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thanks<00:00:09.800><c> everyone</c><00:00:10.519><c> um</c><00:00:11.160><c> before</c><00:00:11.400><c> getting</c><00:00:11.639><c> into</c>

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thanks everyone um before getting into
 

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thanks everyone um before getting into
crypto<00:00:12.360><c> I</c><00:00:12.440><c> did</c><00:00:12.559><c> work</c><00:00:12.679><c> in</c><00:00:12.799><c> the</c><00:00:12.920><c> coffee</c><00:00:13.240><c> supply</c>

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crypto I did work in the coffee supply
 

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crypto I did work in the coffee supply
chain<00:00:14.480><c> and</c><00:00:14.679><c> I've</c><00:00:14.799><c> been</c><00:00:14.879><c> getting</c><00:00:15.080><c> a</c><00:00:15.160><c> lot</c><00:00:15.240><c> of</c>

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chain and I've been getting a lot of
 

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chain and I've been getting a lot of
questions<00:00:15.799><c> about</c><00:00:16.119><c> where</c><00:00:16.279><c> the</c><00:00:16.400><c> best</c><00:00:16.640><c> coffee</c><00:00:16.920><c> is</c>

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questions about where the best coffee is
 

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questions about where the best coffee is
in<00:00:17.199><c> Bangkok</c><00:00:17.800><c> and</c><00:00:17.880><c> I'm</c><00:00:18.000><c> still</c><00:00:18.199><c> looking</c><00:00:18.359><c> for</c><00:00:18.480><c> an</c>

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in Bangkok and I'm still looking for an
 

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in Bangkok and I'm still looking for an
answer<00:00:18.960><c> so</c><00:00:19.080><c> if</c><00:00:19.199><c> anybody</c><00:00:19.520><c> knows</c><00:00:19.800><c> where</c><00:00:19.920><c> to</c><00:00:20.080><c> go</c>

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answer so if anybody knows where to go
 

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answer so if anybody knows where to go
for<00:00:20.920><c> some</c><00:00:21.119><c> excellent</c><00:00:21.480><c> specialty</c><00:00:21.920><c> coffee</c>

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for some excellent specialty coffee
 

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for some excellent specialty coffee
please<00:00:22.680><c> hit</c><00:00:22.840><c> me</c><00:00:22.960><c> up</c><00:00:23.199><c> would</c><00:00:23.359><c> love</c><00:00:23.480><c> to</c><00:00:23.599><c> check</c>

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please hit me up would love to check
 

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please hit me up would love to check
that<00:00:23.920><c> out</c><00:00:24.920><c> um</c><00:00:25.119><c> today</c><00:00:25.359><c> I'm</c><00:00:25.480><c> going</c><00:00:25.560><c> to</c><00:00:25.680><c> be</c>

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that out um today I'm going to be
 

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that out um today I'm going to be
talking<00:00:26.240><c> about</c><00:00:26.920><c> optimism</c><00:00:27.640><c> retr</c><00:00:28.119><c> funding</c><00:00:29.119><c> uh</c>

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talking about optimism retr funding uh
 

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talking about optimism retr funding uh
it's<00:00:29.679><c> a</c><00:00:30.080><c> experimental</c><00:00:30.560><c> grants</c><00:00:30.960><c> program</c><00:00:31.599><c> being</c>

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it's a experimental grants program being
 

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it's a experimental grants program being
run<00:00:32.079><c> by</c><00:00:32.200><c> the</c><00:00:32.279><c> optimism</c><00:00:32.840><c> Collective</c><00:00:33.840><c> and</c><00:00:34.239><c> as</c><00:00:34.399><c> a</c>

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run by the optimism Collective and as a
 

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run by the optimism Collective and as a
data<00:00:34.920><c> Enthusiast</c><00:00:35.920><c> it</c><00:00:36.079><c> creates</c><00:00:36.480><c> this</c>

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data Enthusiast it creates this
 

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data Enthusiast it creates this
incredible<00:00:37.040><c> substrate</c><00:00:37.520><c> for</c><00:00:37.680><c> looking</c><00:00:37.960><c> at</c><00:00:38.239><c> the</c>

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incredible substrate for looking at the
 

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incredible substrate for looking at the
effectiveness<00:00:38.879><c> of</c><00:00:39.000><c> different</c><00:00:39.239><c> Grant</c>

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effectiveness of different Grant
 

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effectiveness of different Grant
programs<00:00:41.000><c> um</c><00:00:41.559><c> I'm</c><00:00:41.760><c> the</c><00:00:42.000><c> co-founder</c><00:00:42.559><c> of</c><00:00:42.680><c> an</c>

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programs um I'm the co-founder of an
 

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programs um I'm the co-founder of an
organization<00:00:43.360><c> called</c><00:00:43.640><c> open</c><00:00:43.879><c> source</c><00:00:44.120><c> Observer</c>

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organization called open source Observer
 

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organization called open source Observer
we're<00:00:45.039><c> building</c><00:00:45.440><c> a</c><00:00:45.600><c> free</c><00:00:46.039><c> analytics</c><00:00:46.520><c> platform</c>

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we're building a free analytics platform
 

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we're building a free analytics platform
and<00:00:47.199><c> the</c><00:00:47.360><c> community</c><00:00:47.960><c> of</c><00:00:48.120><c> data</c><00:00:48.399><c> scientists</c><00:00:48.960><c> who</c>

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and the community of data scientists who
 

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and the community of data scientists who
care<00:00:49.320><c> about</c><00:00:49.600><c> measuring</c><00:00:50.039><c> impact</c><00:00:50.320><c> in</c><00:00:50.440><c> the</c><00:00:50.559><c> open</c>

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care about measuring impact in the open
 

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care about measuring impact in the open
and<00:00:51.480><c> so</c><00:00:51.640><c> today</c><00:00:51.840><c> we're</c><00:00:51.920><c> going</c><00:00:52.039><c> to</c><00:00:52.079><c> be</c><00:00:52.239><c> talking</c>

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and so today we're going to be talking
 

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and so today we're going to be talking
about<00:00:53.079><c> the</c><00:00:53.199><c> impact</c><00:00:53.480><c> that</c><00:00:53.640><c> optimism</c><00:00:54.280><c> is</c>

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about the impact that optimism is
 

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about the impact that optimism is
achieving<00:00:55.480><c> um</c><00:00:55.879><c> and</c><00:00:56.359><c> identifying</c><00:00:56.920><c> some</c>

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achieving um and identifying some
 

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achieving um and identifying some
opportunities<00:00:57.680><c> to</c><00:00:58.039><c> improve</c><00:00:58.760><c> and</c><00:00:58.879><c> double</c><00:00:59.199><c> down</c>

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opportunities to improve and double down
 

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opportunities to improve and double down
on<00:00:59.559><c> where</c><00:00:59.680><c> that</c>

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on where that
 

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on where that
is<00:01:00.800><c> has</c><00:01:00.920><c> been</c><00:01:01.120><c> most</c>

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is has been most
 

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is has been most
effective<00:01:03.719><c> um</c><00:01:04.439><c> so</c><00:01:04.680><c> I</c><00:01:04.799><c> guess</c><00:01:04.960><c> just</c><00:01:05.119><c> a</c><00:01:05.400><c> quick</c>

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effective um so I guess just a quick
 

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effective um so I guess just a quick
check<00:01:06.240><c> um</c><00:01:06.400><c> how</c><00:01:06.520><c> many</c><00:01:06.720><c> of</c><00:01:06.840><c> the</c><00:01:06.920><c> people</c><00:01:07.080><c> in</c><00:01:07.200><c> this</c>

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check um how many of the people in this
 

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check um how many of the people in this
room<00:01:07.560><c> are</c><00:01:07.799><c> familiar</c><00:01:08.360><c> with</c><00:01:08.840><c> retr</c><00:01:09.200><c> funding</c>

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room are familiar with retr funding
 

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room are familiar with retr funding
optimism<00:01:10.320><c> have</c><00:01:10.920><c> all</c><00:01:11.000><c> right</c><00:01:11.240><c> pretty</c><00:01:11.520><c> good</c><00:01:12.119><c> so</c><00:01:12.320><c> I</c>

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optimism have all right pretty good so I
 

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optimism have all right pretty good so I
have<00:01:12.560><c> a</c><00:01:12.640><c> few</c><00:01:12.799><c> slides</c><00:01:13.080><c> that</c><00:01:13.200><c> will</c><00:01:13.320><c> be</c><00:01:13.439><c> a</c><00:01:13.479><c> bit</c><00:01:13.600><c> of</c>

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have a few slides that will be a bit of
 

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have a few slides that will be a bit of
a<00:01:14.000><c> cursory</c><00:01:14.479><c> introduction</c><00:01:14.920><c> to</c><00:01:15.159><c> optimism</c><00:01:16.159><c> I</c>

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a cursory introduction to optimism I
 

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a cursory introduction to optimism I
think<00:01:16.479><c> the</c><00:01:16.600><c> main</c><00:01:16.880><c> point</c><00:01:17.080><c> that</c><00:01:17.159><c> I</c><00:01:17.240><c> want</c><00:01:17.360><c> to</c><00:01:17.520><c> get</c>

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think the main point that I want to get
 

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think the main point that I want to get
across<00:01:18.080><c> here</c><00:01:18.439><c> is</c><00:01:18.680><c> that</c><00:01:19.040><c> I</c><00:01:19.159><c> believe</c><00:01:19.479><c> this</c><00:01:19.600><c> is</c><00:01:19.680><c> a</c>

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across here is that I believe this is a
 

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across here is that I believe this is a
really<00:01:20.040><c> important</c><00:01:20.520><c> experiment</c><00:01:20.960><c> for</c><00:01:21.119><c> the</c>

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really important experiment for the
 

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really important experiment for the
world<00:01:21.439><c> to</c><00:01:21.600><c> pay</c><00:01:21.759><c> attention</c><00:01:22.119><c> to</c><00:01:22.799><c> and</c><00:01:22.880><c> to</c>

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world to pay attention to and to
 

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world to pay attention to and to
understand<00:01:24.119><c> regardless</c><00:01:24.479><c> of</c><00:01:24.640><c> whether</c><00:01:24.759><c> it</c>

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understand regardless of whether it
 

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understand regardless of whether it
succeeds<00:01:25.720><c> or</c><00:01:25.960><c> fails</c><00:01:26.479><c> in</c><00:01:26.600><c> the</c><00:01:26.720><c> long</c><00:01:26.960><c> run</c>

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succeeds or fails in the long run
 

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succeeds or fails in the long run
there's<00:01:27.680><c> something</c><00:01:28.040><c> special</c><00:01:28.640><c> and</c><00:01:28.799><c> different</c>

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there's something special and different
 

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there's something special and different
that<00:01:29.200><c> is</c><00:01:29.320><c> happening</c><00:01:29.680><c> here</c><00:01:30.280><c> and</c><00:01:30.400><c> it's</c><00:01:30.560><c> worth</c>

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that is happening here and it's worth
 

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that is happening here and it's worth
paying<00:01:31.040><c> attention</c>

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paying attention
 

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paying attention
to<00:01:33.759><c> so</c><00:01:34.119><c> another</c><00:01:34.399><c> chart</c><00:01:35.000><c> um</c><00:01:35.240><c> or</c><00:01:35.439><c> first</c><00:01:35.640><c> chart</c><00:01:35.799><c> of</c>

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to so another chart um or first chart of
 

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to so another chart um or first chart of
the<00:01:36.040><c> day</c><00:01:36.240><c> we</c><00:01:36.320><c> have</c><00:01:36.439><c> a</c><00:01:36.479><c> lot</c><00:01:36.600><c> of</c><00:01:36.680><c> charts</c><00:01:36.960><c> coming</c>

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the day we have a lot of charts coming
 

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the day we have a lot of charts coming
um<00:01:38.000><c> but</c><00:01:38.240><c> it</c><00:01:38.439><c> has</c><00:01:38.759><c> a</c><00:01:39.040><c> another</c><00:01:39.360><c> poll</c><00:01:39.680><c> how</c><00:01:39.759><c> many</c><00:01:39.920><c> of</c>

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um but it has a another poll how many of
 

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um but it has a another poll how many of
you<00:01:40.119><c> have</c><00:01:40.240><c> seen</c><00:01:40.479><c> this</c><00:01:40.680><c> before</c><00:01:41.040><c> how</c><00:01:41.159><c> many</c><00:01:41.600><c> of</c>

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you have seen this before how many of
 

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you have seen this before how many of
you<00:01:41.840><c> are</c><00:01:42.000><c> familiar</c><00:01:42.320><c> with</c><00:01:42.399><c> the</c><00:01:42.520><c> Electric</c>

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you are familiar with the Electric
 

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you are familiar with the Electric
Capital<00:01:43.399><c> developer</c><00:01:43.880><c> report</c><00:01:44.759><c> have</c><00:01:44.880><c> you</c><00:01:44.960><c> seen</c>

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Capital developer report have you seen
 

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Capital developer report have you seen
this<00:01:45.479><c> all</c><00:01:45.640><c> right</c><00:01:46.280><c> not</c><00:01:46.439><c> as</c><00:01:46.640><c> much</c><00:01:47.159><c> uh</c><00:01:47.560><c> awareness</c>

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this all right not as much uh awareness
 

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this all right not as much uh awareness
this<00:01:48.680><c> is</c><00:01:48.880><c> one</c><00:01:49.040><c> of</c><00:01:49.240><c> the</c><00:01:49.719><c> U</c><00:01:49.880><c> most</c><00:01:50.119><c> looked</c><00:01:50.360><c> at</c>

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this is one of the U most looked at
 

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this is one of the U most looked at
reports<00:01:50.880><c> that</c><00:01:51.000><c> the</c><00:01:51.040><c> crypto</c><00:01:51.360><c> industry</c><00:01:51.640><c> puts</c>

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reports that the crypto industry puts
 

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reports that the crypto industry puts
out<00:01:52.520><c> and</c><00:01:52.759><c> they</c><00:01:52.960><c> track</c><00:01:53.320><c> a</c><00:01:53.479><c> metric</c><00:01:53.920><c> called</c>

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out and they track a metric called
 

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out and they track a metric called
monthly<00:01:54.840><c> active</c><00:01:55.520><c> developers</c><00:01:56.520><c> um</c><00:01:56.759><c> they've</c>

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monthly active developers um they've
 

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monthly active developers um they've
been<00:01:57.000><c> putting</c><00:01:57.200><c> this</c><00:01:57.320><c> out</c><00:01:57.479><c> for</c><00:01:57.640><c> for</c><00:01:57.799><c> quite</c><00:01:57.960><c> some</c>

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been putting this out for for quite some
 

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been putting this out for for quite some
time<00:01:58.399><c> now</c><00:01:59.039><c> it's</c><00:01:59.240><c> basically</c><00:01:59.920><c> indicator</c><00:02:00.240><c> of</c><00:02:00.320><c> how</c>

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time now it's basically indicator of how
 

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time now it's basically indicator of how
many<00:02:00.640><c> developers</c><00:02:01.200><c> there</c><00:02:01.320><c> are</c><00:02:01.640><c> working</c><00:02:02.159><c> across</c>

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many developers there are working across
 

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many developers there are working across
all<00:02:02.600><c> of</c><00:02:02.759><c> crypto</c><00:02:03.280><c> not</c><00:02:03.439><c> just</c><00:02:03.640><c> ethereum</c><00:02:04.479><c> every</c>

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all of crypto not just ethereum every
 

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all of crypto not just ethereum every
ecosystem<00:02:05.479><c> is</c><00:02:06.479><c> is</c><00:02:06.640><c> captured</c><00:02:07.079><c> here</c><00:02:08.039><c> and</c><00:02:08.119><c> so</c>

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ecosystem is is captured here and so
 

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ecosystem is is captured here and so
what<00:02:08.479><c> you</c><00:02:08.560><c> can</c><00:02:08.679><c> see</c><00:02:08.840><c> from</c><00:02:08.959><c> this</c><00:02:09.119><c> chart</c><00:02:09.440><c> is</c><00:02:09.640><c> that</c>

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what you can see from this chart is that
 

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what you can see from this chart is that
um<00:02:10.560><c> things</c><00:02:10.759><c> went</c><00:02:10.959><c> up</c><00:02:11.080><c> a</c><00:02:11.200><c> lot</c><00:02:11.480><c> in</c><00:02:11.720><c> 2021</c><00:02:12.720><c> they</c>

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um things went up a lot in 2021 they
 

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um things went up a lot in 2021 they
kind<00:02:12.959><c> of</c><00:02:13.080><c> plateaued</c><00:02:13.480><c> in</c><00:02:13.640><c> 2022</c><00:02:14.640><c> and</c><00:02:14.760><c> now</c><00:02:14.959><c> things</c>

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kind of plateaued in 2022 and now things
 

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kind of plateaued in 2022 and now things
have<00:02:15.319><c> gone</c><00:02:15.519><c> down</c><00:02:16.239><c> um</c><00:02:16.680><c> in</c><00:02:16.879><c> aggregate</c><00:02:17.560><c> from</c><00:02:17.760><c> a</c>

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have gone down um in aggregate from a
 

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have gone down um in aggregate from a
peak<00:02:18.040><c> of</c><00:02:18.200><c> around</c><00:02:18.400><c> 30,000</c><00:02:19.080><c> to</c><00:02:19.640><c> about</c><00:02:19.840><c> 26,000</c>

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peak of around 30,000 to about 26,000
 

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peak of around 30,000 to about 26,000
monthly<00:02:21.120><c> active</c><00:02:21.400><c> developers</c><00:02:22.080><c> by</c><00:02:22.239><c> this</c><00:02:22.519><c> metric</c>

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monthly active developers by this metric
 

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monthly active developers by this metric
to<00:02:23.720><c> put</c><00:02:23.840><c> this</c><00:02:23.959><c> in</c><00:02:24.519><c> comparison</c><00:02:25.519><c> I</c><00:02:25.760><c> recently</c>

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to put this in comparison I recently
 

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to put this in comparison I recently
heard<00:02:26.480><c> that</c><00:02:26.920><c> uh</c><00:02:27.080><c> Gemini</c><00:02:27.599><c> which</c><00:02:27.720><c> is</c><00:02:27.840><c> Google's</c>

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heard that uh Gemini which is Google's
 

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heard that uh Gemini which is Google's
AI<00:02:28.560><c> platform</c><00:02:29.000><c> they</c><00:02:29.120><c> have</c><00:02:29.239><c> 1.5</c><00:02:29.920><c> million</c><00:02:30.319><c> active</c>

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AI platform they have 1.5 million active
 

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AI platform they have 1.5 million active
developers<00:02:31.519><c> by</c><00:02:31.680><c> their</c><00:02:31.920><c> account</c><00:02:32.280><c> I</c><00:02:32.319><c> don't</c><00:02:32.440><c> know</c>

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developers by their account I don't know
 

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developers by their account I don't know
if<00:02:32.599><c> they're</c><00:02:32.760><c> comparable</c><00:02:33.720><c> U</c><00:02:33.840><c> but</c><00:02:33.959><c> orders</c><00:02:34.280><c> of</c>

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if they're comparable U but orders of
 

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if they're comparable U but orders of
magnitude<00:02:35.680><c> greater</c><00:02:36.080><c> than</c><00:02:36.400><c> what</c><00:02:36.560><c> we</c><00:02:36.720><c> have</c><00:02:36.879><c> here</c>

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magnitude greater than what we have here
 

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magnitude greater than what we have here
across<00:02:37.480><c> the</c><00:02:37.599><c> crypto</c>

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across the crypto
 

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across the crypto
industry<00:02:40.120><c> um</c><00:02:40.319><c> here's</c><00:02:40.519><c> another</c><00:02:40.760><c> metric</c><00:02:41.319><c> uh</c>

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industry um here's another metric uh
 

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industry um here's another metric uh
this<00:02:41.599><c> one</c><00:02:42.000><c> is</c><00:02:42.239><c> the</c><00:02:42.400><c> amount</c><00:02:42.599><c> of</c><00:02:42.760><c> ventor</c><00:02:43.120><c> capital</c>

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this one is the amount of ventor capital
 

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this one is the amount of ventor capital
that<00:02:43.480><c> has</c><00:02:43.599><c> gone</c><00:02:43.760><c> into</c><00:02:44.040><c> crypto</c><00:02:44.879><c> um</c><00:02:45.159><c> since</c><00:02:45.360><c> the</c>

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that has gone into crypto um since the
 

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that has gone into crypto um since the
beginning<00:02:46.000><c> basically</c><00:02:46.680><c> this</c><00:02:46.840><c> chart</c><00:02:47.040><c> stops</c><00:02:47.280><c> at</c>

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beginning basically this chart stops at
 

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beginning basically this chart stops at
2022<00:02:48.560><c> but</c><00:02:48.680><c> there's</c><00:02:48.879><c> another</c><00:02:49.120><c> number</c><00:02:49.360><c> that</c>

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2022 but there's another number that
 

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2022 but there's another number that
they<00:02:49.599><c> care</c><00:02:49.800><c> about</c><00:02:50.120><c> which</c><00:02:50.239><c> is</c><00:02:50.360><c> the</c><00:02:50.480><c> total</c>

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they care about which is the total
 

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they care about which is the total
amount<00:02:51.000><c> of</c><00:02:51.120><c> deal</c><00:02:51.400><c> flow</c><00:02:52.159><c> if</c><00:02:52.280><c> we</c><00:02:52.480><c> add</c><00:02:52.680><c> this</c><00:02:52.879><c> up</c><00:02:53.319><c> we</c>

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amount of deal flow if we add this up we
 

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amount of deal flow if we add this up we
get<00:02:53.599><c> a</c><00:02:53.680><c> number</c><00:02:54.000><c> of</c><00:02:54.159><c> around</c><00:02:54.400><c> 80</c><00:02:54.760><c> billion</c><00:02:55.640><c> has</c>

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get a number of around 80 billion has
 

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get a number of around 80 billion has
gone<00:02:56.000><c> into</c><00:02:56.159><c> the</c><00:02:56.319><c> space</c><00:02:56.760><c> since</c>

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gone into the space since
 

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gone into the space since
2016<00:02:59.440><c> so</c><00:02:59.840><c> I</c><00:02:59.920><c> think</c><00:03:00.000><c> the</c><00:03:00.080><c> interesting</c><00:03:00.360><c> thing</c><00:03:00.480><c> is</c>

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2016 so I think the interesting thing is
 

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2016 so I think the interesting thing is
actually<00:03:00.840><c> when</c><00:03:00.959><c> you</c><00:03:01.080><c> start</c><00:03:01.400><c> combining</c><00:03:02.159><c> these</c>

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actually when you start combining these
 

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actually when you start combining these
types<00:03:02.560><c> of</c><00:03:02.720><c> data</c><00:03:03.280><c> sets</c><00:03:04.280><c> uh</c><00:03:04.519><c> I</c><00:03:04.599><c> don't</c><00:03:04.799><c> have</c><00:03:04.920><c> the</c>

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types of data sets uh I don't have the
 

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types of data sets uh I don't have the
ability<00:03:05.280><c> to</c><00:03:05.400><c> go</c><00:03:05.519><c> in</c><00:03:05.599><c> and</c><00:03:05.720><c> look</c><00:03:05.959><c> exactly</c><00:03:06.280><c> how</c>

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ability to go in and look exactly how
 

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ability to go in and look exactly how
they<00:03:06.560><c> calculate</c><00:03:07.040><c> these</c><00:03:07.200><c> things</c><00:03:07.480><c> but</c><00:03:07.599><c> I</c><00:03:07.799><c> can</c>

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they calculate these things but I can
 

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they calculate these things but I can
overlay<00:03:08.760><c> the</c><00:03:08.840><c> two</c><00:03:09.480><c> and</c><00:03:09.599><c> when</c><00:03:09.680><c> I</c><00:03:09.840><c> do</c><00:03:10.040><c> that</c><00:03:10.200><c> I</c><00:03:10.280><c> can</c>

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overlay the two and when I do that I can
 

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overlay the two and when I do that I can
come<00:03:10.599><c> up</c><00:03:10.760><c> with</c><00:03:10.959><c> a</c><00:03:11.040><c> new</c><00:03:11.239><c> metric</c><00:03:11.640><c> of</c><00:03:11.760><c> my</c><00:03:11.920><c> own</c><00:03:12.760><c> and</c>

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come up with a new metric of my own and
 

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come up with a new metric of my own and
that<00:03:13.159><c> metric</c><00:03:13.560><c> is</c><00:03:13.840><c> the</c><00:03:14.080><c> dollars</c><00:03:14.480><c> spent</c><00:03:15.440><c> per</c>

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that metric is the dollars spent per
 

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that metric is the dollars spent per
developer<00:03:16.400><c> retained</c><00:03:17.400><c> and</c><00:03:17.560><c> what</c><00:03:17.640><c> you</c><00:03:17.720><c> can</c><00:03:17.879><c> see</c>

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developer retained and what you can see
 

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developer retained and what you can see
here<00:03:18.640><c> is</c><00:03:18.920><c> that</c><00:03:19.519><c> for</c><00:03:19.760><c> every</c><00:03:20.040><c> $3.1</c><00:03:20.760><c> million</c><00:03:21.640><c> that</c>

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here is that for every $3.1 million that
 

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here is that for every $3.1 million that
has<00:03:21.959><c> been</c><00:03:22.319><c> invested</c><00:03:23.200><c> prospectively</c><00:03:24.200><c> um</c><00:03:24.360><c> as</c>

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has been invested prospectively um as
 

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has been invested prospectively um as
risk<00:03:24.799><c> Capital</c><00:03:25.440><c> we</c><00:03:25.599><c> only</c><00:03:25.840><c> have</c><00:03:26.040><c> one</c><00:03:26.319><c> retained</c>

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risk Capital we only have one retained
 

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risk Capital we only have one retained
developer<00:03:27.280><c> in</c><00:03:27.400><c> the</c><00:03:27.519><c> industry</c><00:03:28.120><c> still</c><00:03:28.400><c> here</c><00:03:28.799><c> to</c>

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developer in the industry still here to
 

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developer in the industry still here to
show<00:03:29.200><c> for</c><00:03:29.400><c> that</c>

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show for that
 

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show for that
um<00:03:30.720><c> so</c><00:03:31.080><c> I</c><00:03:31.200><c> think</c><00:03:31.560><c> we</c><00:03:31.680><c> can</c><00:03:31.920><c> we</c><00:03:32.000><c> can</c><00:03:32.120><c> do</c><00:03:32.280><c> better</c>

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um so I think we can we can do better
 

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um so I think we can we can do better
and<00:03:33.000><c> we</c><00:03:33.120><c> hope</c><00:03:33.280><c> to</c><00:03:33.439><c> do</c><00:03:33.720><c> better</c><00:03:34.720><c> the</c><00:03:34.799><c> point</c><00:03:35.040><c> is</c>

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and we hope to do better the point is
 

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and we hope to do better the point is
not<00:03:35.480><c> just</c><00:03:35.799><c> that</c><00:03:36.599><c> um</c><00:03:36.760><c> The</c><00:03:36.879><c> Venture</c><00:03:37.280><c> Capital</c><00:03:38.000><c> can</c>

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not just that um The Venture Capital can
 

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not just that um The Venture Capital can
improve<00:03:39.120><c> um</c><00:03:39.280><c> but</c><00:03:39.439><c> really</c><00:03:39.640><c> that</c><00:03:39.840><c> perspective</c>

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improve um but really that perspective
 

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improve um but really that perspective
funding<00:03:40.920><c> is</c><00:03:41.360><c> difficult</c><00:03:42.040><c> behind</c><00:03:42.360><c> every</c><00:03:42.560><c> one</c><00:03:42.680><c> of</c>

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funding is difficult behind every one of
 

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funding is difficult behind every one of
these<00:03:43.000><c> deals</c><00:03:43.959><c> there's</c><00:03:44.280><c> a</c><00:03:44.439><c> team</c><00:03:45.080><c> of</c>

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these deals there's a team of
 

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these deals there's a team of
professionals<00:03:45.879><c> that</c><00:03:45.959><c> are</c><00:03:46.080><c> researching</c><00:03:46.720><c> these</c>

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professionals that are researching these
 

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professionals that are researching these
companies<00:03:47.879><c> and</c><00:03:48.200><c> making</c><00:03:48.519><c> bets</c><00:03:49.400><c> and</c><00:03:49.599><c> the</c>

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companies and making bets and the
 

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companies and making bets and the
reality<00:03:50.040><c> is</c><00:03:50.159><c> that</c><00:03:50.280><c> it's</c><00:03:50.560><c> often</c><00:03:50.920><c> quite</c>

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reality is that it's often quite
 

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reality is that it's often quite
difficult<00:03:51.599><c> to</c><00:03:51.720><c> do</c><00:03:51.959><c> this</c><00:03:52.599><c> and</c><00:03:52.799><c> there's</c><00:03:53.000><c> an</c>

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difficult to do this and there's an
 

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difficult to do this and there's an
acceptance<00:03:53.560><c> that</c><00:03:53.760><c> most</c><00:03:53.879><c> of</c><00:03:54.000><c> these</c><00:03:54.159><c> bets</c><00:03:54.680><c> are</c>

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acceptance that most of these bets are
 

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acceptance that most of these bets are
not<00:03:55.040><c> going</c><00:03:55.200><c> to</c><00:03:55.360><c> work</c><00:03:56.040><c> out</c><00:03:57.040><c> uh</c><00:03:57.120><c> so</c><00:03:57.319><c> perspective</c>

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not going to work out uh so perspective
 

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not going to work out uh so perspective
funding<00:03:58.000><c> is</c><00:03:58.360><c> hard</c><00:03:59.360><c> retro</c><00:03:59.879><c> funding</c><00:04:00.599><c> is</c><00:04:00.879><c> based</c>

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funding is hard retro funding is based
 

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funding is hard retro funding is based
on<00:04:01.280><c> the</c><00:04:01.400><c> principle</c><00:04:02.400><c> that</c><00:04:02.519><c> it</c><00:04:02.640><c> is</c><00:04:02.879><c> easier</c><00:04:03.280><c> to</c>

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on the principle that it is easier to
 

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on the principle that it is easier to
identify<00:04:04.560><c> something</c><00:04:04.879><c> that</c><00:04:05.120><c> has</c><00:04:05.319><c> worked</c>

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identify something that has worked
 

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identify something that has worked
looking<00:04:06.680><c> back</c><00:04:07.319><c> than</c><00:04:07.439><c> to</c><00:04:07.640><c> predict</c><00:04:07.959><c> it</c><00:04:08.519><c> going</c>

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looking back than to predict it going
 

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looking back than to predict it going
forward<00:04:09.760><c> um</c><00:04:09.920><c> vital</c><00:04:10.319><c> kelp</c><00:04:10.560><c> designed</c><00:04:10.879><c> the</c>

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forward um vital kelp designed the
 

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forward um vital kelp designed the
mechanism<00:04:12.079><c> optimism</c><00:04:12.560><c> has</c><00:04:12.680><c> been</c><00:04:12.840><c> rolling</c><00:04:13.120><c> it</c>

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mechanism optimism has been rolling it
 

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mechanism optimism has been rolling it
out<00:04:14.079><c> and</c><00:04:15.079><c> uh</c><00:04:15.319><c> it's</c><00:04:15.599><c> a</c><00:04:16.160><c> pretty</c><00:04:16.479><c> unique</c><00:04:16.959><c> way</c><00:04:17.479><c> of</c>

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out and uh it's a pretty unique way of
 

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out and uh it's a pretty unique way of
creating<00:04:18.440><c> markets</c><00:04:19.120><c> around</c>

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creating markets around
 

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creating markets around
impact<00:04:20.959><c> now</c><00:04:21.199><c> to</c><00:04:21.359><c> be</c><00:04:21.479><c> clear</c><00:04:21.799><c> I</c><00:04:21.880><c> don't</c><00:04:22.040><c> think</c><00:04:22.199><c> the</c>

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impact now to be clear I don't think the
 

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impact now to be clear I don't think the
most<00:04:23.600><c> uh</c><00:04:23.960><c> die</c><00:04:24.120><c> in</c><00:04:24.240><c> the</c><00:04:24.360><c> wool</c><00:04:25.120><c> retr</c><00:04:25.440><c> funding</c>

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most uh die in the wool retr funding
 

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most uh die in the wool retr funding
Maxi<00:04:26.199><c> would</c><00:04:26.320><c> say</c><00:04:26.560><c> that</c><00:04:26.759><c> retr</c><00:04:27.080><c> funding</c><00:04:27.320><c> is</c><00:04:27.440><c> the</c>

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Maxi would say that retr funding is the
 

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Maxi would say that retr funding is the
only<00:04:27.720><c> way</c><00:04:27.880><c> that</c><00:04:28.000><c> anything</c><00:04:28.240><c> in</c><00:04:28.320><c> the</c><00:04:28.400><c> world</c>

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only way that anything in the world
 

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only way that anything in the world
should<00:04:28.720><c> be</c><00:04:28.840><c> funded</c><00:04:29.960><c> but</c><00:04:30.199><c> the</c><00:04:30.759><c> important</c><00:04:31.120><c> Point</c>

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should be funded but the important Point
 

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should be funded but the important Point
here<00:04:31.759><c> is</c><00:04:31.919><c> that</c><00:04:32.120><c> right</c><00:04:32.280><c> now</c><00:04:32.520><c> we</c><00:04:32.759><c> have</c><00:04:33.440><c> a</c><00:04:33.600><c> surplus</c>

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here is that right now we have a surplus
 

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here is that right now we have a surplus
of<00:04:34.240><c> or</c><00:04:34.360><c> not</c><00:04:34.479><c> a</c><00:04:34.600><c> surplus</c><00:04:34.960><c> but</c><00:04:35.080><c> a</c><00:04:35.199><c> large</c><00:04:35.400><c> amount</c>

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of or not a surplus but a large amount
 

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of or not a surplus but a large amount
of<00:04:35.720><c> perspective</c><00:04:36.120><c> funding</c><00:04:36.840><c> and</c><00:04:37.039><c> we</c><00:04:37.160><c> need</c><00:04:37.320><c> more</c>

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of perspective funding and we need more
 

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of perspective funding and we need more
Retros<00:04:38.520><c> retrospective</c><00:04:39.120><c> funding</c><00:04:39.479><c> in</c><00:04:39.560><c> the</c>

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Retros retrospective funding in the
 

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Retros retrospective funding in the
world<00:04:40.080><c> to</c><00:04:40.240><c> Signal</c><00:04:40.600><c> what</c><00:04:40.720><c> things</c><00:04:40.919><c> we</c><00:04:41.120><c> value</c><00:04:41.759><c> and</c>

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world to Signal what things we value and
 

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world to Signal what things we value and
drive<00:04:42.160><c> more</c><00:04:42.320><c> people</c><00:04:42.520><c> to</c><00:04:42.680><c> build</c><00:04:43.080><c> in</c><00:04:43.240><c> those</c>

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drive more people to build in those
 

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drive more people to build in those
directions<00:04:44.160><c> and</c><00:04:44.240><c> so</c><00:04:44.360><c> that's</c><00:04:44.440><c> what</c><00:04:44.520><c> we'll</c><00:04:44.639><c> be</c>

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directions and so that's what we'll be
 

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directions and so that's what we'll be
talking<00:04:44.880><c> about</c>

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talking about
 

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talking about
today<00:04:47.280><c> uh</c><00:04:47.800><c> at</c><00:04:47.960><c> launch</c><00:04:48.479><c> optimism</c><00:04:48.960><c> allocated</c>

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today uh at launch optimism allocated
 

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today uh at launch optimism allocated
850<00:04:50.199><c> million</c><00:04:50.680><c> tokens</c><00:04:51.039><c> from</c><00:04:51.199><c> its</c><00:04:51.360><c> treasury</c><00:04:52.000><c> to</c>

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850 million tokens from its treasury to
 

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850 million tokens from its treasury to
retr<00:04:52.520><c> funding</c><00:04:53.039><c> this</c><00:04:53.120><c> is</c><00:04:53.240><c> a</c><00:04:53.360><c> big</c><00:04:53.520><c> deal</c><00:04:54.479><c> and</c><00:04:54.639><c> they</c>

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retr funding this is a big deal and they
 

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retr funding this is a big deal and they
made<00:04:54.919><c> a</c><00:04:55.080><c> promise</c><00:04:55.520><c> that</c><00:04:55.639><c> if</c><00:04:55.720><c> you</c><00:04:55.840><c> create</c><00:04:56.160><c> impact</c>

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made a promise that if you create impact
 

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made a promise that if you create impact
on<00:04:56.560><c> the</c><00:04:56.680><c> optimism</c><00:04:57.120><c> Collective</c><00:04:57.800><c> you</c><00:04:57.919><c> will</c><00:04:58.080><c> be</c>

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on the optimism Collective you will be
 

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on the optimism Collective you will be
rewarded<00:04:58.680><c> for</c><00:04:58.880><c> that</c><00:04:59.080><c> impact</c><00:05:00.080><c> what</c><00:05:00.240><c> that</c>

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rewarded for that impact what that
 

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rewarded for that impact what that
impact<00:05:00.800><c> is</c><00:05:01.360><c> how</c><00:05:01.479><c> it</c><00:05:01.560><c> will</c><00:05:01.680><c> be</c><00:05:01.840><c> rewarded</c><00:05:02.600><c> TBD</c>

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impact is how it will be rewarded TBD
 

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impact is how it will be rewarded TBD
but<00:05:03.560><c> that's</c><00:05:03.680><c> what</c><00:05:03.800><c> we're</c><00:05:03.960><c> here</c><00:05:04.160><c> to</c>

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but that's what we're here to
 

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but that's what we're here to
discuss<00:05:06.680><c> uh</c><00:05:06.840><c> now</c><00:05:07.039><c> to</c><00:05:07.199><c> date</c><00:05:07.479><c> optimism</c><00:05:08.160><c> has</c>

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discuss uh now to date optimism has
 

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discuss uh now to date optimism has
deployed<00:05:09.520><c> around</c><00:05:09.880><c> 60</c><00:05:10.199><c> million</c><00:05:10.440><c> op</c><00:05:10.759><c> or</c><00:05:10.840><c> as</c>

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deployed around 60 million op or as
 

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deployed around 60 million op or as
least<00:05:11.160><c> allocated</c><00:05:11.639><c> not</c><00:05:11.759><c> all</c><00:05:11.880><c> that</c><00:05:12.039><c> has</c><00:05:12.160><c> gone</c>

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least allocated not all that has gone
 

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least allocated not all that has gone
out<00:05:12.440><c> the</c><00:05:12.600><c> door</c><00:05:13.400><c> um</c><00:05:13.639><c> which</c><00:05:13.759><c> is</c><00:05:13.960><c> a</c><00:05:14.120><c> pretty</c><00:05:14.320><c> small</c>

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out the door um which is a pretty small
 

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out the door um which is a pretty small
share<00:05:14.880><c> of</c><00:05:14.960><c> its</c><00:05:15.120><c> treasury</c><00:05:15.759><c> even</c><00:05:15.919><c> though</c><00:05:16.080><c> this</c>

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share of its treasury even though this
 

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share of its treasury even though this
is<00:05:16.280><c> a</c><00:05:16.400><c> large</c><00:05:16.680><c> sum</c><00:05:16.960><c> of</c><00:05:17.120><c> tokens</c><00:05:17.880><c> we're</c><00:05:18.080><c> still</c>

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is a large sum of tokens we're still
 

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is a large sum of tokens we're still
very<00:05:18.520><c> much</c><00:05:18.800><c> in</c><00:05:18.919><c> the</c><00:05:19.039><c> early</c><00:05:19.319><c> Innings</c><00:05:20.120><c> and</c><00:05:20.280><c> each</c>

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very much in the early Innings and each
 

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very much in the early Innings and each
round<00:05:20.759><c> has</c><00:05:20.919><c> been</c><00:05:21.080><c> designed</c><00:05:21.520><c> around</c><00:05:21.840><c> a</c>

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round has been designed around a
 

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round has been designed around a
specific<00:05:22.440><c> set</c><00:05:22.600><c> of</c><00:05:23.160><c> experiments</c><00:05:23.840><c> hypotheses</c>

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specific set of experiments hypotheses
 

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specific set of experiments hypotheses
that<00:05:24.560><c> they</c><00:05:24.639><c> wanted</c><00:05:24.880><c> to</c><00:05:25.039><c> test</c><00:05:25.960><c> round</c><00:05:26.199><c> one</c><00:05:26.479><c> I</c>

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that they wanted to test round one I
 

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that they wanted to test round one I
think<00:05:26.680><c> was</c><00:05:26.800><c> completely</c><00:05:27.120><c> offchain</c><00:05:27.840><c> it</c><00:05:27.960><c> was</c><00:05:28.160><c> a</c>

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think was completely offchain it was a
 

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think was completely offchain it was a
proof<00:05:28.840><c> of</c><00:05:29.039><c> concept</c><00:05:30.039><c> about</c><00:05:30.240><c> 50</c><00:05:30.639><c> projects</c><00:05:31.199><c> no</c>

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proof of concept about 50 projects no
 

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proof of concept about 50 projects no
applications<00:05:32.199><c> the</c><00:05:32.319><c> selection</c><00:05:32.680><c> was</c><00:05:32.840><c> done</c><00:05:33.160><c> I</c>

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applications the selection was done I
 

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applications the selection was done I
think<00:05:33.400><c> by</c><00:05:33.520><c> the</c><00:05:33.680><c> op</c><00:05:33.960><c> Labs</c><00:05:34.520><c> team</c><00:05:35.520><c> rounds</c><00:05:35.880><c> two</c><00:05:36.039><c> and</c>

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think by the op Labs team rounds two and
 

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think by the op Labs team rounds two and
three<00:05:36.400><c> are</c><00:05:36.520><c> where</c><00:05:36.680><c> this</c><00:05:36.840><c> program</c><00:05:37.160><c> gained</c><00:05:37.440><c> a</c>

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three are where this program gained a
 

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three are where this program gained a
lot<00:05:37.800><c> of</c><00:05:38.319><c> recognition</c><00:05:39.319><c> they</c><00:05:39.440><c> were</c><00:05:39.720><c> big</c><00:05:40.039><c> Mega</c>

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lot of recognition they were big Mega
 

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lot of recognition they were big Mega
rounds<00:05:41.120><c> 40</c><00:05:41.479><c> million</c><00:05:41.720><c> op</c><00:05:42.319><c> went</c><00:05:42.520><c> out</c><00:05:42.919><c> in</c><00:05:43.120><c> total</c>

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rounds 40 million op went out in total
 

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rounds 40 million op went out in total
more<00:05:43.639><c> than</c><00:05:43.800><c> 600</c><00:05:44.280><c> projects</c><00:05:44.840><c> participated</c>

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more than 600 projects participated
 

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more than 600 projects participated
there<00:05:45.960><c> were</c><00:05:46.199><c> 100</c><00:05:46.400><c> badge</c><00:05:46.759><c> holders</c><00:05:47.520><c> um</c><00:05:47.720><c> also</c>

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there were 100 badge holders um also
 

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there were 100 badge holders um also
known<00:05:48.160><c> as</c><00:05:48.400><c> Citizens</c><00:05:49.400><c> uh</c><00:05:49.520><c> who</c><00:05:49.600><c> were</c><00:05:49.800><c> voting</c><00:05:50.199><c> on</c>

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known as Citizens uh who were voting on
 

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known as Citizens uh who were voting on
projects<00:05:51.479><c> um</c><00:05:51.720><c> I</c><00:05:51.840><c> was</c><00:05:51.960><c> a</c><00:05:52.080><c> badge</c><00:05:52.400><c> holder</c><00:05:52.960><c> I</c><00:05:53.039><c> think</c>

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projects um I was a badge holder I think
 

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projects um I was a badge holder I think
there<00:05:53.280><c> a</c><00:05:53.400><c> few</c><00:05:53.759><c> in</c><00:05:53.840><c> the</c><00:05:53.960><c> room</c><00:05:54.240><c> still</c><00:05:54.880><c> but</c><00:05:55.000><c> they</c>

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there a few in the room still but they
 

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there a few in the room still but they
were<00:05:55.199><c> given</c><00:05:55.440><c> this</c><00:05:55.600><c> enormous</c><00:05:56.039><c> task</c><00:05:56.280><c> of</c>

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were given this enormous task of
 

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were given this enormous task of
reviewing<00:05:56.800><c> all</c><00:05:57.039><c> these</c><00:05:57.280><c> projects</c><00:05:57.600><c> and</c>

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reviewing all these projects and
 

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reviewing all these projects and
identifying<00:05:58.680><c> which</c><00:05:58.880><c> ones</c><00:05:59.160><c> they</c><00:05:59.280><c> thought</c>

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identifying which ones they thought
 

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identifying which ones they thought
should<00:06:00.000><c> deserve</c><00:06:00.680><c> a</c><00:06:00.759><c> certain</c><00:06:01.000><c> amount</c><00:06:01.199><c> of</c>

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should deserve a certain amount of
 

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should deserve a certain amount of
funding<00:06:02.960><c> in</c><00:06:03.160><c> response</c><00:06:03.440><c> to</c><00:06:03.560><c> the</c><00:06:03.639><c> mega</c><00:06:03.960><c> rounds</c>

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funding in response to the mega rounds
 

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funding in response to the mega rounds
in<00:06:04.880><c> in</c><00:06:05.039><c> 2024</c><00:06:05.800><c> this</c><00:06:06.000><c> past</c><00:06:06.280><c> year</c><00:06:07.199><c> um</c>

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in in 2024 this past year um
 

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in in 2024 this past year um
optimism<00:06:10.599><c> uh</c><00:06:10.680><c> changed</c><00:06:11.039><c> the</c><00:06:11.120><c> scope</c><00:06:11.360><c> a</c><00:06:11.479><c> little</c>

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optimism uh changed the scope a little
 

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optimism uh changed the scope a little
bit<00:06:11.880><c> and</c><00:06:12.000><c> instead</c><00:06:12.240><c> of</c><00:06:12.400><c> having</c><00:06:12.599><c> these</c><00:06:12.720><c> large</c>

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bit and instead of having these large
 

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bit and instead of having these large
Mega<00:06:13.280><c> rounds</c><00:06:13.919><c> they</c><00:06:14.039><c> move</c><00:06:14.280><c> to</c><00:06:14.400><c> a</c><00:06:14.520><c> system</c><00:06:14.840><c> where</c>

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Mega rounds they move to a system where
 

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Mega rounds they move to a system where
you<00:06:15.240><c> have</c><00:06:15.759><c> smaller</c><00:06:16.400><c> more</c><00:06:16.639><c> tightly</c><00:06:16.919><c> scoped</c>

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you have smaller more tightly scoped
 

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you have smaller more tightly scoped
rounds<00:06:18.160><c> with</c><00:06:18.440><c> tighter</c><00:06:18.759><c> eligibility</c><00:06:19.479><c> criteria</c>

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rounds with tighter eligibility criteria
 

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rounds with tighter eligibility criteria
and<00:06:20.800><c> in</c><00:06:21.000><c> those</c><00:06:21.199><c> rounds</c><00:06:21.560><c> they</c><00:06:21.720><c> also</c><00:06:22.000><c> tested</c>

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and in those rounds they also tested
 

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and in those rounds they also tested
different<00:06:22.960><c> experiments</c><00:06:23.759><c> around</c><00:06:24.319><c> badge</c>

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different experiments around badge
 

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different experiments around badge
holders<00:06:24.960><c> and</c><00:06:25.120><c> guest</c><00:06:25.360><c> voters</c><00:06:25.720><c> and</c>

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holders and guest voters and
 

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holders and guest voters and
expertise<00:06:27.479><c> and</c><00:06:27.639><c> total</c><00:06:27.880><c> about</c><00:06:28.039><c> 18</c><00:06:28.240><c> million</c><00:06:28.479><c> has</c>

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expertise and total about 18 million has
 

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expertise and total about 18 million has
gone<00:06:28.800><c> out</c><00:06:29.240><c> and</c><00:06:29.360><c> there's</c><00:06:29.639><c> more</c><00:06:29.800><c> allocated</c><00:06:30.720><c> um</c>

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gone out and there's more allocated um
 

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gone out and there's more allocated um
through<00:06:31.240><c> the</c><00:06:31.360><c> end</c><00:06:31.560><c> of</c>

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2024<00:06:36.919><c> again</c><00:06:37.280><c> we're</c><00:06:37.479><c> going</c><00:06:37.560><c> to</c><00:06:37.680><c> be</c><00:06:37.840><c> looking</c><00:06:38.199><c> at</c>

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2024 again we're going to be looking at
 

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2024 again we're going to be looking at
the<00:06:38.840><c> results</c><00:06:39.280><c> of</c><00:06:39.400><c> the</c><00:06:39.560><c> program</c><00:06:39.960><c> so</c><00:06:40.160><c> far</c><00:06:41.039><c> but</c>

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the results of the program so far but
 

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the results of the program so far but
putting<00:06:41.599><c> this</c><00:06:41.720><c> in</c><00:06:41.840><c> the</c><00:06:42.000><c> scale</c><00:06:42.400><c> of</c><00:06:42.599><c> other</c>

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putting this in the scale of other
 

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putting this in the scale of other
public<00:06:43.080><c> goods</c><00:06:43.319><c> funding</c><00:06:43.680><c> experiments</c><00:06:44.319><c> this</c><00:06:44.400><c> is</c>

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public goods funding experiments this is
 

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public goods funding experiments this is
pretty<00:06:44.840><c> unique</c><00:06:45.800><c> it's</c><00:06:46.000><c> pretty</c><00:06:46.360><c> large</c><00:06:47.360><c> um</c><00:06:47.720><c> and</c>

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pretty unique it's pretty large um and
 

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pretty unique it's pretty large um and
my<00:06:48.520><c> team</c><00:06:48.759><c> and</c><00:06:48.880><c> I</c><00:06:49.039><c> at</c><00:06:49.160><c> open</c><00:06:49.360><c> source</c><00:06:49.680><c> Observer</c>

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my team and I at open source Observer
 

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my team and I at open source Observer
the<00:06:50.840><c> fact</c><00:06:51.039><c> that</c><00:06:51.240><c> this</c><00:06:51.479><c> was</c><00:06:52.039><c> a</c><00:06:52.680><c> real</c><00:06:53.680><c> experiment</c>

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the fact that this was a real experiment
 

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the fact that this was a real experiment
of<00:06:54.599><c> significant</c><00:06:55.080><c> scale</c><00:06:55.400><c> was</c><00:06:55.560><c> What</c><00:06:55.680><c> attracted</c>

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of significant scale was What attracted
 

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of significant scale was What attracted
us<00:06:56.199><c> to</c><00:06:56.360><c> want</c><00:06:56.479><c> to</c><00:06:56.800><c> pay</c><00:06:56.960><c> attention</c><00:06:57.560><c> and</c><00:06:57.720><c> work</c><00:06:58.199><c> at</c>

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us to want to pay attention and work at
 

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us to want to pay attention and work at
optimism<00:06:59.400><c> um</c><00:06:59.599><c> there's</c><00:06:59.720><c> a</c><00:06:59.759><c> lot</c><00:06:59.840><c> of</c><00:06:59.960><c> economists</c>

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optimism um there's a lot of economists
 

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optimism um there's a lot of economists
that<00:07:00.400><c> like</c><00:07:00.560><c> writing</c><00:07:00.759><c> long</c><00:07:00.960><c> papers</c><00:07:01.440><c> about</c><00:07:01.680><c> how</c>

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that like writing long papers about how
 

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that like writing long papers about how
public<00:07:02.080><c> goods</c><00:07:02.319><c> funding</c><00:07:02.919><c> is</c><00:07:03.080><c> broken</c><00:07:04.000><c> but</c><00:07:04.120><c> here</c>

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public goods funding is broken but here
 

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public goods funding is broken but here
was<00:07:04.440><c> a</c><00:07:04.560><c> real</c><00:07:04.879><c> chance</c><00:07:05.120><c> to</c><00:07:05.280><c> throw</c><00:07:05.800><c> magic</c>

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was a real chance to throw magic
 

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was a real chance to throw magic
internet<00:07:06.440><c> money</c><00:07:07.039><c> and</c><00:07:07.240><c> test</c><00:07:07.680><c> whether</c><00:07:07.879><c> we</c><00:07:08.000><c> could</c>

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internet money and test whether we could
 

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internet money and test whether we could
actually<00:07:08.440><c> change</c><00:07:08.720><c> the</c><00:07:08.840><c> incentive</c><00:07:09.240><c> landscape</c>

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actually change the incentive landscape
 

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actually change the incentive landscape
um<00:07:10.319><c> so</c><00:07:10.440><c> I</c><00:07:10.520><c> think</c><00:07:10.639><c> people</c><00:07:10.800><c> should</c><00:07:10.960><c> pay</c>

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um so I think people should pay
 

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um so I think people should pay
attention<00:07:11.400><c> to</c><00:07:11.599><c> this</c><00:07:11.840><c> regardless</c><00:07:12.280><c> of</c><00:07:12.440><c> whether</c>

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attention to this regardless of whether
 

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attention to this regardless of whether
they<00:07:12.759><c> participate</c><00:07:13.199><c> directly</c><00:07:13.520><c> or</c>

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they participate directly or
 

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they participate directly or
not<00:07:15.759><c> but</c><00:07:16.000><c> first</c><00:07:16.440><c> because</c><00:07:16.680><c> the</c><00:07:16.800><c> only</c><00:07:16.960><c> thing</c>

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not but first because the only thing
 

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not but first because the only thing
that<00:07:17.240><c> people</c><00:07:17.520><c> like</c><00:07:17.879><c> more</c><00:07:18.400><c> than</c><00:07:18.599><c> throwing</c>

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that people like more than throwing
 

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that people like more than throwing
tokens<00:07:19.360><c> around</c><00:07:19.919><c> is</c><00:07:20.199><c> complaining</c><00:07:20.599><c> about</c>

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tokens around is complaining about
 

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tokens around is complaining about
things<00:07:21.000><c> on</c><00:07:21.120><c> Twitter</c><00:07:21.919><c> I</c><00:07:22.000><c> want</c><00:07:22.160><c> to</c><00:07:22.319><c> address</c><00:07:22.599><c> the</c>

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things on Twitter I want to address the
 

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things on Twitter I want to address the
few<00:07:22.960><c> myths</c><00:07:23.479><c> about</c><00:07:24.039><c> optimism</c><00:07:24.919><c> and</c><00:07:25.039><c> the</c><00:07:25.160><c> program</c>

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few myths about optimism and the program
 

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few myths about optimism and the program
of<00:07:25.560><c> retr</c><00:07:26.199><c> funding</c><00:07:27.199><c> uh</c><00:07:27.360><c> so</c><00:07:27.720><c> the</c><00:07:27.879><c> first</c><00:07:28.199><c> myth</c><00:07:29.080><c> is</c>

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of retr funding uh so the first myth is
 

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of retr funding uh so the first myth is
that<00:07:29.960><c> retr</c><00:07:30.280><c> funding</c><00:07:30.560><c> comes</c><00:07:30.800><c> with</c><00:07:31.319><c> conditions</c>

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that retr funding comes with conditions
 

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that retr funding comes with conditions
the<00:07:32.440><c> reality</c><00:07:33.120><c> is</c><00:07:33.240><c> the</c><00:07:33.440><c> projects</c><00:07:33.800><c> that</c><00:07:33.960><c> receive</c>

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the reality is the projects that receive
 

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the reality is the projects that receive
retr<00:07:35.039><c> funding</c><00:07:35.720><c> are</c><00:07:35.919><c> getting</c><00:07:36.240><c> with</c><00:07:36.400><c> no</c><00:07:36.560><c> strings</c>

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retr funding are getting with no strings
 

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retr funding are getting with no strings
attached<00:07:37.720><c> they</c><00:07:37.840><c> can</c><00:07:38.039><c> cash</c><00:07:38.240><c> out</c><00:07:38.560><c> they</c><00:07:38.680><c> can</c>

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attached they can cash out they can
 

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attached they can cash out they can
migrate<00:07:39.160><c> their</c><00:07:39.280><c> project</c><00:07:39.520><c> to</c><00:07:39.639><c> salana</c><00:07:40.520><c> they</c><00:07:40.599><c> can</c>

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migrate their project to salana they can
 

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migrate their project to salana they can
delegate<00:07:41.160><c> to</c><00:07:41.479><c> governance</c><00:07:42.479><c> um</c><00:07:42.599><c> or</c><00:07:42.759><c> they</c><00:07:42.879><c> can</c>

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delegate to governance um or they can
 

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delegate to governance um or they can
keep<00:07:43.160><c> building</c><00:07:43.720><c> and</c><00:07:43.879><c> what</c><00:07:44.000><c> we</c><00:07:44.080><c> see</c>

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keep building and what we see
 

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keep building and what we see
continuously<00:07:44.840><c> is</c><00:07:44.960><c> that</c><00:07:45.080><c> most</c><00:07:45.280><c> people</c>

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continuously is that most people
 

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continuously is that most people
actually<00:07:46.199><c> tend</c><00:07:46.479><c> to</c><00:07:46.759><c> keep</c><00:07:47.199><c> building</c><00:07:47.879><c> on</c>

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actually tend to keep building on
 

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actually tend to keep building on
optimism<00:07:50.120><c> uh</c><00:07:50.280><c> the</c><00:07:50.400><c> second</c><00:07:50.720><c> myth</c><00:07:51.720><c> is</c><00:07:52.039><c> that</c><00:07:52.280><c> retr</c>

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optimism uh the second myth is that retr
 

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optimism uh the second myth is that retr
funding<00:07:52.919><c> is</c><00:07:53.080><c> optimism's</c><00:07:53.680><c> only</c><00:07:53.960><c> Grand</c><00:07:54.319><c> program</c>

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funding is optimism's only Grand program
 

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funding is optimism's only Grand program
this<00:07:55.280><c> is</c><00:07:55.440><c> also</c><00:07:55.680><c> not</c><00:07:55.840><c> true</c><00:07:56.680><c> um</c><00:07:57.240><c> it</c><00:07:57.360><c> is</c><00:07:57.639><c> also</c><00:07:58.440><c> oop</c>

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this is also not true um it is also oop
 

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this is also not true um it is also oop
sorry

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sorry
 

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sorry
it<00:08:01.319><c> is</c><00:08:01.479><c> not</c><00:08:01.639><c> the</c><00:08:01.720><c> only</c><00:08:01.879><c> grants</c><00:08:02.240><c> program</c><00:08:02.560><c> it's</c>

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it is not the only grants program it's
 

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it is not the only grants program it's
also<00:08:02.960><c> not</c><00:08:03.120><c> the</c><00:08:03.240><c> largest</c><00:08:03.560><c> grants</c><00:08:03.960><c> program</c>

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also not the largest grants program
 

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also not the largest grants program
optimism<00:08:05.000><c> also</c><00:08:05.199><c> runs</c><00:08:05.639><c> prospective</c><00:08:06.080><c> funding</c>

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optimism also runs prospective funding
 

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optimism also runs prospective funding
uh<00:08:07.080><c> since</c><00:08:07.560><c> 2024</c><00:08:08.560><c> they've</c><00:08:08.800><c> given</c><00:08:08.960><c> out</c><00:08:09.159><c> more</c>

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uh since 2024 they've given out more
 

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uh since 2024 they've given out more
than<00:08:09.479><c> 60</c><00:08:09.800><c> million</c><00:08:10.120><c> I</c><00:08:10.240><c> believe</c><00:08:10.560><c> in</c><00:08:10.919><c> prospective</c>

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than 60 million I believe in prospective
 

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than 60 million I believe in prospective
Mission<00:08:12.000><c> based</c><00:08:12.440><c> grants</c><00:08:13.280><c> and</c><00:08:13.400><c> most</c><00:08:13.560><c> of</c><00:08:13.680><c> the</c>

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Mission based grants and most of the
 

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Mission based grants and most of the
projects<00:08:14.039><c> that</c><00:08:14.360><c> receiving</c><00:08:14.520><c> retr</c><00:08:14.840><c> funding</c>

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projects that receiving retr funding
 

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projects that receiving retr funding
have<00:08:15.720><c> also</c><00:08:16.120><c> received</c><00:08:16.400><c> some</c><00:08:16.599><c> form</c><00:08:17.120><c> or</c><00:08:17.319><c> a</c><00:08:17.440><c> large</c>

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have also received some form or a large
 

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have also received some form or a large
number<00:08:17.840><c> of</c><00:08:17.919><c> the</c><00:08:18.000><c> products</c><00:08:18.280><c> that</c><00:08:18.360><c> have</c>

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number of the products that have
 

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number of the products that have
received<00:08:18.800><c> retr</c><00:08:19.080><c> funding</c><00:08:19.360><c> have</c><00:08:19.479><c> also</c>

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received retr funding have also
 

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received retr funding have also
participated<00:08:20.280><c> in</c><00:08:20.440><c> these</c><00:08:20.720><c> prospective</c><00:08:21.280><c> grants</c>

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participated in these prospective grants
 

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participated in these prospective grants
um<00:08:23.120><c> I</c><00:08:23.199><c> think</c><00:08:23.360><c> there's</c><00:08:23.720><c> a</c><00:08:24.319><c> uh</c><00:08:24.960><c> a</c><00:08:25.120><c> narrative</c><00:08:25.520><c> that</c>

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um I think there's a uh a narrative that
 

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um I think there's a uh a narrative that
optimism<00:08:26.120><c> expects</c><00:08:26.440><c> all</c><00:08:26.520><c> of</c><00:08:26.639><c> its</c><00:08:26.800><c> teams</c><00:08:27.240><c> to</c>

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optimism expects all of its teams to
 

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optimism expects all of its teams to
work<00:08:27.520><c> for</c><00:08:27.680><c> free</c><00:08:28.000><c> and</c><00:08:28.120><c> pray</c><00:08:28.319><c> for</c><00:08:28.440><c> retr</c><00:08:28.720><c> funding</c>

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work for free and pray for retr funding
 

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work for free and pray for retr funding
is<00:08:29.680><c> not</c><00:08:29.840><c> the</c><00:08:30.000><c> case</c><00:08:30.400><c> there</c><00:08:30.520><c> are</c><00:08:30.639><c> various</c>

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is not the case there are various
 

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is not the case there are various
mechanisms<00:08:31.520><c> and</c><00:08:31.639><c> retr</c><00:08:31.960><c> funding</c><00:08:32.279><c> is</c><00:08:32.440><c> just</c><00:08:32.599><c> one</c>

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mechanisms and retr funding is just one
 

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mechanisms and retr funding is just one
of<00:08:32.880><c> them</c><00:08:33.320><c> and</c><00:08:33.479><c> obviously</c><00:08:33.880><c> the</c><00:08:34.000><c> most</c>

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of them and obviously the most
 

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of them and obviously the most
experimental<00:08:34.959><c> at</c><00:08:35.080><c> this</c>

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experimental at this
 

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experimental at this
point<00:08:37.159><c> myth</c><00:08:37.399><c> number</c><00:08:37.680><c> three</c><00:08:38.000><c> optimism</c><00:08:38.479><c> no</c>

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point myth number three optimism no
 

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point myth number three optimism no
longer<00:08:38.919><c> cares</c><00:08:39.200><c> about</c><00:08:39.399><c> public</c><00:08:39.680><c> goods</c><00:08:40.080><c> you've</c>

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longer cares about public goods you've
 

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longer cares about public goods you've
probably<00:08:40.479><c> heard</c><00:08:40.719><c> this</c><00:08:40.880><c> before</c><00:08:41.279><c> if</c><00:08:41.360><c> you</c><00:08:41.519><c> follow</c>

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probably heard this before if you follow
 

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probably heard this before if you follow
the<00:08:42.479><c> the</c><00:08:42.599><c> optimism</c><00:08:43.039><c> narrative</c><00:08:43.519><c> on</c><00:08:43.680><c> on</c><00:08:43.800><c> Twitter</c>

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the the optimism narrative on on Twitter
 

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the the optimism narrative on on Twitter
um<00:08:44.920><c> I</c><00:08:45.000><c> think</c><00:08:45.120><c> this</c><00:08:45.240><c> narrative</c><00:08:45.640><c> really</c><00:08:45.800><c> took</c>

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um I think this narrative really took
 

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um I think this narrative really took
root<00:08:46.240><c> after</c><00:08:46.440><c> optimism</c><00:08:46.880><c> changed</c><00:08:47.160><c> the</c><00:08:47.240><c> name</c><00:08:47.399><c> of</c>

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root after optimism changed the name of
 

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root after optimism changed the name of
the<00:08:47.680><c> program</c><00:08:48.480><c> uh</c><00:08:48.560><c> but</c><00:08:48.680><c> the</c><00:08:48.760><c> reality</c><00:08:49.080><c> is</c><00:08:49.200><c> that</c>

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the program uh but the reality is that
 

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the program uh but the reality is that
there<00:08:49.440><c> was</c><00:08:49.600><c> never</c><00:08:50.000><c> a</c><00:08:50.680><c> formal</c><00:08:51.120><c> definition</c><00:08:51.519><c> of</c>

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there was never a formal definition of
 

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there was never a formal definition of
what<00:08:51.720><c> a</c><00:08:51.839><c> public</c><00:08:52.080><c> good</c><00:08:52.320><c> is</c><00:08:53.000><c> optimism</c><00:08:53.640><c> and</c><00:08:53.880><c> I</c>

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what a public good is optimism and I
 

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what a public good is optimism and I
kind<00:08:54.120><c> of</c><00:08:54.200><c> agree</c><00:08:54.440><c> with</c><00:08:54.560><c> this</c><00:08:54.720><c> definition</c><00:08:55.160><c> have</c>

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kind of agree with this definition have
 

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kind of agree with this definition have
always<00:08:55.560><c> viewed</c><00:08:55.800><c> it</c><00:08:55.959><c> as</c><00:08:56.200><c> a</c><00:08:56.519><c> kind</c><00:08:56.640><c> of</c><00:08:56.760><c> a</c><00:08:56.880><c> spectrum</c>

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always viewed it as a kind of a spectrum
 

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always viewed it as a kind of a spectrum
and<00:08:58.040><c> the</c><00:08:58.160><c> role</c><00:08:58.399><c> of</c><00:08:58.519><c> retr</c><00:08:58.800><c> funding</c><00:08:59.040><c> is</c><00:08:59.120><c> to</c><00:08:59.240><c> fill</c>

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and the role of retr funding is to fill
 

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and the role of retr funding is to fill
fill<00:08:59.600><c> the</c><00:08:59.720><c> Gap</c><00:09:00.120><c> is</c><00:09:00.399><c> identify</c><00:09:01.360><c> where</c><00:09:01.519><c> is</c><00:09:01.640><c> the</c>

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fill the Gap is identify where is the
 

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fill the Gap is identify where is the
market<00:09:02.240><c> not</c><00:09:02.519><c> effective</c><00:09:02.880><c> in</c><00:09:03.040><c> rewarding</c><00:09:03.480><c> impact</c>

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market not effective in rewarding impact
 

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market not effective in rewarding impact
and<00:09:04.320><c> using</c><00:09:04.640><c> tokens</c><00:09:05.040><c> strategically</c><00:09:06.000><c> to</c><00:09:06.160><c> fill</c>

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and using tokens strategically to fill
 

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and using tokens strategically to fill
that

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that
 

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that
Gap<00:09:08.760><c> myth</c><00:09:09.040><c> number</c><00:09:09.279><c> four</c><00:09:09.720><c> VCB</c><00:09:10.480><c> projects</c><00:09:11.040><c> have</c>

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Gap myth number four VCB projects have
 

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Gap myth number four VCB projects have
an<00:09:11.320><c> unfair</c><00:09:12.160><c> Advantage</c><00:09:13.160><c> uh</c><00:09:13.240><c> we</c><00:09:13.360><c> can</c><00:09:13.519><c> actually</c>

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an unfair Advantage uh we can actually
 

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an unfair Advantage uh we can actually
check<00:09:13.920><c> the</c><00:09:14.040><c> data</c><00:09:14.480><c> on</c><00:09:14.720><c> this</c><00:09:15.120><c> and</c><00:09:15.320><c> what</c><00:09:15.480><c> we</c><00:09:15.600><c> see</c>

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check the data on this and what we see
 

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check the data on this and what we see
is<00:09:16.000><c> that</c><00:09:16.440><c> uh</c><00:09:16.519><c> VC</c><00:09:16.880><c> backed</c><00:09:17.240><c> projects</c><00:09:18.120><c> are</c><00:09:18.360><c> a</c>

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is that uh VC backed projects are a
 

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is that uh VC backed projects are a
relatively<00:09:19.000><c> small</c><00:09:19.279><c> number</c><00:09:19.480><c> of</c><00:09:19.600><c> the</c><00:09:19.760><c> projects</c>

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relatively small number of the projects
 

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relatively small number of the projects
that<00:09:20.200><c> have</c><00:09:20.480><c> received</c><00:09:20.680><c> retr</c><00:09:21.040><c> funding</c><00:09:21.680><c> and</c>

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that have received retr funding and
 

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that have received retr funding and
historically<00:09:22.399><c> they</c><00:09:22.519><c> have</c><00:09:22.640><c> not</c><00:09:22.839><c> performed</c><00:09:23.240><c> as</c>

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historically they have not performed as
 

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historically they have not performed as
well<00:09:23.760><c> as</c><00:09:24.040><c> projects</c><00:09:24.480><c> that</c><00:09:24.600><c> do</c><00:09:24.760><c> not</c><00:09:25.040><c> have</c><00:09:25.800><c> um</c><00:09:25.959><c> any</c>

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well as projects that do not have um any
 

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well as projects that do not have um any
VC<00:09:26.480><c> funding</c><00:09:27.240><c> so</c><00:09:27.440><c> at</c><00:09:27.560><c> least</c><00:09:27.760><c> to</c><00:09:27.959><c> date</c><00:09:28.440><c> VC</c>

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VC funding so at least to date VC
 

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VC funding so at least to date VC
projects<00:09:29.440><c> do</c><00:09:29.600><c> not</c><00:09:29.760><c> seem</c><00:09:29.959><c> to</c><00:09:30.079><c> have</c><00:09:30.240><c> any</c><00:09:30.519><c> unfair</c>

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projects do not seem to have any unfair
 

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projects do not seem to have any unfair
Advantage<00:09:31.560><c> even</c><00:09:31.720><c> though</c><00:09:31.880><c> there</c><00:09:31.959><c> are</c><00:09:32.120><c> some</c>

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Advantage even though there are some
 

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Advantage even though there are some
large<00:09:32.519><c> ones</c><00:09:32.760><c> that</c><00:09:32.880><c> have</c><00:09:33.040><c> participated</c><00:09:33.720><c> in</c><00:09:33.839><c> the</c>

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large ones that have participated in the
 

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large ones that have participated in the
rounds<00:09:35.959><c> and</c><00:09:36.200><c> myth</c><00:09:36.440><c> number</c><00:09:36.760><c> five</c><00:09:37.040><c> is</c><00:09:37.200><c> that</c>

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rounds and myth number five is that
 

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rounds and myth number five is that
optimism's<00:09:38.000><c> badge</c><00:09:38.320><c> holders</c><00:09:39.079><c> are</c><00:09:39.320><c> super</c><00:09:39.680><c> good</c>

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optimism's badge holders are super good
 

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optimism's badge holders are super good
at<00:09:40.120><c> deciding</c><00:09:40.560><c> how</c><00:09:40.680><c> much</c><00:09:40.880><c> retr</c><00:09:41.200><c> funding</c><00:09:41.680><c> each</c>

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at deciding how much retr funding each
 

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at deciding how much retr funding each
project<00:09:43.000><c> deserves</c><00:09:44.000><c> the</c><00:09:44.120><c> reality</c><00:09:44.519><c> is</c><00:09:44.640><c> that</c><00:09:44.760><c> we</c>

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project deserves the reality is that we
 

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project deserves the reality is that we
are<00:09:45.000><c> just</c><00:09:45.160><c> humans</c><00:09:45.920><c> um</c><00:09:46.079><c> we</c><00:09:46.200><c> have</c><00:09:46.399><c> other</c><00:09:46.640><c> jobs</c><00:09:46.880><c> in</c>

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are just humans um we have other jobs in
 

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are just humans um we have other jobs in
many<00:09:47.320><c> cases</c><00:09:47.720><c> other</c><00:09:47.959><c> ecosystems</c><00:09:48.640><c> that</c><00:09:48.760><c> we</c><00:09:48.880><c> are</c>

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many cases other ecosystems that we are
 

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many cases other ecosystems that we are
that<00:09:49.240><c> we</c><00:09:49.320><c> are</c><00:09:49.440><c> working</c><00:09:49.720><c> on</c><00:09:50.399><c> and</c><00:09:50.480><c> so</c><00:09:50.600><c> it</c><00:09:50.720><c> is</c><00:09:50.880><c> very</c>

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that we are working on and so it is very
 

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that we are working on and so it is very
difficult<00:09:51.519><c> for</c><00:09:51.760><c> any</c><00:09:52.120><c> one</c><00:09:52.360><c> badge</c><00:09:52.680><c> holder</c><00:09:52.959><c> to</c>

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difficult for any one badge holder to
 

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difficult for any one badge holder to
have<00:09:53.920><c> a</c><00:09:54.240><c> a</c><00:09:54.399><c> God</c><00:09:54.680><c> view</c><00:09:54.959><c> of</c><00:09:55.120><c> all</c><00:09:55.200><c> of</c><00:09:55.320><c> the</c><00:09:55.519><c> projects</c>

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have a a God view of all of the projects
 

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have a a God view of all of the projects
and<00:09:56.120><c> what</c><00:09:56.240><c> they're</c><00:09:56.399><c> doing</c><00:09:57.000><c> and</c><00:09:57.120><c> to</c><00:09:57.240><c> be</c><00:09:57.399><c> able</c><00:09:57.640><c> to</c>

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and what they're doing and to be able to
 

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and what they're doing and to be able to
review<00:09:58.800><c> each</c><00:09:58.959><c> one</c><00:09:59.399><c> with</c><00:09:59.519><c> a</c><00:09:59.640><c> level</c><00:09:59.839><c> of</c><00:10:00.000><c> care</c>

00:10:00.269 --> 00:10:00.279 align:start position:0%
review each one with a level of care
 

00:10:00.279 --> 00:10:02.710 align:start position:0%
review each one with a level of care
that<00:10:00.440><c> that</c><00:10:00.640><c> project</c><00:10:01.079><c> most</c><00:10:01.320><c> likely</c><00:10:01.720><c> deserves</c>

00:10:02.710 --> 00:10:02.720 align:start position:0%
that that project most likely deserves
 

00:10:02.720 --> 00:10:06.710 align:start position:0%
that that project most likely deserves
um<00:10:03.399><c> so</c><00:10:03.959><c> I</c><00:10:04.079><c> think</c><00:10:04.320><c> that</c><00:10:04.800><c> a</c><00:10:04.959><c> lot</c><00:10:05.079><c> of</c><00:10:05.920><c> uh</c><00:10:06.120><c> improving</c>

00:10:06.710 --> 00:10:06.720 align:start position:0%
um so I think that a lot of uh improving
 

00:10:06.720 --> 00:10:07.870 align:start position:0%
um so I think that a lot of uh improving
retr<00:10:07.040><c> funding</c><00:10:07.279><c> is</c><00:10:07.399><c> going</c><00:10:07.480><c> to</c><00:10:07.560><c> be</c><00:10:07.680><c> about</c>

00:10:07.870 --> 00:10:07.880 align:start position:0%
retr funding is going to be about
 

00:10:07.880 --> 00:10:09.630 align:start position:0%
retr funding is going to be about
finding<00:10:08.160><c> the</c><00:10:08.279><c> right</c><00:10:08.480><c> balance</c><00:10:09.200><c> of</c><00:10:09.360><c> figuring</c>

00:10:09.630 --> 00:10:09.640 align:start position:0%
finding the right balance of figuring
 

00:10:09.640 --> 00:10:11.310 align:start position:0%
finding the right balance of figuring
out<00:10:09.800><c> what</c><00:10:09.920><c> humans</c><00:10:10.320><c> and</c><00:10:10.480><c> algorithms</c><00:10:11.000><c> are</c><00:10:11.160><c> good</c>

00:10:11.310 --> 00:10:11.320 align:start position:0%
out what humans and algorithms are good
 

00:10:11.320 --> 00:10:13.230 align:start position:0%
out what humans and algorithms are good
at<00:10:11.800><c> so</c><00:10:11.959><c> that</c><00:10:12.079><c> we</c><00:10:12.200><c> can</c><00:10:12.320><c> make</c><00:10:12.440><c> it</c><00:10:12.560><c> more</c><00:10:12.760><c> efficient</c>

00:10:13.230 --> 00:10:13.240 align:start position:0%
at so that we can make it more efficient
 

00:10:13.240 --> 00:10:14.870 align:start position:0%
at so that we can make it more efficient
but<00:10:13.360><c> at</c><00:10:13.480><c> the</c><00:10:13.560><c> same</c><00:10:13.800><c> time</c><00:10:14.320><c> ensure</c><00:10:14.600><c> that</c><00:10:14.720><c> we're</c>

00:10:14.870 --> 00:10:14.880 align:start position:0%
but at the same time ensure that we're
 

00:10:14.880 --> 00:10:16.790 align:start position:0%
but at the same time ensure that we're
learning<00:10:15.360><c> continuously</c><00:10:16.160><c> how</c><00:10:16.279><c> to</c><00:10:16.399><c> improve</c><00:10:16.680><c> the</c>

00:10:16.790 --> 00:10:16.800 align:start position:0%
learning continuously how to improve the
 

00:10:16.800 --> 00:10:18.509 align:start position:0%
learning continuously how to improve the
allocations<00:10:17.480><c> and</c><00:10:17.600><c> make</c><00:10:17.720><c> sure</c><00:10:17.880><c> we</c><00:10:18.040><c> get</c><00:10:18.200><c> closer</c>

00:10:18.509 --> 00:10:18.519 align:start position:0%
allocations and make sure we get closer
 

00:10:18.519 --> 00:10:21.030 align:start position:0%
allocations and make sure we get closer
to

00:10:21.030 --> 00:10:21.040 align:start position:0%
to
 

00:10:21.040 --> 00:10:24.030 align:start position:0%
to
impact<00:10:22.040><c> so</c><00:10:22.240><c> far</c><00:10:22.399><c> so</c><00:10:22.640><c> good</c><00:10:23.600><c> now</c><00:10:23.720><c> we're</c><00:10:23.839><c> going</c><00:10:23.920><c> to</c>

00:10:24.030 --> 00:10:24.040 align:start position:0%
impact so far so good now we're going to
 

00:10:24.040 --> 00:10:26.190 align:start position:0%
impact so far so good now we're going to
get<00:10:24.200><c> into</c><00:10:24.640><c> the</c><00:10:24.800><c> so</c><00:10:25.040><c> what</c><00:10:25.480><c> has</c><00:10:25.640><c> this</c><00:10:25.839><c> program</c>

00:10:26.190 --> 00:10:26.200 align:start position:0%
get into the so what has this program
 

00:10:26.200 --> 00:10:28.069 align:start position:0%
get into the so what has this program
actually<00:10:26.440><c> delivered</c><00:10:27.000><c> on</c><00:10:27.200><c> these</c><00:10:27.399><c> promises</c><00:10:28.000><c> is</c>

00:10:28.069 --> 00:10:28.079 align:start position:0%
actually delivered on these promises is
 

00:10:28.079 --> 00:10:30.310 align:start position:0%
actually delivered on these promises is
it<00:10:28.279><c> effective</c><00:10:28.680><c> at</c><00:10:28.800><c> rewarding</c><00:10:29.120><c> imp</c><00:10:29.360><c> impact</c><00:10:30.200><c> um</c>

00:10:30.310 --> 00:10:30.320 align:start position:0%
it effective at rewarding imp impact um
 

00:10:30.320 --> 00:10:32.430 align:start position:0%
it effective at rewarding imp impact um
or<00:10:30.480><c> is</c><00:10:30.560><c> it</c><00:10:30.760><c> just</c><00:10:30.959><c> a</c><00:10:31.320><c> expensive</c><00:10:32.000><c> well-branded</c>

00:10:32.430 --> 00:10:32.440 align:start position:0%
or is it just a expensive well-branded
 

00:10:32.440 --> 00:10:34.470 align:start position:0%
or is it just a expensive well-branded
marketing

00:10:34.470 --> 00:10:34.480 align:start position:0%
marketing
 

00:10:34.480 --> 00:10:37.269 align:start position:0%
marketing
campaign<00:10:35.480><c> uh</c><00:10:35.920><c> to</c><00:10:36.120><c> date</c><00:10:36.560><c> optimism</c><00:10:37.079><c> has</c>

00:10:37.269 --> 00:10:37.279 align:start position:0%
campaign uh to date optimism has
 

00:10:37.279 --> 00:10:39.629 align:start position:0%
campaign uh to date optimism has
supported<00:10:37.680><c> a</c><00:10:37.800><c> lot</c><00:10:37.920><c> of</c><00:10:38.160><c> projects</c><00:10:38.959><c> more</c><00:10:39.200><c> than</c>

00:10:39.629 --> 00:10:39.639 align:start position:0%
supported a lot of projects more than
 

00:10:39.639 --> 00:10:42.069 align:start position:0%
supported a lot of projects more than
700<00:10:40.639><c> um</c><00:10:40.839><c> and</c><00:10:40.959><c> there</c><00:10:41.079><c> is</c><00:10:41.279><c> a</c><00:10:41.560><c> power</c><00:10:41.839><c> law</c>

00:10:42.069 --> 00:10:42.079 align:start position:0%
700 um and there is a power law
 

00:10:42.079 --> 00:10:44.110 align:start position:0%
700 um and there is a power law
distribution<00:10:42.760><c> in</c><00:10:42.920><c> terms</c><00:10:43.240><c> of</c><00:10:43.800><c> how</c><00:10:43.959><c> much</c>

00:10:44.110 --> 00:10:44.120 align:start position:0%
distribution in terms of how much
 

00:10:44.120 --> 00:10:45.949 align:start position:0%
distribution in terms of how much
funding<00:10:44.440><c> they</c><00:10:44.600><c> have</c><00:10:44.959><c> received</c><00:10:45.519><c> so</c><00:10:45.680><c> what</c><00:10:45.800><c> this</c>

00:10:45.949 --> 00:10:45.959 align:start position:0%
funding they have received so what this
 

00:10:45.959 --> 00:10:48.110 align:start position:0%
funding they have received so what this
graph<00:10:46.160><c> is</c><00:10:46.279><c> showing</c><00:10:46.600><c> on</c><00:10:46.760><c> the</c><00:10:46.880><c> xais</c><00:10:47.680><c> is</c><00:10:47.880><c> all</c><00:10:48.000><c> of</c>

00:10:48.110 --> 00:10:48.120 align:start position:0%
graph is showing on the xais is all of
 

00:10:48.120 --> 00:10:50.230 align:start position:0%
graph is showing on the xais is all of
the<00:10:48.320><c> projects</c><00:10:49.040><c> ranked</c><00:10:49.440><c> by</c><00:10:49.560><c> how</c><00:10:49.680><c> much</c><00:10:49.880><c> funding</c>

00:10:50.230 --> 00:10:50.240 align:start position:0%
the projects ranked by how much funding
 

00:10:50.240 --> 00:10:51.870 align:start position:0%
the projects ranked by how much funding
they<00:10:50.360><c> have</c><00:10:50.720><c> received</c><00:10:51.240><c> since</c><00:10:51.440><c> the</c><00:10:51.560><c> start</c><00:10:51.720><c> of</c>

00:10:51.870 --> 00:10:51.880 align:start position:0%
they have received since the start of
 

00:10:51.880 --> 00:10:54.430 align:start position:0%
they have received since the start of
retr<00:10:52.200><c> funding</c><00:10:53.079><c> and</c><00:10:53.279><c> you</c><00:10:53.399><c> can</c><00:10:53.519><c> see</c><00:10:53.720><c> that</c><00:10:53.920><c> a</c>

00:10:54.430 --> 00:10:54.440 align:start position:0%
retr funding and you can see that a
 

00:10:54.440 --> 00:10:55.670 align:start position:0%
retr funding and you can see that a
average<00:10:54.839><c> project</c><00:10:55.160><c> who's</c><00:10:55.320><c> been</c><00:10:55.440><c> in</c><00:10:55.519><c> the</c>

00:10:55.670 --> 00:10:55.680 align:start position:0%
average project who's been in the
 

00:10:55.680 --> 00:10:58.670 align:start position:0%
average project who's been in the
program<00:10:56.160><c> has</c><00:10:56.320><c> gotten</c><00:10:56.600><c> about</c><00:10:56.800><c> 40,000</c><00:10:57.399><c> op</c><00:10:58.279><c> a</c><00:10:58.480><c> top</c>

00:10:58.670 --> 00:10:58.680 align:start position:0%
program has gotten about 40,000 op a top
 

00:10:58.680 --> 00:10:59.750 align:start position:0%
program has gotten about 40,000 op a top
one

00:10:59.750 --> 00:10:59.760 align:start position:0%
one
 

00:10:59.760 --> 00:11:01.710 align:start position:0%
one
160<00:11:00.480><c> and</c><00:11:00.600><c> there's</c><00:11:00.760><c> a</c><00:11:00.880><c> few</c><00:11:01.079><c> that</c><00:11:01.160><c> have</c><00:11:01.480><c> received</c>

00:11:01.710 --> 00:11:01.720 align:start position:0%
160 and there's a few that have received
 

00:11:01.720 --> 00:11:04.030 align:start position:0%
160 and there's a few that have received
over<00:11:02.160><c> 500,000</c><00:11:03.160><c> at</c><00:11:03.279><c> the</c><00:11:03.399><c> time</c><00:11:03.639><c> probably</c><00:11:03.839><c> worth</c>

00:11:04.030 --> 00:11:04.040 align:start position:0%
over 500,000 at the time probably worth
 

00:11:04.040 --> 00:11:06.350 align:start position:0%
over 500,000 at the time probably worth
more<00:11:04.160><c> than</c><00:11:04.279><c> a</c><00:11:04.360><c> million</c><00:11:05.000><c> dollars</c><00:11:06.000><c> um</c><00:11:06.120><c> so</c><00:11:06.240><c> this</c>

00:11:06.350 --> 00:11:06.360 align:start position:0%
more than a million dollars um so this
 

00:11:06.360 --> 00:11:08.829 align:start position:0%
more than a million dollars um so this
has<00:11:06.519><c> been</c><00:11:06.680><c> the</c><00:11:06.800><c> distribution</c><00:11:07.560><c> so</c><00:11:07.800><c> far</c><00:11:08.440><c> it</c><00:11:08.560><c> is</c><00:11:08.680><c> a</c>

00:11:08.829 --> 00:11:08.839 align:start position:0%
has been the distribution so far it is a
 

00:11:08.839 --> 00:11:11.550 align:start position:0%
has been the distribution so far it is a
power<00:11:09.079><c> law</c><00:11:09.320><c> it's</c><00:11:09.519><c> not</c><00:11:09.800><c> a</c><00:11:10.000><c> kind</c><00:11:10.120><c> of</c><00:11:10.240><c> flat</c><00:11:10.519><c> even</c>

00:11:11.550 --> 00:11:11.560 align:start position:0%
power law it's not a kind of flat even
 

00:11:11.560 --> 00:11:13.430 align:start position:0%
power law it's not a kind of flat even
distribution<00:11:12.560><c> and</c><00:11:12.760><c> what</c><00:11:12.839><c> you</c><00:11:12.959><c> can</c><00:11:13.079><c> see</c><00:11:13.279><c> is</c>

00:11:13.430 --> 00:11:13.440 align:start position:0%
distribution and what you can see is
 

00:11:13.440 --> 00:11:15.269 align:start position:0%
distribution and what you can see is
that<00:11:13.639><c> the</c><00:11:13.800><c> projects</c><00:11:14.120><c> that</c><00:11:14.279><c> tend</c><00:11:14.440><c> to</c><00:11:14.600><c> receive</c>

00:11:15.269 --> 00:11:15.279 align:start position:0%
that the projects that tend to receive
 

00:11:15.279 --> 00:11:17.310 align:start position:0%
that the projects that tend to receive
more<00:11:15.519><c> funding</c><00:11:16.279><c> are</c><00:11:16.560><c> projects</c><00:11:16.880><c> that</c><00:11:17.000><c> many</c><00:11:17.160><c> of</c>

00:11:17.310 --> 00:11:17.320 align:start position:0%
more funding are projects that many of
 

00:11:17.320 --> 00:11:20.069 align:start position:0%
more funding are projects that many of
you<00:11:17.920><c> may</c><00:11:18.079><c> be</c><00:11:18.240><c> familiar</c><00:11:18.680><c> with</c><00:11:19.320><c> at</c><00:11:19.440><c> the</c><00:11:19.600><c> very</c><00:11:19.839><c> top</c>

00:11:20.069 --> 00:11:20.079 align:start position:0%
you may be familiar with at the very top
 

00:11:20.079 --> 00:11:22.310 align:start position:0%
you may be familiar with at the very top
you<00:11:20.279><c> have</c><00:11:20.560><c> protocol</c><00:11:21.040><c> Guild</c><00:11:21.720><c> you</c><00:11:21.880><c> also</c><00:11:22.160><c> have</c>

00:11:22.310 --> 00:11:22.320 align:start position:0%
you have protocol Guild you also have
 

00:11:22.320 --> 00:11:24.230 align:start position:0%
you have protocol Guild you also have
teams<00:11:22.639><c> that</c><00:11:22.760><c> have</c><00:11:22.959><c> focused</c><00:11:23.399><c> on</c><00:11:23.600><c> developing</c>

00:11:24.230 --> 00:11:24.240 align:start position:0%
teams that have focused on developing
 

00:11:24.240 --> 00:11:26.430 align:start position:0%
teams that have focused on developing
specifically<00:11:24.639><c> for</c><00:11:24.839><c> optimism</c><00:11:25.839><c> um</c><00:11:26.040><c> like</c><00:11:26.200><c> test</c>

00:11:26.430 --> 00:11:26.440 align:start position:0%
specifically for optimism um like test
 

00:11:26.440 --> 00:11:28.670 align:start position:0%
specifically for optimism um like test
and<00:11:26.680><c> prod</c><00:11:27.399><c> you</c><00:11:27.560><c> have</c><00:11:27.760><c> core</c><00:11:28.000><c> Primitives</c><00:11:28.480><c> on</c><00:11:28.600><c> the</c>

00:11:28.670 --> 00:11:28.680 align:start position:0%
and prod you have core Primitives on the
 

00:11:28.680 --> 00:11:31.470 align:start position:0%
and prod you have core Primitives on the
super<00:11:28.959><c> chain</c><00:11:29.519><c> like</c><00:11:29.839><c> um</c><00:11:30.000><c> account</c><00:11:30.279><c> abstraction</c>

00:11:31.470 --> 00:11:31.480 align:start position:0%
super chain like um account abstraction
 

00:11:31.480 --> 00:11:35.030 align:start position:0%
super chain like um account abstraction
437<00:11:32.480><c> um</c><00:11:33.079><c> e</c><00:11:34.040><c> you</c><00:11:34.200><c> also</c><00:11:34.440><c> have</c><00:11:34.560><c> some</c><00:11:34.639><c> of</c><00:11:34.760><c> the</c><00:11:34.839><c> major</c>

00:11:35.030 --> 00:11:35.040 align:start position:0%
437 um e you also have some of the major
 

00:11:35.040 --> 00:11:38.710 align:start position:0%
437 um e you also have some of the major
defi<00:11:35.440><c> protocols</c><00:11:35.959><c> like</c><00:11:36.160><c> vome</c><00:11:37.160><c> um</c><00:11:37.760><c> and</c><00:11:38.360><c> social</c>

00:11:38.710 --> 00:11:38.720 align:start position:0%
defi protocols like vome um and social
 

00:11:38.720 --> 00:11:41.710 align:start position:0%
defi protocols like vome um and social
apps<00:11:39.040><c> like</c><00:11:39.160><c> Zora</c><00:11:40.040><c> you</c><00:11:40.200><c> also</c><00:11:40.600><c> have</c><00:11:41.240><c> developer</c>

00:11:41.710 --> 00:11:41.720 align:start position:0%
apps like Zora you also have developer
 

00:11:41.720 --> 00:11:44.190 align:start position:0%
apps like Zora you also have developer
libraries<00:11:42.480><c> like</c><00:11:42.639><c> ethers</c><00:11:43.079><c> and</c><00:11:43.279><c> weim</c><00:11:43.720><c> and</c><00:11:43.880><c> open</c>

00:11:44.190 --> 00:11:44.200 align:start position:0%
libraries like ethers and weim and open
 

00:11:44.200 --> 00:11:45.710 align:start position:0%
libraries like ethers and weim and open
Zeppelin<00:11:44.600><c> contracts</c><00:11:45.120><c> that</c><00:11:45.320><c> historically</c>

00:11:45.710 --> 00:11:45.720 align:start position:0%
Zeppelin contracts that historically
 

00:11:45.720 --> 00:11:48.150 align:start position:0%
Zeppelin contracts that historically
have<00:11:45.839><c> not</c><00:11:46.120><c> received</c><00:11:46.279><c> any</c><00:11:46.440><c> funding</c><00:11:47.399><c> um</c><00:11:47.600><c> or</c><00:11:48.040><c> of</c>

00:11:48.150 --> 00:11:48.160 align:start position:0%
have not received any funding um or of
 

00:11:48.160 --> 00:11:50.389 align:start position:0%
have not received any funding um or of
this<00:11:48.360><c> scale</c><00:11:49.040><c> and</c><00:11:49.160><c> so</c><00:11:49.320><c> this</c><00:11:49.399><c> is</c><00:11:49.600><c> also</c><00:11:49.839><c> creating</c>

00:11:50.389 --> 00:11:50.399 align:start position:0%
this scale and so this is also creating
 

00:11:50.399 --> 00:11:52.110 align:start position:0%
this scale and so this is also creating
a<00:11:50.600><c> recurring</c><00:11:51.040><c> Revenue</c><00:11:51.399><c> model</c><00:11:51.760><c> for</c><00:11:51.959><c> those</c>

00:11:52.110 --> 00:11:52.120 align:start position:0%
a recurring Revenue model for those
 

00:11:52.120 --> 00:11:54.230 align:start position:0%
a recurring Revenue model for those
types<00:11:52.320><c> of</c><00:11:52.519><c> projects</c><00:11:53.360><c> in</c><00:11:53.480><c> any</c><00:11:53.680><c> case</c><00:11:53.920><c> it</c><00:11:54.000><c> isn't</c>

00:11:54.230 --> 00:11:54.240 align:start position:0%
types of projects in any case it isn't
 

00:11:54.240 --> 00:11:56.269 align:start position:0%
types of projects in any case it isn't
just<00:11:54.399><c> funding</c><00:11:54.720><c> a</c><00:11:54.880><c> narrow</c><00:11:55.240><c> set</c><00:11:55.680><c> of</c><00:11:55.880><c> defi</c>

00:11:56.269 --> 00:11:56.279 align:start position:0%
just funding a narrow set of defi
 

00:11:56.279 --> 00:11:58.470 align:start position:0%
just funding a narrow set of defi
protocols<00:11:56.760><c> this</c><00:11:56.880><c> is</c><00:11:57.000><c> a</c><00:11:57.160><c> pretty</c><00:11:57.440><c> expansive</c><00:11:58.320><c> and</c>

00:11:58.470 --> 00:11:58.480 align:start position:0%
protocols this is a pretty expansive and
 

00:11:58.480 --> 00:11:59.910 align:start position:0%
protocols this is a pretty expansive and
diverse<00:11:58.760><c> set</c><00:11:58.880><c> of</c><00:11:58.959><c> projects</c><00:11:59.440><c> that</c><00:11:59.519><c> have</c><00:11:59.639><c> been</c>

00:11:59.910 --> 00:11:59.920 align:start position:0%
diverse set of projects that have been
 

00:11:59.920 --> 00:12:01.870 align:start position:0%
diverse set of projects that have been
receiving<00:12:00.279><c> retr</c>

00:12:01.870 --> 00:12:01.880 align:start position:0%
receiving retr
 

00:12:01.880 --> 00:12:04.910 align:start position:0%
receiving retr
funding<00:12:02.880><c> and</c><00:12:03.200><c> anecdotally</c><00:12:04.200><c> um</c><00:12:04.320><c> retr</c><00:12:04.600><c> funding</c>

00:12:04.910 --> 00:12:04.920 align:start position:0%
funding and anecdotally um retr funding
 

00:12:04.920 --> 00:12:07.310 align:start position:0%
funding and anecdotally um retr funding
has<00:12:05.160><c> had</c><00:12:05.440><c> a</c><00:12:05.560><c> fair</c><00:12:05.720><c> amount</c><00:12:05.959><c> of</c><00:12:06.120><c> impact</c><00:12:06.760><c> um</c><00:12:06.959><c> one</c>

00:12:07.310 --> 00:12:07.320 align:start position:0%
has had a fair amount of impact um one
 

00:12:07.320 --> 00:12:09.389 align:start position:0%
has had a fair amount of impact um one
project<00:12:07.600><c> L2</c><00:12:07.959><c> be</c><00:12:08.480><c> they</c><00:12:08.639><c> wrote</c><00:12:08.920><c> this</c><00:12:09.240><c> um</c>

00:12:09.389 --> 00:12:09.399 align:start position:0%
project L2 be they wrote this um
 

00:12:09.399 --> 00:12:10.710 align:start position:0%
project L2 be they wrote this um
beautiful<00:12:09.760><c> letter</c><00:12:10.120><c> at</c><00:12:10.200><c> the</c><00:12:10.320><c> end</c><00:12:10.440><c> of</c><00:12:10.519><c> one</c><00:12:10.639><c> of</c>

00:12:10.710 --> 00:12:10.720 align:start position:0%
beautiful letter at the end of one of
 

00:12:10.720 --> 00:12:13.150 align:start position:0%
beautiful letter at the end of one of
the<00:12:10.839><c> rounds</c><00:12:11.639><c> thanking</c><00:12:12.200><c> retr</c><00:12:12.560><c> funding</c><00:12:12.920><c> in</c><00:12:13.040><c> the</c>

00:12:13.150 --> 00:12:13.160 align:start position:0%
the rounds thanking retr funding in the
 

00:12:13.160 --> 00:12:15.470 align:start position:0%
the rounds thanking retr funding in the
badge<00:12:13.440><c> holders</c><00:12:13.800><c> but</c><00:12:14.000><c> also</c><00:12:14.639><c> explaining</c><00:12:15.120><c> how</c><00:12:15.320><c> it</c>

00:12:15.470 --> 00:12:15.480 align:start position:0%
badge holders but also explaining how it
 

00:12:15.480 --> 00:12:17.430 align:start position:0%
badge holders but also explaining how it
actually<00:12:15.760><c> changed</c><00:12:16.680><c> how</c><00:12:16.839><c> they</c><00:12:16.959><c> thought</c><00:12:17.199><c> about</c>

00:12:17.430 --> 00:12:17.440 align:start position:0%
actually changed how they thought about
 

00:12:17.440 --> 00:12:18.949 align:start position:0%
actually changed how they thought about
their<00:12:17.639><c> purpose</c><00:12:18.120><c> in</c><00:12:18.279><c> the</c>

00:12:18.949 --> 00:12:18.959 align:start position:0%
their purpose in the
 

00:12:18.959 --> 00:12:21.790 align:start position:0%
their purpose in the
ecosystem<00:12:19.959><c> um</c><00:12:20.120><c> ween</c><00:12:20.399><c> ethereum</c><00:12:20.800><c> news</c><00:12:21.600><c> uh</c><00:12:21.720><c> this</c>

00:12:21.790 --> 00:12:21.800 align:start position:0%
ecosystem um ween ethereum news uh this
 

00:12:21.800 --> 00:12:23.230 align:start position:0%
ecosystem um ween ethereum news uh this
is<00:12:21.959><c> also</c><00:12:22.279><c> one</c><00:12:22.399><c> that</c><00:12:22.519><c> I</c><00:12:22.600><c> can</c><00:12:22.720><c> really</c><00:12:22.880><c> relate</c>

00:12:23.230 --> 00:12:23.240 align:start position:0%
is also one that I can really relate
 

00:12:23.240 --> 00:12:24.550 align:start position:0%
is also one that I can really relate
with<00:12:23.880><c> um</c><00:12:24.000><c> that</c><00:12:24.079><c> it</c><00:12:24.160><c> was</c><00:12:24.279><c> kind</c><00:12:24.360><c> of</c><00:12:24.440><c> a</c>

00:12:24.550 --> 00:12:24.560 align:start position:0%
with um that it was kind of a
 

00:12:24.560 --> 00:12:26.110 align:start position:0%
with um that it was kind of a
GameChanger<00:12:25.079><c> for</c><00:12:25.240><c> them</c><00:12:25.639><c> receiving</c><00:12:25.800><c> retr</c>

00:12:26.110 --> 00:12:26.120 align:start position:0%
GameChanger for them receiving retr
 

00:12:26.120 --> 00:12:27.870 align:start position:0%
GameChanger for them receiving retr
funding<00:12:26.519><c> it</c><00:12:26.639><c> allowed</c><00:12:26.959><c> them</c><00:12:27.079><c> to</c><00:12:27.199><c> work</c><00:12:27.399><c> on</c><00:12:27.600><c> this</c>

00:12:27.870 --> 00:12:27.880 align:start position:0%
funding it allowed them to work on this
 

00:12:27.880 --> 00:12:29.670 align:start position:0%
funding it allowed them to work on this
and<00:12:28.000><c> not</c><00:12:28.160><c> pursue</c><00:12:28.519><c> other</c><00:12:28.720><c> things</c>

00:12:29.670 --> 00:12:29.680 align:start position:0%
and not pursue other things
 

00:12:29.680 --> 00:12:31.670 align:start position:0%
and not pursue other things
at<00:12:29.839><c> open</c><00:12:30.040><c> source</c><00:12:30.279><c> Observer</c><00:12:31.199><c> um</c><00:12:31.399><c> this</c><00:12:31.519><c> was</c>

00:12:31.670 --> 00:12:31.680 align:start position:0%
at open source Observer um this was
 

00:12:31.680 --> 00:12:33.829 align:start position:0%
at open source Observer um this was
definitely<00:12:32.320><c> a</c><00:12:32.480><c> GameChanger</c><00:12:33.000><c> for</c><00:12:33.199><c> us</c><00:12:33.560><c> and</c><00:12:33.680><c> gave</c>

00:12:33.829 --> 00:12:33.839 align:start position:0%
definitely a GameChanger for us and gave
 

00:12:33.839 --> 00:12:36.069 align:start position:0%
definitely a GameChanger for us and gave
us<00:12:34.000><c> the</c><00:12:34.160><c> confidence</c><00:12:34.760><c> to</c><00:12:35.279><c> leave</c><00:12:35.600><c> start</c><00:12:35.839><c> a</c><00:12:35.920><c> new</c>

00:12:36.069 --> 00:12:36.079 align:start position:0%
us the confidence to leave start a new
 

00:12:36.079 --> 00:12:38.790 align:start position:0%
us the confidence to leave start a new
organization<00:12:36.720><c> and</c><00:12:36.880><c> focus</c><00:12:37.320><c> on</c><00:12:37.839><c> building</c><00:12:38.199><c> for</c>

00:12:38.790 --> 00:12:38.800 align:start position:0%
organization and focus on building for
 

00:12:38.800 --> 00:12:41.590 align:start position:0%
organization and focus on building for
optimism<00:12:39.800><c> um</c><00:12:40.040><c> so</c><00:12:40.519><c> are</c><00:12:40.680><c> we</c><00:12:40.800><c> a</c><00:12:40.880><c> few</c><00:12:41.040><c> outliers</c><00:12:41.480><c> or</c>

00:12:41.590 --> 00:12:41.600 align:start position:0%
optimism um so are we a few outliers or
 

00:12:41.600 --> 00:12:43.750 align:start position:0%
optimism um so are we a few outliers or
is<00:12:41.720><c> there</c><00:12:41.839><c> some</c><00:12:42.000><c> meaningful</c><00:12:42.360><c> signal</c>

00:12:43.750 --> 00:12:43.760 align:start position:0%
is there some meaningful signal
 

00:12:43.760 --> 00:12:47.069 align:start position:0%
is there some meaningful signal
here<00:12:44.760><c> at</c><00:12:44.880><c> opensource</c><00:12:45.360><c> Observer</c><00:12:46.160><c> um</c><00:12:46.800><c> the</c><00:12:46.959><c> the</c>

00:12:47.069 --> 00:12:47.079 align:start position:0%
here at opensource Observer um the the
 

00:12:47.079 --> 00:12:49.269 align:start position:0%
here at opensource Observer um the the
project<00:12:47.320><c> that</c><00:12:47.440><c> I'm</c><00:12:47.560><c> working</c><00:12:47.839><c> on</c><00:12:48.240><c> WE</c><00:12:48.480><c> track</c>

00:12:49.269 --> 00:12:49.279 align:start position:0%
project that I'm working on WE track
 

00:12:49.279 --> 00:12:51.110 align:start position:0%
project that I'm working on WE track
cohorts<00:12:49.880><c> of</c><00:12:50.079><c> other</c><00:12:50.399><c> projects</c><00:12:50.959><c> and</c>

00:12:51.110 --> 00:12:51.120 align:start position:0%
cohorts of other projects and
 

00:12:51.120 --> 00:12:53.150 align:start position:0%
cohorts of other projects and
collections<00:12:51.680><c> to</c><00:12:51.839><c> see</c><00:12:52.000><c> how</c><00:12:52.160><c> they</c><00:12:52.320><c> perform</c><00:12:52.839><c> over</c>

00:12:53.150 --> 00:12:53.160 align:start position:0%
collections to see how they perform over
 

00:12:53.160 --> 00:12:54.910 align:start position:0%
collections to see how they perform over
time<00:12:54.000><c> and</c><00:12:54.120><c> one</c><00:12:54.240><c> of</c><00:12:54.320><c> the</c><00:12:54.399><c> things</c><00:12:54.600><c> that</c><00:12:54.680><c> we</c><00:12:54.800><c> can</c>

00:12:54.910 --> 00:12:54.920 align:start position:0%
time and one of the things that we can
 

00:12:54.920 --> 00:12:56.750 align:start position:0%
time and one of the things that we can
clearly<00:12:55.199><c> see</c><00:12:55.399><c> in</c><00:12:55.519><c> the</c><00:12:55.639><c> data</c><00:12:56.279><c> if</c><00:12:56.360><c> you</c><00:12:56.519><c> remember</c>

00:12:56.750 --> 00:12:56.760 align:start position:0%
clearly see in the data if you remember
 

00:12:56.760 --> 00:12:58.069 align:start position:0%
clearly see in the data if you remember
that<00:12:56.880><c> developer</c><00:12:57.279><c> Capital</c><00:12:57.560><c> report</c><00:12:57.800><c> I</c><00:12:57.880><c> showed</c>

00:12:58.069 --> 00:12:58.079 align:start position:0%
that developer Capital report I showed
 

00:12:58.079 --> 00:12:59.750 align:start position:0%
that developer Capital report I showed
at<00:12:58.160><c> the</c><00:12:58.279><c> beginning</c><00:12:59.199><c> the</c><00:12:59.279><c> trend</c><00:12:59.480><c> line</c><00:12:59.639><c> for</c>

00:12:59.750 --> 00:12:59.760 align:start position:0%
at the beginning the trend line for
 

00:12:59.760 --> 00:13:01.670 align:start position:0%
at the beginning the trend line for
optimism<00:13:00.320><c> projects</c><00:13:00.880><c> especially</c><00:13:01.320><c> ones</c><00:13:01.560><c> that</c>

00:13:01.670 --> 00:13:01.680 align:start position:0%
optimism projects especially ones that
 

00:13:01.680 --> 00:13:04.629 align:start position:0%
optimism projects especially ones that
have<00:13:01.959><c> received</c><00:13:02.120><c> retr</c><00:13:02.440><c> funding</c><00:13:03.240><c> is</c><00:13:03.639><c> different</c>

00:13:04.629 --> 00:13:04.639 align:start position:0%
have received retr funding is different
 

00:13:04.639 --> 00:13:06.710 align:start position:0%
have received retr funding is different
on<00:13:04.760><c> the</c><00:13:04.920><c> x-axis</c><00:13:05.440><c> here</c><00:13:05.560><c> you</c><00:13:05.720><c> have</c><00:13:05.920><c> time</c><00:13:06.560><c> we</c><00:13:06.639><c> have</c>

00:13:06.710 --> 00:13:06.720 align:start position:0%
on the x-axis here you have time we have
 

00:13:06.720 --> 00:13:09.069 align:start position:0%
on the x-axis here you have time we have
a<00:13:06.800><c> few</c><00:13:07.160><c> Milestones</c><00:13:08.160><c> um</c><00:13:08.360><c> related</c><00:13:08.639><c> to</c><00:13:08.760><c> retr</c>

00:13:09.069 --> 00:13:09.079 align:start position:0%
a few Milestones um related to retr
 

00:13:09.079 --> 00:13:11.509 align:start position:0%
a few Milestones um related to retr
funding<00:13:09.360><c> three</c><00:13:09.839><c> the</c><00:13:09.959><c> biggest</c><00:13:10.320><c> round</c><00:13:11.240><c> and</c><00:13:11.440><c> you</c>

00:13:11.509 --> 00:13:11.519 align:start position:0%
funding three the biggest round and you
 

00:13:11.519 --> 00:13:13.189 align:start position:0%
funding three the biggest round and you
can<00:13:11.680><c> see</c><00:13:12.000><c> on</c><00:13:12.120><c> the</c><00:13:12.240><c> y</c><00:13:12.440><c> axis</c><00:13:12.760><c> the</c><00:13:12.880><c> number</c><00:13:13.079><c> of</c>

00:13:13.189 --> 00:13:13.199 align:start position:0%
can see on the y axis the number of
 

00:13:13.199 --> 00:13:14.990 align:start position:0%
can see on the y axis the number of
monthly<00:13:13.519><c> active</c><00:13:13.800><c> developers</c><00:13:14.600><c> that</c><00:13:14.720><c> have</c><00:13:14.839><c> been</c>

00:13:14.990 --> 00:13:15.000 align:start position:0%
monthly active developers that have been
 

00:13:15.000 --> 00:13:17.110 align:start position:0%
monthly active developers that have been
participating<00:13:15.560><c> in</c><00:13:15.720><c> those</c><00:13:15.959><c> in</c><00:13:16.120><c> in</c><00:13:16.240><c> the</c><00:13:16.399><c> program</c>

00:13:17.110 --> 00:13:17.120 align:start position:0%
participating in those in in the program
 

00:13:17.120 --> 00:13:18.829 align:start position:0%
participating in those in in the program
both<00:13:17.399><c> before</c><00:13:18.040><c> and</c><00:13:18.160><c> then</c><00:13:18.320><c> coming</c><00:13:18.519><c> out</c><00:13:18.720><c> the</c>

00:13:18.829 --> 00:13:18.839 align:start position:0%
both before and then coming out the
 

00:13:18.839 --> 00:13:21.150 align:start position:0%
both before and then coming out the
other<00:13:19.079><c> side</c><00:13:19.839><c> and</c><00:13:20.240><c> you</c><00:13:20.360><c> know</c><00:13:20.519><c> the</c><00:13:20.639><c> line</c><00:13:20.839><c> is</c><00:13:21.000><c> up</c>

00:13:21.150 --> 00:13:21.160 align:start position:0%
other side and you know the line is up
 

00:13:21.160 --> 00:13:23.230 align:start position:0%
other side and you know the line is up
and<00:13:21.279><c> to</c><00:13:21.399><c> the</c><00:13:21.600><c> right</c><00:13:22.600><c> but</c><00:13:22.760><c> there</c><00:13:22.880><c> could</c><00:13:23.000><c> be</c><00:13:23.079><c> a</c>

00:13:23.230 --> 00:13:23.240 align:start position:0%
and to the right but there could be a
 

00:13:23.240 --> 00:13:25.189 align:start position:0%
and to the right but there could be a
lot<00:13:23.360><c> of</c><00:13:23.480><c> things</c><00:13:23.680><c> that</c><00:13:23.760><c> are</c><00:13:23.920><c> explaining</c><00:13:24.440><c> this</c>

00:13:25.189 --> 00:13:25.199 align:start position:0%
lot of things that are explaining this
 

00:13:25.199 --> 00:13:27.629 align:start position:0%
lot of things that are explaining this
so<00:13:25.440><c> the</c><00:13:25.560><c> next</c><00:13:25.720><c> thing</c><00:13:25.839><c> we</c><00:13:25.959><c> want</c><00:13:26.079><c> to</c><00:13:26.240><c> look</c><00:13:26.440><c> at</c><00:13:27.120><c> is</c>

00:13:27.629 --> 00:13:27.639 align:start position:0%
so the next thing we want to look at is
 

00:13:27.639 --> 00:13:29.790 align:start position:0%
so the next thing we want to look at is
how<00:13:27.880><c> would</c><00:13:28.079><c> they</c><00:13:28.360><c> have</c><00:13:28.560><c> compared</c><00:13:29.279><c> relative</c><00:13:29.639><c> to</c>

00:13:29.790 --> 00:13:29.800 align:start position:0%
how would they have compared relative to
 

00:13:29.800 --> 00:13:32.069 align:start position:0%
how would they have compared relative to
some<00:13:30.000><c> kind</c><00:13:30.120><c> of</c><00:13:30.199><c> a</c><00:13:30.440><c> counterfactual</c><00:13:31.440><c> or</c><00:13:31.639><c> control</c>

00:13:32.069 --> 00:13:32.079 align:start position:0%
some kind of a counterfactual or control
 

00:13:32.079 --> 00:13:34.230 align:start position:0%
some kind of a counterfactual or control
group<00:13:32.880><c> we're</c><00:13:33.079><c> not</c><00:13:33.199><c> in</c><00:13:33.279><c> a</c><00:13:33.440><c> position</c><00:13:33.760><c> to</c>

00:13:34.230 --> 00:13:34.240 align:start position:0%
group we're not in a position to
 

00:13:34.240 --> 00:13:36.790 align:start position:0%
group we're not in a position to
basically<00:13:35.240><c> separate</c><00:13:35.639><c> out</c><00:13:35.880><c> the</c><00:13:36.000><c> groups</c><00:13:36.399><c> and</c><00:13:36.560><c> do</c>

00:13:36.790 --> 00:13:36.800 align:start position:0%
basically separate out the groups and do
 

00:13:36.800 --> 00:13:39.430 align:start position:0%
basically separate out the groups and do
a<00:13:37.079><c> pure</c><00:13:37.600><c> experimental</c><00:13:38.199><c> test</c><00:13:38.800><c> but</c><00:13:38.920><c> what</c><00:13:39.040><c> we</c><00:13:39.199><c> can</c>

00:13:39.430 --> 00:13:39.440 align:start position:0%
a pure experimental test but what we can
 

00:13:39.440 --> 00:13:42.310 align:start position:0%
a pure experimental test but what we can
do<00:13:39.680><c> is</c><00:13:39.800><c> create</c><00:13:40.040><c> a</c><00:13:40.199><c> synthetic</c><00:13:40.959><c> control</c><00:13:41.959><c> using</c>

00:13:42.310 --> 00:13:42.320 align:start position:0%
do is create a synthetic control using
 

00:13:42.320 --> 00:13:44.629 align:start position:0%
do is create a synthetic control using
data<00:13:42.600><c> about</c><00:13:42.800><c> other</c><00:13:43.320><c> ecosystems</c><00:13:44.320><c> at</c><00:13:44.440><c> open</c>

00:13:44.629 --> 00:13:44.639 align:start position:0%
data about other ecosystems at open
 

00:13:44.639 --> 00:13:46.509 align:start position:0%
data about other ecosystems at open
source<00:13:44.880><c> Observer</c><00:13:45.320><c> we</c><00:13:45.480><c> look</c><00:13:45.680><c> at</c><00:13:46.120><c> not</c><00:13:46.320><c> just</c>

00:13:46.509 --> 00:13:46.519 align:start position:0%
source Observer we look at not just
 

00:13:46.519 --> 00:13:48.350 align:start position:0%
source Observer we look at not just
optimism<00:13:47.199><c> but</c><00:13:47.279><c> a</c><00:13:47.440><c> range</c><00:13:47.680><c> of</c><00:13:47.800><c> other</c><00:13:48.000><c> crypto</c>

00:13:48.350 --> 00:13:48.360 align:start position:0%
optimism but a range of other crypto
 

00:13:48.360 --> 00:13:50.470 align:start position:0%
optimism but a range of other crypto
ecosystems<00:13:49.320><c> so</c><00:13:49.480><c> we</c><00:13:49.600><c> can</c><00:13:49.720><c> create</c><00:13:50.000><c> comparable</c>

00:13:50.470 --> 00:13:50.480 align:start position:0%
ecosystems so we can create comparable
 

00:13:50.480 --> 00:13:52.030 align:start position:0%
ecosystems so we can create comparable
metrics<00:13:50.959><c> for</c><00:13:51.160><c> how</c><00:13:51.360><c> projects</c><00:13:51.680><c> in</c><00:13:51.880><c> those</c>

00:13:52.030 --> 00:13:52.040 align:start position:0%
metrics for how projects in those
 

00:13:52.040 --> 00:13:54.430 align:start position:0%
metrics for how projects in those
ecosystems<00:13:52.759><c> have</c><00:13:53.000><c> have</c><00:13:53.279><c> performed</c><00:13:54.160><c> in</c><00:13:54.279><c> the</c>

00:13:54.430 --> 00:13:54.440 align:start position:0%
ecosystems have have performed in the
 

00:13:54.440 --> 00:13:57.069 align:start position:0%
ecosystems have have performed in the
absence<00:13:54.759><c> of</c><00:13:55.040><c> receiving</c><00:13:55.240><c> retr</c><00:13:55.800><c> funding</c><00:13:56.800><c> and</c><00:13:56.920><c> so</c>

00:13:57.069 --> 00:13:57.079 align:start position:0%
absence of receiving retr funding and so
 

00:13:57.079 --> 00:13:58.790 align:start position:0%
absence of receiving retr funding and so
through<00:13:57.320><c> this</c><00:13:57.480><c> we</c><00:13:57.600><c> can</c><00:13:57.759><c> see</c><00:13:58.399><c> that</c><00:13:58.560><c> there's</c>

00:13:58.790 --> 00:13:58.800 align:start position:0%
through this we can see that there's
 

00:13:58.800 --> 00:13:59.629 align:start position:0%
through this we can see that there's
actually

00:13:59.629 --> 00:13:59.639 align:start position:0%
actually
 

00:13:59.639 --> 00:14:01.790 align:start position:0%
actually
a<00:13:59.800><c> significant</c><00:14:00.440><c> increase</c><00:14:01.199><c> relative</c><00:14:01.560><c> to</c>

00:14:01.790 --> 00:14:01.800 align:start position:0%
a significant increase relative to
 

00:14:01.800 --> 00:14:03.870 align:start position:0%
a significant increase relative to
synthetic<00:14:02.240><c> control</c><00:14:02.920><c> for</c><00:14:03.199><c> projects</c><00:14:03.560><c> that</c>

00:14:03.870 --> 00:14:03.880 align:start position:0%
synthetic control for projects that
 

00:14:03.880 --> 00:14:09.870 align:start position:0%
synthetic control for projects that
received<00:14:04.360><c> retr</c><00:14:04.680><c> funding</c><00:14:05.079><c> from</c><00:14:05.279><c> round</c>

00:14:09.870 --> 00:14:09.880 align:start position:0%
 
 

00:14:09.880 --> 00:14:12.269 align:start position:0%
 
three<00:14:10.880><c> excuse</c>

00:14:12.269 --> 00:14:12.279 align:start position:0%
three excuse
 

00:14:12.279 --> 00:14:14.470 align:start position:0%
three excuse
me<00:14:13.279><c> we</c><00:14:13.399><c> can</c><00:14:13.519><c> do</c><00:14:13.680><c> this</c><00:14:13.800><c> for</c><00:14:14.000><c> any</c><00:14:14.160><c> number</c><00:14:14.360><c> of</c>

00:14:14.470 --> 00:14:14.480 align:start position:0%
me we can do this for any number of
 

00:14:14.480 --> 00:14:16.629 align:start position:0%
me we can do this for any number of
metrics<00:14:15.079><c> and</c><00:14:15.160><c> I've</c><00:14:15.320><c> only</c><00:14:15.440><c> shown</c><00:14:15.639><c> a</c><00:14:15.759><c> few</c><00:14:16.040><c> here</c>

00:14:16.629 --> 00:14:16.639 align:start position:0%
metrics and I've only shown a few here
 

00:14:16.639 --> 00:14:19.749 align:start position:0%
metrics and I've only shown a few here
but<00:14:16.800><c> this</c><00:14:16.959><c> is</c><00:14:17.399><c> a</c><00:14:17.800><c> a</c><00:14:17.959><c> comparison</c><00:14:18.680><c> of</c><00:14:18.920><c> onchain</c>

00:14:19.749 --> 00:14:19.759 align:start position:0%
but this is a a comparison of onchain
 

00:14:19.759 --> 00:14:21.350 align:start position:0%
but this is a a comparison of onchain
activity<00:14:20.199><c> for</c><00:14:20.440><c> projects</c><00:14:20.800><c> that</c><00:14:20.959><c> receive</c>

00:14:21.350 --> 00:14:21.360 align:start position:0%
activity for projects that receive
 

00:14:21.360 --> 00:14:23.749 align:start position:0%
activity for projects that receive
funding<00:14:21.680><c> from</c><00:14:21.880><c> retr</c><00:14:22.199><c> funding</c><00:14:22.440><c> 4</c><00:14:23.279><c> around</c><00:14:23.600><c> that</c>

00:14:23.749 --> 00:14:23.759 align:start position:0%
funding from retr funding 4 around that
 

00:14:23.759 --> 00:14:26.910 align:start position:0%
funding from retr funding 4 around that
Focus<00:14:24.199><c> specifically</c><00:14:24.880><c> on</c><00:14:25.040><c> onchain</c><00:14:25.920><c> Builders</c>

00:14:26.910 --> 00:14:26.920 align:start position:0%
Focus specifically on onchain Builders
 

00:14:26.920 --> 00:14:29.670 align:start position:0%
Focus specifically on onchain Builders
and<00:14:27.079><c> here</c><00:14:27.240><c> you</c><00:14:27.360><c> can</c><00:14:27.519><c> see</c><00:14:27.839><c> that</c><00:14:28.560><c> um</c><00:14:29.199><c> is</c><00:14:29.320><c> a</c><00:14:29.480><c> pretty</c>

00:14:29.670 --> 00:14:29.680 align:start position:0%
and here you can see that um is a pretty
 

00:14:29.680 --> 00:14:31.590 align:start position:0%
and here you can see that um is a pretty
significant<00:14:30.240><c> difference</c><00:14:31.160><c> uh</c><00:14:31.279><c> that</c><00:14:31.399><c> has</c>

00:14:31.590 --> 00:14:31.600 align:start position:0%
significant difference uh that has
 

00:14:31.600 --> 00:14:34.829 align:start position:0%
significant difference uh that has
happened<00:14:32.360><c> both</c><00:14:33.000><c> um</c><00:14:33.959><c> around</c><00:14:34.240><c> the</c><00:14:34.360><c> time</c><00:14:34.480><c> of</c><00:14:34.639><c> sign</c>

00:14:34.829 --> 00:14:34.839 align:start position:0%
happened both um around the time of sign
 

00:14:34.839 --> 00:14:37.150 align:start position:0%
happened both um around the time of sign
up<00:14:35.279><c> but</c><00:14:35.440><c> then</c><00:14:35.639><c> after</c><00:14:35.959><c> the</c><00:14:36.440><c> results</c><00:14:36.759><c> for</c><00:14:36.880><c> retof</c>

00:14:37.150 --> 00:14:37.160 align:start position:0%
up but then after the results for retof
 

00:14:37.160 --> 00:14:39.829 align:start position:0%
up but then after the results for retof
funding<00:14:37.440><c> for</c><00:14:38.079><c> were</c><00:14:38.360><c> were</c><00:14:38.720><c> announced</c><00:14:39.720><c> the</c>

00:14:39.829 --> 00:14:39.839 align:start position:0%
funding for were were announced the
 

00:14:39.839 --> 00:14:41.269 align:start position:0%
funding for were were announced the
challenge<00:14:40.240><c> here</c><00:14:40.480><c> is</c><00:14:40.600><c> that</c><00:14:40.759><c> there</c><00:14:40.839><c> are</c><00:14:41.079><c> other</c>

00:14:41.269 --> 00:14:41.279 align:start position:0%
challenge here is that there are other
 

00:14:41.279 --> 00:14:44.550 align:start position:0%
challenge here is that there are other
confounding<00:14:42.120><c> factors</c><00:14:43.120><c> we</c><00:14:43.279><c> had</c><00:14:43.399><c> the</c><00:14:43.560><c> blobs</c>

00:14:44.550 --> 00:14:44.560 align:start position:0%
confounding factors we had the blobs
 

00:14:44.560 --> 00:14:46.350 align:start position:0%
confounding factors we had the blobs
excuse<00:14:44.839><c> me</c><00:14:45.320><c> um</c><00:14:45.399><c> we</c><00:14:45.519><c> had</c><00:14:45.680><c> the</c><00:14:45.800><c> the</c><00:14:45.880><c> den</c><00:14:46.079><c> couldn't</c>

00:14:46.350 --> 00:14:46.360 align:start position:0%
excuse me um we had the the den couldn't
 

00:14:46.360 --> 00:14:47.990 align:start position:0%
excuse me um we had the the den couldn't
upgrade<00:14:47.199><c> and</c><00:14:47.360><c> as</c><00:14:47.440><c> a</c><00:14:47.560><c> result</c><00:14:47.759><c> of</c><00:14:47.880><c> that</c>

00:14:47.990 --> 00:14:48.000 align:start position:0%
upgrade and as a result of that
 

00:14:48.000 --> 00:14:50.110 align:start position:0%
upgrade and as a result of that
transaction<00:14:48.519><c> activity</c><00:14:49.040><c> spiked</c><00:14:49.560><c> across</c><00:14:49.839><c> the</c>

00:14:50.110 --> 00:14:50.120 align:start position:0%
transaction activity spiked across the
 

00:14:50.120 --> 00:14:53.269 align:start position:0%
transaction activity spiked across the
board<00:14:51.120><c> so</c><00:14:51.240><c> we</c><00:14:51.360><c> can</c><00:14:51.480><c> strip</c><00:14:51.800><c> that</c><00:14:51.959><c> out</c><00:14:52.959><c> and</c><00:14:53.120><c> in</c>

00:14:53.269 --> 00:14:53.279 align:start position:0%
board so we can strip that out and in
 

00:14:53.279 --> 00:14:56.269 align:start position:0%
board so we can strip that out and in
this<00:14:53.440><c> case</c><00:14:54.240><c> um</c><00:14:54.440><c> we</c><00:14:54.560><c> don't</c><00:14:54.800><c> see</c><00:14:55.759><c> as</c><00:14:55.920><c> clear</c><00:14:56.160><c> a</c>

00:14:56.269 --> 00:14:56.279 align:start position:0%
this case um we don't see as clear a
 

00:14:56.279 --> 00:14:57.990 align:start position:0%
this case um we don't see as clear a
signal<00:14:56.759><c> as</c><00:14:56.880><c> we</c><00:14:57.000><c> saw</c><00:14:57.240><c> previously</c><00:14:57.759><c> with</c><00:14:57.880><c> the</c>

00:14:57.990 --> 00:14:58.000 align:start position:0%
signal as we saw previously with the
 

00:14:58.000 --> 00:14:59.710 align:start position:0%
signal as we saw previously with the
developer<00:14:58.480><c> activity</c>

00:14:59.710 --> 00:14:59.720 align:start position:0%
developer activity
 

00:14:59.720 --> 00:15:01.069 align:start position:0%
developer activity
so<00:14:59.880><c> this</c><00:15:00.000><c> is</c><00:15:00.079><c> a</c><00:15:00.160><c> whole</c><00:15:00.320><c> line</c><00:15:00.480><c> of</c><00:15:00.600><c> research</c><00:15:01.000><c> that</c>

00:15:01.069 --> 00:15:01.079 align:start position:0%
so this is a whole line of research that
 

00:15:01.079 --> 00:15:02.670 align:start position:0%
so this is a whole line of research that
we<00:15:01.199><c> need</c><00:15:01.320><c> to</c><00:15:01.480><c> do</c><00:15:01.880><c> that</c><00:15:01.959><c> we</c><00:15:02.079><c> need</c><00:15:02.199><c> to</c><00:15:02.320><c> get</c><00:15:02.440><c> better</c>

00:15:02.670 --> 00:15:02.680 align:start position:0%
we need to do that we need to get better
 

00:15:02.680 --> 00:15:04.509 align:start position:0%
we need to do that we need to get better
at<00:15:03.120><c> to</c><00:15:03.279><c> isolate</c><00:15:03.680><c> the</c><00:15:03.800><c> impact</c><00:15:04.120><c> that</c><00:15:04.240><c> retr</c>

00:15:04.509 --> 00:15:04.519 align:start position:0%
at to isolate the impact that retr
 

00:15:04.519 --> 00:15:07.670 align:start position:0%
at to isolate the impact that retr
funding<00:15:04.800><c> has</c><00:15:05.040><c> had</c><00:15:05.440><c> on</c><00:15:06.079><c> different</c><00:15:07.079><c> excuse</c><00:15:07.320><c> me</c>

00:15:07.670 --> 00:15:07.680 align:start position:0%
funding has had on different excuse me
 

00:15:07.680 --> 00:15:11.949 align:start position:0%
funding has had on different excuse me
on<00:15:07.839><c> different</c><00:15:08.079><c> cohorts</c><00:15:08.440><c> of</c>

00:15:11.949 --> 00:15:11.959 align:start position:0%
 
 

00:15:11.959 --> 00:15:14.509 align:start position:0%
 
projects<00:15:12.959><c> now</c><00:15:13.279><c> if</c><00:15:13.360><c> we</c><00:15:13.519><c> step</c><00:15:13.839><c> back</c><00:15:14.120><c> and</c><00:15:14.279><c> look</c><00:15:14.399><c> at</c>

00:15:14.509 --> 00:15:14.519 align:start position:0%
projects now if we step back and look at
 

00:15:14.519 --> 00:15:16.629 align:start position:0%
projects now if we step back and look at
the<00:15:14.639><c> overall</c><00:15:15.079><c> allocation</c><00:15:15.800><c> that</c><00:15:15.959><c> optimism</c><00:15:16.440><c> has</c>

00:15:16.629 --> 00:15:16.639 align:start position:0%
the overall allocation that optimism has
 

00:15:16.639 --> 00:15:18.629 align:start position:0%
the overall allocation that optimism has
had<00:15:16.880><c> so</c><00:15:17.079><c> far</c><00:15:17.560><c> we</c><00:15:17.680><c> can</c><00:15:17.839><c> see</c><00:15:18.040><c> that</c><00:15:18.240><c> most</c><00:15:18.399><c> of</c><00:15:18.519><c> the</c>

00:15:18.629 --> 00:15:18.639 align:start position:0%
had so far we can see that most of the
 

00:15:18.639 --> 00:15:21.350 align:start position:0%
had so far we can see that most of the
funding<00:15:19.120><c> has</c><00:15:19.360><c> actually</c><00:15:19.639><c> gone</c><00:15:20.160><c> towards</c><00:15:21.160><c> these</c>

00:15:21.350 --> 00:15:21.360 align:start position:0%
funding has actually gone towards these
 

00:15:21.360 --> 00:15:23.710 align:start position:0%
funding has actually gone towards these
two<00:15:21.519><c> big</c><00:15:21.720><c> boxes</c><00:15:22.079><c> over</c><00:15:22.240><c> here</c><00:15:22.440><c> so</c><00:15:22.600><c> that</c><00:15:22.720><c> includes</c>

00:15:23.710 --> 00:15:23.720 align:start position:0%
two big boxes over here so that includes
 

00:15:23.720 --> 00:15:26.509 align:start position:0%
two big boxes over here so that includes
a<00:15:23.880><c> range</c><00:15:24.120><c> of</c><00:15:24.320><c> governance</c><00:15:25.360><c> education</c><00:15:26.360><c> thank</c>

00:15:26.509 --> 00:15:26.519 align:start position:0%
a range of governance education thank
 

00:15:26.519 --> 00:15:29.550 align:start position:0%
a range of governance education thank
you

00:15:29.550 --> 00:15:29.560 align:start position:0%
 
 

00:15:29.560 --> 00:15:33.350 align:start position:0%
 
um<00:15:30.560><c> education</c><00:15:31.399><c> analytics</c><00:15:32.079><c> projects</c><00:15:33.079><c> as</c><00:15:33.199><c> well</c>

00:15:33.350 --> 00:15:33.360 align:start position:0%
um education analytics projects as well
 

00:15:33.360 --> 00:15:35.069 align:start position:0%
um education analytics projects as well
as<00:15:33.519><c> technical</c><00:15:33.920><c> contributions</c><00:15:34.360><c> to</c><00:15:34.480><c> the</c><00:15:34.600><c> op</c>

00:15:35.069 --> 00:15:35.079 align:start position:0%
as technical contributions to the op
 

00:15:35.079 --> 00:15:37.990 align:start position:0%
as technical contributions to the op
stack<00:15:36.079><c> those</c><00:15:36.199><c> are</c><00:15:36.399><c> these</c><00:15:36.560><c> two</c><00:15:36.720><c> big</c><00:15:36.959><c> boxes</c><00:15:37.279><c> over</c>

00:15:37.990 --> 00:15:38.000 align:start position:0%
stack those are these two big boxes over
 

00:15:38.000 --> 00:15:40.710 align:start position:0%
stack those are these two big boxes over
here<00:15:39.000><c> and</c><00:15:39.160><c> then</c><00:15:39.399><c> off</c><00:15:39.560><c> to</c><00:15:39.720><c> the</c><00:15:39.880><c> right</c><00:15:40.279><c> we</c><00:15:40.480><c> have</c>

00:15:40.710 --> 00:15:40.720 align:start position:0%
here and then off to the right we have
 

00:15:40.720 --> 00:15:42.590 align:start position:0%
here and then off to the right we have
some<00:15:40.880><c> of</c><00:15:41.000><c> the</c><00:15:41.120><c> categories</c><00:15:41.639><c> that</c><00:15:41.720><c> are</c><00:15:41.920><c> probably</c>

00:15:42.590 --> 00:15:42.600 align:start position:0%
some of the categories that are probably
 

00:15:42.600 --> 00:15:43.949 align:start position:0%
some of the categories that are probably
most<00:15:42.880><c> critical</c><00:15:43.240><c> to</c><00:15:43.360><c> the</c><00:15:43.480><c> success</c><00:15:43.759><c> of</c><00:15:43.880><c> the</c>

00:15:43.949 --> 00:15:43.959 align:start position:0%
most critical to the success of the
 

00:15:43.959 --> 00:15:46.430 align:start position:0%
most critical to the success of the
super<00:15:44.399><c> chain</c><00:15:45.399><c> which</c><00:15:45.560><c> have</c><00:15:45.759><c> historically</c>

00:15:46.430 --> 00:15:46.440 align:start position:0%
super chain which have historically
 

00:15:46.440 --> 00:15:48.829 align:start position:0%
super chain which have historically
received<00:15:46.759><c> relatively</c><00:15:47.440><c> less</c><00:15:47.680><c> funding</c><00:15:48.600><c> so</c>

00:15:48.829 --> 00:15:48.839 align:start position:0%
received relatively less funding so
 

00:15:48.839 --> 00:15:51.670 align:start position:0%
received relatively less funding so
that's<00:15:49.040><c> about</c><00:15:49.240><c> 14</c><00:15:49.600><c> million</c><00:15:49.959><c> for</c><00:15:50.160><c> the</c><00:15:50.360><c> onchain</c>

00:15:51.670 --> 00:15:51.680 align:start position:0%
that's about 14 million for the onchain
 

00:15:51.680 --> 00:15:53.829 align:start position:0%
that's about 14 million for the onchain
builders<00:15:52.680><c> and</c><00:15:52.800><c> then</c><00:15:53.000><c> about</c><00:15:53.160><c> 4</c><00:15:53.360><c> million</c><00:15:53.680><c> for</c>

00:15:53.829 --> 00:15:53.839 align:start position:0%
builders and then about 4 million for
 

00:15:53.839 --> 00:15:56.110 align:start position:0%
builders and then about 4 million for
the<00:15:54.040><c> developer</c><00:15:54.759><c> libraries</c><00:15:55.759><c> so</c><00:15:55.880><c> I</c><00:15:56.000><c> know</c>

00:15:56.110 --> 00:15:56.120 align:start position:0%
the developer libraries so I know
 

00:15:56.120 --> 00:15:57.710 align:start position:0%
the developer libraries so I know
there's<00:15:56.279><c> other</c><00:15:56.480><c> programs</c><00:15:56.880><c> that</c><00:15:57.000><c> are</c><00:15:57.480><c> other</c>

00:15:57.710 --> 00:15:57.720 align:start position:0%
there's other programs that are other
 

00:15:57.720 --> 00:15:59.189 align:start position:0%
there's other programs that are other
rounds<00:15:58.000><c> that</c><00:15:58.120><c> are</c><00:15:58.319><c> in</c><00:15:58.480><c> in</c><00:15:58.519><c> the</c><00:15:58.600><c> works</c><00:15:59.040><c> right</c>

00:15:59.189 --> 00:15:59.199 align:start position:0%
rounds that are in in the works right
 

00:15:59.199 --> 00:16:01.110 align:start position:0%
rounds that are in in the works right
now<00:15:59.720><c> to</c><00:15:59.880><c> put</c><00:16:00.040><c> more</c><00:16:00.199><c> funding</c><00:16:00.480><c> into</c><00:16:00.720><c> developer</c>

00:16:01.110 --> 00:16:01.120 align:start position:0%
now to put more funding into developer
 

00:16:01.120 --> 00:16:03.030 align:start position:0%
now to put more funding into developer
tooling<00:16:01.880><c> but</c><00:16:02.079><c> historically</c><00:16:02.680><c> more</c><00:16:02.800><c> of</c><00:16:02.920><c> the</c>

00:16:03.030 --> 00:16:03.040 align:start position:0%
tooling but historically more of the
 

00:16:03.040 --> 00:16:05.350 align:start position:0%
tooling but historically more of the
funding<00:16:03.440><c> has</c><00:16:03.639><c> actually</c><00:16:03.880><c> gone</c><00:16:04.639><c> in</c><00:16:04.759><c> these</c><00:16:04.959><c> other</c>

00:16:05.350 --> 00:16:05.360 align:start position:0%
funding has actually gone in these other
 

00:16:05.360 --> 00:16:07.189 align:start position:0%
funding has actually gone in these other
areas<00:16:06.360><c> and</c><00:16:06.440><c> so</c><00:16:06.600><c> that</c><00:16:06.720><c> could</c><00:16:06.839><c> partially</c>

00:16:07.189 --> 00:16:07.199 align:start position:0%
areas and so that could partially
 

00:16:07.199 --> 00:16:10.030 align:start position:0%
areas and so that could partially
explain<00:16:07.480><c> why</c><00:16:07.600><c> there's</c><00:16:08.000><c> been</c><00:16:09.000><c> less</c><00:16:09.279><c> impact</c><00:16:09.759><c> on</c>

00:16:10.030 --> 00:16:10.040 align:start position:0%
explain why there's been less impact on
 

00:16:10.040 --> 00:16:13.430 align:start position:0%
explain why there's been less impact on
the<00:16:10.720><c> uh</c><00:16:11.519><c> on</c><00:16:11.639><c> the</c><00:16:11.720><c> onchain</c><00:16:12.160><c> activity</c><00:16:12.800><c> than</c>

00:16:13.430 --> 00:16:13.440 align:start position:0%
the uh on the onchain activity than
 

00:16:13.440 --> 00:16:16.309 align:start position:0%
the uh on the onchain activity than
General<00:16:13.800><c> open</c><00:16:14.040><c> source</c><00:16:14.319><c> developer</c>

00:16:16.309 --> 00:16:16.319 align:start position:0%
General open source developer
 

00:16:16.319 --> 00:16:19.110 align:start position:0%
General open source developer
activity<00:16:17.319><c> so</c><00:16:17.519><c> what's</c><00:16:17.800><c> next</c><00:16:18.399><c> um</c><00:16:18.639><c> this</c><00:16:18.720><c> is</c><00:16:18.920><c> just</c>

00:16:19.110 --> 00:16:19.120 align:start position:0%
activity so what's next um this is just
 

00:16:19.120 --> 00:16:20.870 align:start position:0%
activity so what's next um this is just
one<00:16:19.480><c> of</c><00:16:19.880><c> a</c><00:16:20.000><c> number</c><00:16:20.199><c> of</c><00:16:20.319><c> areas</c><00:16:20.600><c> that</c><00:16:20.680><c> we</c><00:16:20.759><c> are</c>

00:16:20.870 --> 00:16:20.880 align:start position:0%
one of a number of areas that we are
 

00:16:20.880 --> 00:16:22.269 align:start position:0%
one of a number of areas that we are
excited<00:16:21.199><c> to</c><00:16:21.319><c> explore</c><00:16:21.800><c> together</c><00:16:22.079><c> with</c><00:16:22.199><c> the</c>

00:16:22.269 --> 00:16:22.279 align:start position:0%
excited to explore together with the
 

00:16:22.279 --> 00:16:23.309 align:start position:0%
excited to explore together with the
optimism

00:16:23.309 --> 00:16:23.319 align:start position:0%
optimism
 

00:16:23.319 --> 00:16:25.350 align:start position:0%
optimism
Community<00:16:24.319><c> obviously</c><00:16:24.720><c> there</c><00:16:24.880><c> is</c><00:16:25.040><c> some</c>

00:16:25.350 --> 00:16:25.360 align:start position:0%
Community obviously there is some
 

00:16:25.360 --> 00:16:26.710 align:start position:0%
Community obviously there is some
quantitative<00:16:25.839><c> and</c><00:16:25.959><c> qualitative</c><00:16:26.399><c> evidence</c>

00:16:26.710 --> 00:16:26.720 align:start position:0%
quantitative and qualitative evidence
 

00:16:26.720 --> 00:16:28.990 align:start position:0%
quantitative and qualitative evidence
that<00:16:26.839><c> retr</c><00:16:27.120><c> funding</c><00:16:27.440><c> is</c><00:16:27.600><c> having</c><00:16:27.800><c> an</c><00:16:27.959><c> impact</c>

00:16:28.990 --> 00:16:29.000 align:start position:0%
that retr funding is having an impact
 

00:16:29.000 --> 00:16:30.470 align:start position:0%
that retr funding is having an impact
but<00:16:29.199><c> we</c><00:16:29.360><c> really</c><00:16:29.519><c> aren't</c><00:16:29.800><c> in</c><00:16:29.880><c> a</c><00:16:30.040><c> position</c><00:16:30.360><c> right</c>

00:16:30.470 --> 00:16:30.480 align:start position:0%
but we really aren't in a position right
 

00:16:30.480 --> 00:16:32.309 align:start position:0%
but we really aren't in a position right
now<00:16:30.639><c> to</c><00:16:30.759><c> make</c><00:16:30.920><c> any</c><00:16:31.120><c> causal</c><00:16:31.480><c> statements</c><00:16:32.079><c> about</c>

00:16:32.309 --> 00:16:32.319 align:start position:0%
now to make any causal statements about
 

00:16:32.319 --> 00:16:33.069 align:start position:0%
now to make any causal statements about
that

00:16:33.069 --> 00:16:33.079 align:start position:0%
that
 

00:16:33.079 --> 00:16:35.430 align:start position:0%
that
impact<00:16:34.079><c> for</c><00:16:34.279><c> us</c><00:16:34.480><c> at</c><00:16:34.680><c> open</c><00:16:34.880><c> source</c><00:16:35.079><c> Observer</c>

00:16:35.430 --> 00:16:35.440 align:start position:0%
impact for us at open source Observer
 

00:16:35.440 --> 00:16:39.269 align:start position:0%
impact for us at open source Observer
this<00:16:35.519><c> is</c><00:16:35.600><c> a</c><00:16:35.720><c> really</c><00:16:35.880><c> big</c><00:16:36.079><c> area</c><00:16:36.279><c> of</c><00:16:36.440><c> focus</c><00:16:37.120><c> in</c>

00:16:39.269 --> 00:16:39.279 align:start position:0%
this is a really big area of focus in
 

00:16:39.279 --> 00:16:41.790 align:start position:0%
this is a really big area of focus in
2025<00:16:40.279><c> we</c><00:16:40.440><c> also</c><00:16:40.639><c> know</c><00:16:40.880><c> and</c><00:16:41.000><c> you</c><00:16:41.079><c> don't</c><00:16:41.199><c> need</c><00:16:41.360><c> to</c>

00:16:41.790 --> 00:16:41.800 align:start position:0%
2025 we also know and you don't need to
 

00:16:41.800 --> 00:16:43.670 align:start position:0%
2025 we also know and you don't need to
um<00:16:42.160><c> bring</c><00:16:42.399><c> up</c><00:16:42.600><c> good</c><00:16:42.839><c> heart's</c><00:16:43.040><c> law</c><00:16:43.319><c> just</c><00:16:43.480><c> yet</c>

00:16:43.670 --> 00:16:43.680 align:start position:0%
um bring up good heart's law just yet
 

00:16:43.680 --> 00:16:45.189 align:start position:0%
um bring up good heart's law just yet
but<00:16:43.800><c> we</c><00:16:43.920><c> know</c><00:16:44.079><c> that</c><00:16:44.199><c> it's</c><00:16:44.399><c> very</c><00:16:44.560><c> easy</c><00:16:44.880><c> to</c><00:16:45.000><c> turn</c>

00:16:45.189 --> 00:16:45.199 align:start position:0%
but we know that it's very easy to turn
 

00:16:45.199 --> 00:16:48.389 align:start position:0%
but we know that it's very easy to turn
metrics<00:16:45.639><c> into</c><00:16:45.839><c> targets</c><00:16:46.480><c> and</c><00:16:46.600><c> to</c><00:16:46.759><c> game</c><00:16:47.319><c> them</c><00:16:48.319><c> on</c>

00:16:48.389 --> 00:16:48.399 align:start position:0%
metrics into targets and to game them on
 

00:16:48.399 --> 00:16:49.710 align:start position:0%
metrics into targets and to game them on
the<00:16:48.519><c> other</c><00:16:48.680><c> hand</c><00:16:48.880><c> we</c><00:16:49.000><c> also</c><00:16:49.199><c> know</c><00:16:49.399><c> that</c><00:16:49.600><c> to</c>

00:16:49.710 --> 00:16:49.720 align:start position:0%
the other hand we also know that to
 

00:16:49.720 --> 00:16:51.470 align:start position:0%
the other hand we also know that to
scale<00:16:50.040><c> this</c><00:16:50.240><c> program</c><00:16:50.639><c> data</c><00:16:50.839><c> is</c><00:16:50.959><c> going</c><00:16:51.040><c> to</c><00:16:51.199><c> play</c>

00:16:51.470 --> 00:16:51.480 align:start position:0%
scale this program data is going to play
 

00:16:51.480 --> 00:16:53.670 align:start position:0%
scale this program data is going to play
a<00:16:51.600><c> critical</c><00:16:52.040><c> role</c><00:16:52.920><c> and</c><00:16:53.040><c> so</c><00:16:53.319><c> the</c><00:16:53.440><c> real</c>

00:16:53.670 --> 00:16:53.680 align:start position:0%
a critical role and so the real
 

00:16:53.680 --> 00:16:55.230 align:start position:0%
a critical role and so the real
challenge<00:16:54.079><c> here</c>

00:16:55.230 --> 00:16:55.240 align:start position:0%
challenge here
 

00:16:55.240 --> 00:16:58.189 align:start position:0%
challenge here
is<00:16:56.240><c> finding</c><00:16:56.519><c> the</c><00:16:56.639><c> right</c><00:16:56.839><c> balance</c><00:16:57.240><c> of</c><00:16:57.399><c> human</c>

00:16:58.189 --> 00:16:58.199 align:start position:0%
is finding the right balance of human
 

00:16:58.199 --> 00:17:00.590 align:start position:0%
is finding the right balance of human
human<00:16:58.440><c> judgment</c><00:16:59.279><c> and</c><00:16:59.480><c> data</c><00:17:00.040><c> that</c><00:17:00.160><c> can</c><00:17:00.279><c> improve</c>

00:17:00.590 --> 00:17:00.600 align:start position:0%
human judgment and data that can improve
 

00:17:00.600 --> 00:17:02.670 align:start position:0%
human judgment and data that can improve
decision<00:17:01.000><c> making</c><00:17:01.880><c> um</c><00:17:02.040><c> metrics</c><00:17:02.399><c> should</c><00:17:02.560><c> be</c>

00:17:02.670 --> 00:17:02.680 align:start position:0%
decision making um metrics should be
 

00:17:02.680 --> 00:17:04.189 align:start position:0%
decision making um metrics should be
evolutionary<00:17:03.600><c> as</c><00:17:03.720><c> we</c><00:17:03.839><c> learn</c><00:17:04.039><c> more</c>

00:17:04.189 --> 00:17:04.199 align:start position:0%
evolutionary as we learn more
 

00:17:04.199 --> 00:17:06.230 align:start position:0%
evolutionary as we learn more
information<00:17:05.000><c> they</c><00:17:05.120><c> should</c><00:17:05.360><c> improve</c><00:17:06.039><c> and</c><00:17:06.160><c> we</c>

00:17:06.230 --> 00:17:06.240 align:start position:0%
information they should improve and we
 

00:17:06.240 --> 00:17:07.750 align:start position:0%
information they should improve and we
should<00:17:06.400><c> be</c><00:17:06.520><c> able</c><00:17:06.640><c> to</c><00:17:06.799><c> back</c><00:17:07.079><c> test</c><00:17:07.319><c> the</c><00:17:07.439><c> results</c>

00:17:07.750 --> 00:17:07.760 align:start position:0%
should be able to back test the results
 

00:17:07.760 --> 00:17:09.549 align:start position:0%
should be able to back test the results
that<00:17:07.880><c> we</c><00:17:08.000><c> get</c><00:17:08.120><c> from</c><00:17:08.280><c> each</c><00:17:08.360><c> of</c><00:17:08.520><c> these</c><00:17:08.679><c> rounds</c>

00:17:09.549 --> 00:17:09.559 align:start position:0%
that we get from each of these rounds
 

00:17:09.559 --> 00:17:11.150 align:start position:0%
that we get from each of these rounds
against<00:17:09.799><c> the</c><00:17:09.959><c> metrics</c><00:17:10.520><c> and</c><00:17:10.640><c> the</c><00:17:10.760><c> decisions</c>

00:17:11.150 --> 00:17:11.160 align:start position:0%
against the metrics and the decisions
 

00:17:11.160 --> 00:17:12.909 align:start position:0%
against the metrics and the decisions
that<00:17:11.280><c> we</c><00:17:11.439><c> Ed</c><00:17:11.720><c> to</c><00:17:11.839><c> to</c><00:17:12.000><c> fund</c><00:17:12.280><c> those</c><00:17:12.480><c> things</c><00:17:12.799><c> and</c>

00:17:12.909 --> 00:17:12.919 align:start position:0%
that we Ed to to fund those things and
 

00:17:12.919 --> 00:17:14.549 align:start position:0%
that we Ed to to fund those things and
ideally

00:17:14.549 --> 00:17:14.559 align:start position:0%
ideally
 

00:17:14.559 --> 00:17:17.189 align:start position:0%
ideally
incrementally<00:17:15.559><c> improve</c><00:17:16.039><c> each</c><00:17:16.240><c> time</c><00:17:16.480><c> around</c>

00:17:17.189 --> 00:17:17.199 align:start position:0%
incrementally improve each time around
 

00:17:17.199 --> 00:17:19.510 align:start position:0%
incrementally improve each time around
um<00:17:17.319><c> this</c><00:17:17.439><c> is</c><00:17:17.559><c> also</c><00:17:17.760><c> a</c><00:17:17.919><c> big</c><00:17:18.120><c> area</c><00:17:18.919><c> of</c><00:17:19.079><c> focus</c><00:17:19.319><c> for</c>

00:17:19.510 --> 00:17:19.520 align:start position:0%
um this is also a big area of focus for
 

00:17:19.520 --> 00:17:26.230 align:start position:0%
um this is also a big area of focus for
open<00:17:19.720><c> source</c><00:17:19.959><c> observer</c><00:17:20.480><c> in</c>

00:17:26.230 --> 00:17:26.240 align:start position:0%
 
 

00:17:26.240 --> 00:17:28.510 align:start position:0%
 
2025<00:17:27.240><c> one</c><00:17:27.360><c> of</c><00:17:27.480><c> the</c><00:17:27.600><c> things</c><00:17:27.839><c> that</c><00:17:27.959><c> we</c><00:17:28.120><c> learned</c>

00:17:28.510 --> 00:17:28.520 align:start position:0%
2025 one of the things that we learned
 

00:17:28.520 --> 00:17:31.510 align:start position:0%
2025 one of the things that we learned
from<00:17:29.280><c> recent</c><00:17:29.679><c> rounds</c><00:17:30.679><c> is</c><00:17:30.880><c> that</c><00:17:31.080><c> technical</c>

00:17:31.510 --> 00:17:31.520 align:start position:0%
from recent rounds is that technical
 

00:17:31.520 --> 00:17:35.430 align:start position:0%
from recent rounds is that technical
experts<00:17:32.000><c> evaluate</c><00:17:32.559><c> impact</c><00:17:33.440><c> differently</c><00:17:34.440><c> than</c>

00:17:35.430 --> 00:17:35.440 align:start position:0%
experts evaluate impact differently than
 

00:17:35.440 --> 00:17:37.150 align:start position:0%
experts evaluate impact differently than
non-experts<00:17:36.440><c> now</c><00:17:36.640><c> this</c><00:17:36.720><c> shouldn't</c><00:17:37.000><c> be</c><00:17:37.080><c> a</c>

00:17:37.150 --> 00:17:37.160 align:start position:0%
non-experts now this shouldn't be a
 

00:17:37.160 --> 00:17:40.350 align:start position:0%
non-experts now this shouldn't be a
surprise<00:17:37.480><c> to</c><00:17:37.679><c> anyone</c><00:17:38.679><c> um</c><00:17:39.360><c> up</c><00:17:39.480><c> to</c><00:17:39.679><c> now</c><00:17:40.200><c> the</c>

00:17:40.350 --> 00:17:40.360 align:start position:0%
surprise to anyone um up to now the
 

00:17:40.360 --> 00:17:42.150 align:start position:0%
surprise to anyone um up to now the
badge<00:17:40.640><c> holder</c><00:17:40.880><c> pool</c><00:17:41.320><c> that</c><00:17:41.440><c> optimism</c><00:17:41.960><c> has</c>

00:17:42.150 --> 00:17:42.160 align:start position:0%
badge holder pool that optimism has
 

00:17:42.160 --> 00:17:44.470 align:start position:0%
badge holder pool that optimism has
assembled<00:17:42.840><c> consists</c><00:17:43.280><c> mostly</c><00:17:43.960><c> it</c><00:17:44.080><c> consists</c><00:17:44.400><c> of</c>

00:17:44.470 --> 00:17:44.480 align:start position:0%
assembled consists mostly it consists of
 

00:17:44.480 --> 00:17:46.830 align:start position:0%
assembled consists mostly it consists of
a<00:17:44.559><c> mix</c><00:17:44.760><c> of</c><00:17:45.000><c> experts</c><00:17:45.480><c> technical</c><00:17:45.880><c> experts</c><00:17:46.520><c> and</c>

00:17:46.830 --> 00:17:46.840 align:start position:0%
a mix of experts technical experts and
 

00:17:46.840 --> 00:17:47.710 align:start position:0%
a mix of experts technical experts and
and

00:17:47.710 --> 00:17:47.720 align:start position:0%
and
 

00:17:47.720 --> 00:17:50.510 align:start position:0%
and
non-experts<00:17:48.720><c> and</c><00:17:48.960><c> in</c><00:17:49.200><c> round</c><00:17:49.600><c> five</c><00:17:50.320><c> there</c><00:17:50.440><c> was</c>

00:17:50.510 --> 00:17:50.520 align:start position:0%
non-experts and in round five there was
 

00:17:50.520 --> 00:17:51.909 align:start position:0%
non-experts and in round five there was
an<00:17:50.679><c> experiment</c><00:17:51.080><c> that</c><00:17:51.160><c> was</c><00:17:51.320><c> done</c><00:17:51.480><c> to</c><00:17:51.640><c> actually</c>

00:17:51.909 --> 00:17:51.919 align:start position:0%
an experiment that was done to actually
 

00:17:51.919 --> 00:17:53.590 align:start position:0%
an experiment that was done to actually
test<00:17:52.559><c> the</c><00:17:52.799><c> groups</c><00:17:53.039><c> of</c><00:17:53.160><c> experts</c><00:17:53.480><c> and</c>

00:17:53.590 --> 00:17:53.600 align:start position:0%
test the groups of experts and
 

00:17:53.600 --> 00:17:55.590 align:start position:0%
test the groups of experts and
non-experts<00:17:54.240><c> prefer</c><00:17:54.640><c> different</c><00:17:54.919><c> projects</c>

00:17:55.590 --> 00:17:55.600 align:start position:0%
non-experts prefer different projects
 

00:17:55.600 --> 00:17:57.870 align:start position:0%
non-experts prefer different projects
did<00:17:55.760><c> they</c><00:17:55.880><c> vote</c><00:17:56.520><c> differently</c><00:17:57.520><c> the</c><00:17:57.640><c> answer</c>

00:17:57.870 --> 00:17:57.880 align:start position:0%
did they vote differently the answer
 

00:17:57.880 --> 00:17:59.990 align:start position:0%
did they vote differently the answer
probably<00:17:58.080><c> not</c><00:17:58.200><c> surprisingly</c><00:17:58.679><c> was</c><00:17:58.960><c> was</c><00:17:59.159><c> yes</c><00:17:59.880><c> um</c>

00:17:59.990 --> 00:18:00.000 align:start position:0%
probably not surprisingly was was yes um
 

00:18:00.000 --> 00:18:01.510 align:start position:0%
probably not surprisingly was was yes um
there<00:18:00.080><c> are</c><00:18:00.240><c> pretty</c><00:18:00.440><c> big</c><00:18:00.640><c> differences</c><00:18:01.200><c> in</c><00:18:01.360><c> how</c>

00:18:01.510 --> 00:18:01.520 align:start position:0%
there are pretty big differences in how
 

00:18:01.520 --> 00:18:03.750 align:start position:0%
there are pretty big differences in how
they<00:18:01.679><c> voted</c><00:18:02.559><c> and</c><00:18:02.760><c> not</c><00:18:02.919><c> just</c><00:18:03.080><c> on</c><00:18:03.200><c> the</c><00:18:03.320><c> projects</c>

00:18:03.750 --> 00:18:03.760 align:start position:0%
they voted and not just on the projects
 

00:18:03.760 --> 00:18:06.270 align:start position:0%
they voted and not just on the projects
they<00:18:03.880><c> picked</c><00:18:04.559><c> but</c><00:18:04.760><c> also</c><00:18:05.240><c> how</c><00:18:05.679><c> much</c><00:18:05.880><c> funding</c>

00:18:06.270 --> 00:18:06.280 align:start position:0%
they picked but also how much funding
 

00:18:06.280 --> 00:18:09.190 align:start position:0%
they picked but also how much funding
they<00:18:06.440><c> thought</c><00:18:06.799><c> top</c><00:18:07.080><c> projects</c><00:18:07.600><c> should</c><00:18:08.200><c> receive</c>

00:18:09.190 --> 00:18:09.200 align:start position:0%
they thought top projects should receive
 

00:18:09.200 --> 00:18:11.270 align:start position:0%
they thought top projects should receive
so<00:18:09.400><c> this</c><00:18:09.520><c> chart</c><00:18:09.840><c> here</c><00:18:10.039><c> shows</c><00:18:10.840><c> some</c><00:18:11.000><c> of</c><00:18:11.120><c> the</c>

00:18:11.270 --> 00:18:11.280 align:start position:0%
so this chart here shows some of the
 

00:18:11.280 --> 00:18:13.029 align:start position:0%
so this chart here shows some of the
most<00:18:11.559><c> divisive</c><00:18:12.080><c> projects</c><00:18:12.480><c> ones</c><00:18:12.720><c> that</c>

00:18:13.029 --> 00:18:13.039 align:start position:0%
most divisive projects ones that
 

00:18:13.039 --> 00:18:15.510 align:start position:0%
most divisive projects ones that
received<00:18:13.960><c> um</c><00:18:14.159><c> a</c><00:18:14.280><c> pretty</c><00:18:14.480><c> big</c><00:18:14.679><c> difference</c><00:18:15.120><c> or</c>

00:18:15.510 --> 00:18:15.520 align:start position:0%
received um a pretty big difference or
 

00:18:15.520 --> 00:18:16.870 align:start position:0%
received um a pretty big difference or
big<00:18:15.679><c> spread</c><00:18:16.039><c> between</c><00:18:16.240><c> what</c><00:18:16.400><c> experts</c><00:18:16.720><c> thought</c>

00:18:16.870 --> 00:18:16.880 align:start position:0%
big spread between what experts thought
 

00:18:16.880 --> 00:18:18.710 align:start position:0%
big spread between what experts thought
they<00:18:17.039><c> deserved</c><00:18:17.799><c> and</c><00:18:17.919><c> what</c><00:18:18.080><c> non-experts</c>

00:18:18.710 --> 00:18:18.720 align:start position:0%
they deserved and what non-experts
 

00:18:18.720 --> 00:18:20.909 align:start position:0%
they deserved and what non-experts
thought<00:18:18.840><c> they</c><00:18:19.360><c> deserved</c><00:18:20.360><c> um</c><00:18:20.480><c> and</c><00:18:20.600><c> so</c><00:18:20.720><c> going</c>

00:18:20.909 --> 00:18:20.919 align:start position:0%
thought they deserved um and so going
 

00:18:20.919 --> 00:18:22.230 align:start position:0%
thought they deserved um and so going
forward<00:18:21.240><c> I</c><00:18:21.320><c> think</c><00:18:21.440><c> that</c><00:18:21.559><c> feedback</c><00:18:21.919><c> is</c><00:18:22.080><c> going</c>

00:18:22.230 --> 00:18:22.240 align:start position:0%
forward I think that feedback is going
 

00:18:22.240 --> 00:18:24.310 align:start position:0%
forward I think that feedback is going
to<00:18:22.840><c> be</c><00:18:22.960><c> used</c><00:18:23.200><c> to</c><00:18:23.320><c> improve</c><00:18:23.600><c> the</c><00:18:23.720><c> design</c><00:18:24.159><c> of</c>

00:18:24.310 --> 00:18:24.320 align:start position:0%
to be used to improve the design of
 

00:18:24.320 --> 00:18:26.029 align:start position:0%
to be used to improve the design of
future<00:18:24.640><c> rounds</c><00:18:25.360><c> and</c><00:18:25.520><c> particularly</c><00:18:25.840><c> ones</c><00:18:25.960><c> that</c>

00:18:26.029 --> 00:18:26.039 align:start position:0%
future rounds and particularly ones that
 

00:18:26.039 --> 00:18:27.710 align:start position:0%
future rounds and particularly ones that
are<00:18:26.159><c> more</c><00:18:26.280><c> technically</c><00:18:26.679><c> focused</c><00:18:27.320><c> ensure</c><00:18:27.600><c> that</c>

00:18:27.710 --> 00:18:27.720 align:start position:0%
are more technically focused ensure that
 

00:18:27.720 --> 00:18:29.590 align:start position:0%
are more technically focused ensure that
the<00:18:27.840><c> right</c><00:18:28.000><c> composition</c><00:18:28.360><c> of</c><00:18:28.480><c> B</c><00:18:28.840><c> holders</c><00:18:29.400><c> are</c>

00:18:29.590 --> 00:18:29.600 align:start position:0%
the right composition of B holders are
 

00:18:29.600 --> 00:18:32.870 align:start position:0%
the right composition of B holders are
equipped<00:18:30.000><c> to</c><00:18:30.799><c> um</c><00:18:31.320><c> you</c><00:18:31.440><c> know</c><00:18:31.919><c> uh</c><00:18:32.120><c> vote</c><00:18:32.400><c> on</c><00:18:32.720><c> on</c>

00:18:32.870 --> 00:18:32.880 align:start position:0%
equipped to um you know uh vote on on
 

00:18:32.880 --> 00:18:35.909 align:start position:0%
equipped to um you know uh vote on on
what<00:18:33.000><c> this</c><00:18:33.159><c> product</c><00:18:33.400><c> should</c>

00:18:35.909 --> 00:18:35.919 align:start position:0%
 
 

00:18:35.919 --> 00:18:38.669 align:start position:0%
 
receive<00:18:36.919><c> um</c><00:18:37.120><c> another</c><00:18:37.400><c> issue</c><00:18:37.760><c> that</c><00:18:37.880><c> comes</c><00:18:38.159><c> up</c>

00:18:38.669 --> 00:18:38.679 align:start position:0%
receive um another issue that comes up
 

00:18:38.679 --> 00:18:41.310 align:start position:0%
receive um another issue that comes up
are<00:18:39.000><c> just</c><00:18:39.280><c> like</c><00:18:39.440><c> the</c><00:18:39.600><c> incentives</c><00:18:40.240><c> this</c><00:18:40.919><c> uh</c>

00:18:41.310 --> 00:18:41.320 align:start position:0%
are just like the incentives this uh
 

00:18:41.320 --> 00:18:42.669 align:start position:0%
are just like the incentives this uh
this<00:18:41.440><c> sends</c><00:18:41.799><c> to</c><00:18:42.080><c> different</c><00:18:42.320><c> types</c><00:18:42.520><c> of</c>

00:18:42.669 --> 00:18:42.679 align:start position:0%
this sends to different types of
 

00:18:42.679 --> 00:18:44.870 align:start position:0%
this sends to different types of
Builders<00:18:43.679><c> uh</c><00:18:43.760><c> so</c><00:18:43.960><c> you</c><00:18:44.159><c> have</c><00:18:44.360><c> some</c><00:18:44.559><c> big</c>

00:18:44.870 --> 00:18:44.880 align:start position:0%
Builders uh so you have some big
 

00:18:44.880 --> 00:18:47.230 align:start position:0%
Builders uh so you have some big
projects<00:18:45.320><c> you</c><00:18:45.440><c> have</c><00:18:45.559><c> some</c><00:18:45.760><c> small</c><00:18:46.240><c> projects</c>

00:18:47.230 --> 00:18:47.240 align:start position:0%
projects you have some small projects
 

00:18:47.240 --> 00:18:49.190 align:start position:0%
projects you have some small projects
and<00:18:47.679><c> when</c><00:18:47.840><c> you</c><00:18:47.960><c> have</c><00:18:48.080><c> an</c><00:18:48.240><c> allocation</c><00:18:48.840><c> which</c><00:18:48.960><c> is</c>

00:18:49.190 --> 00:18:49.200 align:start position:0%
and when you have an allocation which is
 

00:18:49.200 --> 00:18:51.789 align:start position:0%
and when you have an allocation which is
not<00:18:50.080><c> um</c><00:18:50.679><c> like</c><00:18:50.760><c> a</c><00:18:50.880><c> very</c><00:18:51.039><c> steep</c><00:18:51.320><c> power</c><00:18:51.520><c> law</c>

00:18:51.789 --> 00:18:51.799 align:start position:0%
not um like a very steep power law
 

00:18:51.799 --> 00:18:53.669 align:start position:0%
not um like a very steep power law
distribution<00:18:52.799><c> what</c><00:18:52.960><c> you</c><00:18:53.080><c> can</c><00:18:53.400><c> what</c><00:18:53.480><c> you</c><00:18:53.559><c> can</c>

00:18:53.669 --> 00:18:53.679 align:start position:0%
distribution what you can what you can
 

00:18:53.679 --> 00:18:55.070 align:start position:0%
distribution what you can what you can
see<00:18:53.919><c> is</c><00:18:54.000><c> that</c><00:18:54.200><c> smaller</c><00:18:54.520><c> projects</c><00:18:54.840><c> there</c><00:18:54.919><c> might</c>

00:18:55.070 --> 00:18:55.080 align:start position:0%
see is that smaller projects there might
 

00:18:55.080 --> 00:18:56.669 align:start position:0%
see is that smaller projects there might
be<00:18:55.159><c> an</c><00:18:55.240><c> incentive</c><00:18:55.559><c> to</c><00:18:55.720><c> create</c><00:18:56.200><c> smaller</c>

00:18:56.669 --> 00:18:56.679 align:start position:0%
be an incentive to create smaller
 

00:18:56.679 --> 00:19:00.190 align:start position:0%
be an incentive to create smaller
projects<00:18:57.159><c> or</c><00:18:57.360><c> to</c><00:18:57.640><c> atomize</c><00:18:58.080><c> your</c><00:18:58.200><c> work</c><00:18:59.200><c> into</c>

00:19:00.190 --> 00:19:00.200 align:start position:0%
projects or to atomize your work into
 

00:19:00.200 --> 00:19:03.390 align:start position:0%
projects or to atomize your work into
kind<00:19:00.320><c> of</c><00:19:00.559><c> a</c><00:19:01.200><c> a</c><00:19:01.320><c> set</c><00:19:01.520><c> of</c><00:19:02.000><c> very</c><00:19:02.280><c> small</c><00:19:02.600><c> individual</c>

00:19:03.390 --> 00:19:03.400 align:start position:0%
kind of a a set of very small individual
 

00:19:03.400 --> 00:19:06.270 align:start position:0%
kind of a a set of very small individual
contributions<00:19:04.400><c> um</c><00:19:04.600><c> as</c><00:19:04.760><c> opposed</c><00:19:05.120><c> to</c><00:19:05.880><c> capture</c>

00:19:06.270 --> 00:19:06.280 align:start position:0%
contributions um as opposed to capture
 

00:19:06.280 --> 00:19:08.110 align:start position:0%
contributions um as opposed to capture
the<00:19:06.480><c> collective</c><00:19:06.919><c> impact</c><00:19:07.240><c> of</c><00:19:07.400><c> of</c><00:19:07.480><c> a</c><00:19:07.600><c> larger</c>

00:19:08.110 --> 00:19:08.120 align:start position:0%
the collective impact of of a larger
 

00:19:08.120 --> 00:19:10.310 align:start position:0%
the collective impact of of a larger
team<00:19:09.120><c> we</c><00:19:09.200><c> can</c><00:19:09.320><c> see</c><00:19:09.559><c> this</c><00:19:09.720><c> at</c><00:19:09.840><c> least</c><00:19:10.000><c> in</c><00:19:10.200><c> in</c>

00:19:10.310 --> 00:19:10.320 align:start position:0%
team we can see this at least in in
 

00:19:10.320 --> 00:19:12.710 align:start position:0%
team we can see this at least in in
round<00:19:10.640><c> five</c><00:19:11.559><c> where</c><00:19:12.080><c> some</c><00:19:12.240><c> of</c><00:19:12.320><c> the</c><00:19:12.400><c> projects</c>

00:19:12.710 --> 00:19:12.720 align:start position:0%
round five where some of the projects
 

00:19:12.720 --> 00:19:14.950 align:start position:0%
round five where some of the projects
that<00:19:12.840><c> did</c><00:19:12.960><c> the</c><00:19:13.120><c> best</c><00:19:13.520><c> had</c><00:19:13.720><c> the</c><00:19:13.799><c> smallest</c><00:19:14.200><c> team</c>

00:19:14.950 --> 00:19:14.960 align:start position:0%
that did the best had the smallest team
 

00:19:14.960 --> 00:19:17.510 align:start position:0%
that did the best had the smallest team
um<00:19:15.159><c> per</c><00:19:15.360><c> on</c><00:19:15.440><c> a</c><00:19:15.600><c> per</c><00:19:16.000><c> contributor</c><00:19:16.559><c> basis</c><00:19:17.280><c> and</c><00:19:17.360><c> so</c>

00:19:17.510 --> 00:19:17.520 align:start position:0%
um per on a per contributor basis and so
 

00:19:17.520 --> 00:19:19.110 align:start position:0%
um per on a per contributor basis and so
this<00:19:17.919><c> could</c><00:19:18.080><c> create</c><00:19:18.320><c> some</c><00:19:18.480><c> kind</c><00:19:18.600><c> of</c><00:19:18.720><c> perverse</c>

00:19:19.110 --> 00:19:19.120 align:start position:0%
this could create some kind of perverse
 

00:19:19.120 --> 00:19:21.310 align:start position:0%
this could create some kind of perverse
incentive<00:19:19.520><c> for</c><00:19:19.679><c> teams</c><00:19:20.039><c> to</c><00:19:20.679><c> fractionalize</c>

00:19:21.310 --> 00:19:21.320 align:start position:0%
incentive for teams to fractionalize
 

00:19:21.320 --> 00:19:23.390 align:start position:0%
incentive for teams to fractionalize
their<00:19:21.480><c> work</c><00:19:21.919><c> as</c><00:19:22.039><c> opposed</c><00:19:22.360><c> to</c><00:19:22.559><c> representing</c><00:19:23.200><c> it</c>

00:19:23.390 --> 00:19:23.400 align:start position:0%
their work as opposed to representing it
 

00:19:23.400 --> 00:19:27.630 align:start position:0%
their work as opposed to representing it
as<00:19:23.559><c> one</c><00:19:23.960><c> cohesive</c><00:19:24.960><c> um</c><00:19:25.799><c> one</c><00:19:26.039><c> cohesive</c><00:19:26.480><c> team</c><00:19:27.480><c> uh</c>

00:19:27.630 --> 00:19:27.640 align:start position:0%
as one cohesive um one cohesive team uh
 

00:19:27.640 --> 00:19:29.390 align:start position:0%
as one cohesive um one cohesive team uh
trend<00:19:27.880><c> from</c><00:19:28.000><c> protocol</c><00:19:28.360><c> Guild</c><00:19:28.919><c> a</c><00:19:29.039><c> very</c><00:19:29.200><c> nice</c>

00:19:29.390 --> 00:19:29.400 align:start position:0%
trend from protocol Guild a very nice
 

00:19:29.400 --> 00:19:31.789 align:start position:0%
trend from protocol Guild a very nice
essay<00:19:30.280><c> pointing</c><00:19:30.559><c> out</c><00:19:30.760><c> this</c><00:19:30.960><c> fact</c><00:19:31.480><c> and</c><00:19:31.600><c> doing</c>

00:19:31.789 --> 00:19:31.799 align:start position:0%
essay pointing out this fact and doing
 

00:19:31.799 --> 00:19:33.149 align:start position:0%
essay pointing out this fact and doing
some

00:19:33.149 --> 00:19:33.159 align:start position:0%
some
 

00:19:33.159 --> 00:19:35.750 align:start position:0%
some
comparisons<00:19:34.159><c> um</c><00:19:34.320><c> and</c><00:19:34.400><c> then</c><00:19:34.600><c> the</c><00:19:34.720><c> fifth</c><00:19:34.960><c> one</c><00:19:35.480><c> is</c>

00:19:35.750 --> 00:19:35.760 align:start position:0%
comparisons um and then the fifth one is
 

00:19:35.760 --> 00:19:37.549 align:start position:0%
comparisons um and then the fifth one is
that<00:19:35.919><c> there</c><00:19:36.120><c> is</c><00:19:36.400><c> a</c><00:19:36.679><c> trade-off</c><00:19:37.159><c> between</c>

00:19:37.549 --> 00:19:37.559 align:start position:0%
that there is a trade-off between
 

00:19:37.559 --> 00:19:40.390 align:start position:0%
that there is a trade-off between
mathematical<00:19:38.200><c> accuracy</c><00:19:39.200><c> and</c><00:19:39.480><c> just</c><00:19:39.679><c> The</c><00:19:39.880><c> Vibes</c>

00:19:40.390 --> 00:19:40.400 align:start position:0%
mathematical accuracy and just The Vibes
 

00:19:40.400 --> 00:19:41.590 align:start position:0%
mathematical accuracy and just The Vibes
and<00:19:40.559><c> the</c><00:19:40.679><c> spirit</c><00:19:40.960><c> that</c><00:19:41.039><c> comes</c><00:19:41.240><c> with</c><00:19:41.400><c> each</c><00:19:41.480><c> of</c>

00:19:41.590 --> 00:19:41.600 align:start position:0%
and the spirit that comes with each of
 

00:19:41.600 --> 00:19:43.870 align:start position:0%
and the spirit that comes with each of
these<00:19:41.799><c> rounds</c><00:19:42.640><c> um</c><00:19:42.840><c> we</c><00:19:43.000><c> quants</c><00:19:43.520><c> we</c><00:19:43.600><c> tend</c><00:19:43.760><c> to</c>

00:19:43.870 --> 00:19:43.880 align:start position:0%
these rounds um we quants we tend to
 

00:19:43.880 --> 00:19:45.549 align:start position:0%
these rounds um we quants we tend to
suck<00:19:44.120><c> the</c><00:19:44.200><c> life</c><00:19:44.360><c> out</c><00:19:44.480><c> of</c><00:19:44.679><c> things</c><00:19:45.280><c> and</c><00:19:45.360><c> there's</c>

00:19:45.549 --> 00:19:45.559 align:start position:0%
suck the life out of things and there's
 

00:19:45.559 --> 00:19:47.470 align:start position:0%
suck the life out of things and there's
something<00:19:45.840><c> very</c><00:19:46.080><c> special</c><00:19:46.559><c> about</c><00:19:46.880><c> the</c><00:19:47.120><c> spirit</c>

00:19:47.470 --> 00:19:47.480 align:start position:0%
something very special about the spirit
 

00:19:47.480 --> 00:19:48.990 align:start position:0%
something very special about the spirit
and<00:19:47.600><c> The</c><00:19:47.720><c> Vibes</c><00:19:47.960><c> that</c><00:19:48.080><c> are</c><00:19:48.200><c> created</c><00:19:48.799><c> around</c>

00:19:48.990 --> 00:19:49.000 align:start position:0%
and The Vibes that are created around
 

00:19:49.000 --> 00:19:51.630 align:start position:0%
and The Vibes that are created around
each<00:19:49.120><c> of</c><00:19:49.240><c> these</c><00:19:49.360><c> retr</c><00:19:49.640><c> funding</c><00:19:49.960><c> rounds</c><00:19:50.840><c> and</c><00:19:50.960><c> so</c>

00:19:51.630 --> 00:19:51.640 align:start position:0%
each of these retr funding rounds and so
 

00:19:51.640 --> 00:19:53.510 align:start position:0%
each of these retr funding rounds and so
as<00:19:51.799><c> the</c><00:19:51.919><c> program</c><00:19:52.280><c> becomes</c><00:19:52.600><c> more</c><00:19:52.840><c> accurate</c><00:19:53.360><c> and</c>

00:19:53.510 --> 00:19:53.520 align:start position:0%
as the program becomes more accurate and
 

00:19:53.520 --> 00:19:55.549 align:start position:0%
as the program becomes more accurate and
predictive<00:19:54.440><c> um</c><00:19:54.600><c> there</c><00:19:54.720><c> could</c><00:19:54.840><c> be</c><00:19:54.919><c> a</c><00:19:55.039><c> trade-off</c>

00:19:55.549 --> 00:19:55.559 align:start position:0%
predictive um there could be a trade-off
 

00:19:55.559 --> 00:19:59.029 align:start position:0%
predictive um there could be a trade-off
in<00:19:55.679><c> terms</c><00:19:55.919><c> of</c><00:19:56.200><c> the</c><00:19:57.039><c> uh</c><00:19:57.240><c> the</c><00:19:57.360><c> energy</c><00:19:58.120><c> and</c><00:19:58.360><c> the</c>

00:19:59.029 --> 00:19:59.039 align:start position:0%
in terms of the uh the energy and the
 

00:19:59.039 --> 00:20:00.950 align:start position:0%
in terms of the uh the energy and the
attention<00:19:59.440><c> that</c><00:19:59.600><c> this</c><00:19:59.760><c> gains</c><00:20:00.440><c> um</c><00:20:00.640><c> because</c>

00:20:00.950 --> 00:20:00.960 align:start position:0%
attention that this gains um because
 

00:20:00.960 --> 00:20:02.830 align:start position:0%
attention that this gains um because
there's<00:20:01.280><c> less</c><00:20:01.640><c> speculation</c><00:20:02.280><c> and</c><00:20:02.440><c> less</c><00:20:02.640><c> hope</c>

00:20:02.830 --> 00:20:02.840 align:start position:0%
there's less speculation and less hope
 

00:20:02.840 --> 00:20:05.070 align:start position:0%
there's less speculation and less hope
for<00:20:03.000><c> some</c><00:20:03.159><c> for</c><00:20:03.280><c> some</c><00:20:03.679><c> Builders</c><00:20:04.679><c> we</c><00:20:04.799><c> definitely</c>

00:20:05.070 --> 00:20:05.080 align:start position:0%
for some for some Builders we definitely
 

00:20:05.080 --> 00:20:06.669 align:start position:0%
for some for some Builders we definitely
saw<00:20:05.240><c> that</c><00:20:05.360><c> round</c><00:20:05.600><c> three</c><00:20:06.120><c> kind</c><00:20:06.240><c> of</c><00:20:06.320><c> marked</c><00:20:06.559><c> a</c>

00:20:06.669 --> 00:20:06.679 align:start position:0%
saw that round three kind of marked a
 

00:20:06.679 --> 00:20:08.590 align:start position:0%
saw that round three kind of marked a
high<00:20:06.880><c> water</c><00:20:07.080><c> point</c><00:20:07.400><c> in</c><00:20:07.520><c> terms</c><00:20:07.720><c> of</c><00:20:07.919><c> the</c><00:20:08.320><c> social</c>

00:20:08.590 --> 00:20:08.600 align:start position:0%
high water point in terms of the social
 

00:20:08.600 --> 00:20:10.350 align:start position:0%
high water point in terms of the social
media<00:20:08.880><c> attention</c><00:20:09.200><c> at</c><00:20:09.360><c> least</c><00:20:09.880><c> that</c><00:20:10.039><c> retr</c>

00:20:10.350 --> 00:20:10.360 align:start position:0%
media attention at least that retr
 

00:20:10.360 --> 00:20:12.149 align:start position:0%
media attention at least that retr
funding

00:20:12.149 --> 00:20:12.159 align:start position:0%
funding
 

00:20:12.159 --> 00:20:15.029 align:start position:0%
funding
received<00:20:13.159><c> um</c><00:20:14.039><c> we</c><00:20:14.200><c> believe</c><00:20:14.480><c> that</c><00:20:14.600><c> the</c><00:20:14.720><c> upside</c>

00:20:15.029 --> 00:20:15.039 align:start position:0%
received um we believe that the upside
 

00:20:15.039 --> 00:20:16.390 align:start position:0%
received um we believe that the upside
to<00:20:15.159><c> figuring</c><00:20:15.440><c> out</c><00:20:15.600><c> these</c><00:20:15.760><c> things</c><00:20:16.039><c> and</c><00:20:16.159><c> working</c>

00:20:16.390 --> 00:20:16.400 align:start position:0%
to figuring out these things and working
 

00:20:16.400 --> 00:20:18.669 align:start position:0%
to figuring out these things and working
on<00:20:16.520><c> these</c><00:20:16.679><c> challenges</c><00:20:17.640><c> has</c><00:20:17.799><c> a</c><00:20:17.960><c> potential</c><00:20:18.559><c> to</c>

00:20:18.669 --> 00:20:18.679 align:start position:0%
on these challenges has a potential to
 

00:20:18.679 --> 00:20:21.990 align:start position:0%
on these challenges has a potential to
be<00:20:19.039><c> huge</c><00:20:20.039><c> if</c><00:20:20.120><c> you</c><00:20:20.280><c> just</c><00:20:20.400><c> look</c><00:20:20.520><c> at</c><00:20:20.679><c> the</c><00:20:20.840><c> size</c><00:20:21.360><c> of</c>

00:20:21.990 --> 00:20:22.000 align:start position:0%
be huge if you just look at the size of
 

00:20:22.000 --> 00:20:23.350 align:start position:0%
be huge if you just look at the size of
the<00:20:22.120><c> number</c><00:20:22.400><c> of</c><00:20:22.679><c> developers</c><00:20:23.120><c> that</c><00:20:23.200><c> are</c>

00:20:23.350 --> 00:20:23.360 align:start position:0%
the number of developers that are
 

00:20:23.360 --> 00:20:25.669 align:start position:0%
the number of developers that are
contributing<00:20:23.919><c> to</c><00:20:24.080><c> open</c><00:20:24.320><c> source</c><00:20:25.039><c> is</c><00:20:25.200><c> a</c><00:20:25.360><c> global</c>

00:20:25.669 --> 00:20:25.679 align:start position:0%
contributing to open source is a global
 

00:20:25.679 --> 00:20:27.270 align:start position:0%
contributing to open source is a global
movement<00:20:26.159><c> and</c><00:20:26.240><c> If</c><00:20:26.360><c> This</c><00:20:26.480><c> Were</c><00:20:26.640><c> a</c><00:20:26.760><c> nation</c><00:20:27.159><c> it</c>

00:20:27.270 --> 00:20:27.280 align:start position:0%
movement and If This Were a nation it
 

00:20:27.280 --> 00:20:28.710 align:start position:0%
movement and If This Were a nation it
would<00:20:27.400><c> be</c><00:20:27.520><c> as</c><00:20:27.640><c> large</c><00:20:27.880><c> as</c><00:20:28.000><c> the</c><00:20:28.120><c> population</c><00:20:28.480><c> of</c>

00:20:28.710 --> 00:20:28.720 align:start position:0%
would be as large as the population of
 

00:20:28.720 --> 00:20:31.750 align:start position:0%
would be as large as the population of
Thailand<00:20:29.520><c> or</c><00:20:29.799><c> Mexico</c><00:20:30.400><c> or</c><00:20:30.600><c> Germany</c><00:20:31.440><c> so</c><00:20:31.640><c> there</c>

00:20:31.750 --> 00:20:31.760 align:start position:0%
Thailand or Mexico or Germany so there
 

00:20:31.760 --> 00:20:34.669 align:start position:0%
Thailand or Mexico or Germany so there
is<00:20:31.919><c> a</c><00:20:32.120><c> large</c><00:20:32.840><c> Global</c><00:20:33.559><c> borderless</c><00:20:34.120><c> movement</c>

00:20:34.669 --> 00:20:34.679 align:start position:0%
is a large Global borderless movement
 

00:20:34.679 --> 00:20:37.310 align:start position:0%
is a large Global borderless movement
around<00:20:34.919><c> open</c><00:20:35.640><c> source</c><00:20:36.640><c> and</c><00:20:36.799><c> historically</c><00:20:37.240><c> we</c>

00:20:37.310 --> 00:20:37.320 align:start position:0%
around open source and historically we
 

00:20:37.320 --> 00:20:39.230 align:start position:0%
around open source and historically we
have<00:20:37.440><c> not</c><00:20:37.600><c> been</c><00:20:37.760><c> very</c><00:20:37.960><c> good</c><00:20:38.120><c> at</c><00:20:38.240><c> funding</c><00:20:38.600><c> it</c><00:20:39.120><c> If</c>

00:20:39.230 --> 00:20:39.240 align:start position:0%
have not been very good at funding it If
 

00:20:39.240 --> 00:20:40.870 align:start position:0%
have not been very good at funding it If
This<00:20:39.360><c> Were</c><00:20:39.520><c> a</c><00:20:39.640><c> nation</c><00:20:40.080><c> the</c><00:20:40.200><c> amount</c><00:20:40.400><c> of</c><00:20:40.520><c> funding</c>

00:20:40.870 --> 00:20:40.880 align:start position:0%
This Were a nation the amount of funding
 

00:20:40.880 --> 00:20:42.990 align:start position:0%
This Were a nation the amount of funding
that<00:20:41.000><c> it</c><00:20:41.120><c> is</c><00:20:41.320><c> allocating</c><00:20:41.840><c> towards</c><00:20:42.120><c> its</c><00:20:42.640><c> public</c>

00:20:42.990 --> 00:20:43.000 align:start position:0%
that it is allocating towards its public
 

00:20:43.000 --> 00:20:45.549 align:start position:0%
that it is allocating towards its public
infrastructure<00:20:44.000><c> would</c><00:20:44.159><c> be</c><00:20:44.280><c> on</c><00:20:44.480><c> par</c><00:20:44.919><c> with</c><00:20:45.080><c> Fiji</c>

00:20:45.549 --> 00:20:45.559 align:start position:0%
infrastructure would be on par with Fiji
 

00:20:45.559 --> 00:20:48.470 align:start position:0%
infrastructure would be on par with Fiji
and<00:20:45.679><c> swasiland</c><00:20:46.520><c> pretty</c><00:20:47.520><c> pretty</c><00:20:47.799><c> low</c><00:20:48.159><c> down</c><00:20:48.320><c> the</c>

00:20:48.470 --> 00:20:48.480 align:start position:0%
and swasiland pretty pretty low down the
 

00:20:48.480 --> 00:20:50.510 align:start position:0%
and swasiland pretty pretty low down the
ranking<00:20:49.280><c> so</c><00:20:49.440><c> we</c><00:20:49.520><c> need</c><00:20:49.679><c> to</c><00:20:49.799><c> do</c>

00:20:50.510 --> 00:20:50.520 align:start position:0%
ranking so we need to do
 

00:20:50.520 --> 00:20:52.549 align:start position:0%
ranking so we need to do
better

00:20:52.549 --> 00:20:52.559 align:start position:0%
better
 

00:20:52.559 --> 00:20:55.470 align:start position:0%
better
um<00:20:53.559><c> we</c><00:20:53.720><c> at</c><00:20:53.880><c> open</c><00:20:54.080><c> source</c><00:20:54.320><c> Observer</c><00:20:55.120><c> um</c><00:20:55.280><c> are</c>

00:20:55.470 --> 00:20:55.480 align:start position:0%
um we at open source Observer um are
 

00:20:55.480 --> 00:20:57.310 align:start position:0%
um we at open source Observer um are
very<00:20:55.760><c> excited</c><00:20:56.080><c> to</c><00:20:56.159><c> work</c><00:20:56.280><c> on</c><00:20:56.440><c> this</c><00:20:56.640><c> problem</c>

00:20:57.310 --> 00:20:57.320 align:start position:0%
very excited to work on this problem
 

00:20:57.320 --> 00:20:59.549 align:start position:0%
very excited to work on this problem
we're<00:20:57.600><c> hoping</c><00:20:58.000><c> to</c><00:20:58.640><c> attract</c><00:20:59.080><c> more</c><00:20:59.320><c> data</c>

00:20:59.549 --> 00:20:59.559 align:start position:0%
we're hoping to attract more data
 

00:20:59.559 --> 00:21:01.630 align:start position:0%
we're hoping to attract more data
scientists<00:21:00.480><c> to</c><00:21:00.720><c> care</c><00:21:01.200><c> about</c><00:21:01.520><c> the</c>

00:21:01.630 --> 00:21:01.640 align:start position:0%
scientists to care about the
 

00:21:01.640 --> 00:21:04.990 align:start position:0%
scientists to care about the
intersection<00:21:02.440><c> of</c><00:21:02.640><c> public</c><00:21:02.960><c> goods</c><00:21:03.720><c> and</c><00:21:04.039><c> impact</c>

00:21:04.990 --> 00:21:05.000 align:start position:0%
intersection of public goods and impact
 

00:21:05.000 --> 00:21:07.149 align:start position:0%
intersection of public goods and impact
and<00:21:05.280><c> data</c><00:21:05.600><c> science</c><00:21:06.320><c> and</c><00:21:06.440><c> if</c><00:21:06.600><c> that</c><00:21:06.720><c> speaks</c><00:21:07.000><c> to</c>

00:21:07.149 --> 00:21:07.159 align:start position:0%
and data science and if that speaks to
 

00:21:07.159 --> 00:21:08.630 align:start position:0%
and data science and if that speaks to
you<00:21:07.440><c> we'd</c><00:21:07.640><c> love</c><00:21:07.760><c> to</c><00:21:07.880><c> hear</c><00:21:08.039><c> from</c><00:21:08.200><c> you</c><00:21:08.440><c> you</c><00:21:08.520><c> can</c>

00:21:08.630 --> 00:21:08.640 align:start position:0%
you we'd love to hear from you you can
 

00:21:08.640 --> 00:21:11.390 align:start position:0%
you we'd love to hear from you you can
scan<00:21:08.880><c> the</c><00:21:09.000><c> QR</c><00:21:09.320><c> code</c><00:21:09.840><c> to</c><00:21:10.000><c> get</c><00:21:10.159><c> in</c><00:21:10.320><c> touch</c><00:21:11.039><c> um</c><00:21:11.200><c> join</c>

00:21:11.390 --> 00:21:11.400 align:start position:0%
scan the QR code to get in touch um join
 

00:21:11.400 --> 00:21:13.630 align:start position:0%
scan the QR code to get in touch um join
our<00:21:11.640><c> Discord</c><00:21:12.640><c> and</c><00:21:12.760><c> for</c><00:21:12.919><c> any</c><00:21:13.039><c> builders</c><00:21:13.360><c> that</c><00:21:13.520><c> in</c>

00:21:13.630 --> 00:21:13.640 align:start position:0%
our Discord and for any builders that in
 

00:21:13.640 --> 00:21:15.830 align:start position:0%
our Discord and for any builders that in
the<00:21:13.760><c> room</c><00:21:14.400><c> optimism</c><00:21:14.840><c> is</c><00:21:15.000><c> having</c><00:21:15.279><c> a</c><00:21:15.480><c> seventh</c>

00:21:15.830 --> 00:21:15.840 align:start position:0%
the room optimism is having a seventh
 

00:21:15.840 --> 00:21:17.950 align:start position:0%
the room optimism is having a seventh
round<00:21:16.039><c> of</c><00:21:16.159><c> retr</c><00:21:16.440><c> funding</c><00:21:16.880><c> it'll</c><00:21:17.080><c> be</c><00:21:17.200><c> starting</c>

00:21:17.950 --> 00:21:17.960 align:start position:0%
round of retr funding it'll be starting
 

00:21:17.960 --> 00:21:20.269 align:start position:0%
round of retr funding it'll be starting
hopefully<00:21:18.720><c> um</c><00:21:19.000><c> before</c><00:21:19.200><c> the</c><00:21:19.320><c> end</c><00:21:19.440><c> of</c><00:21:19.559><c> the</c><00:21:19.720><c> year</c>

00:21:20.269 --> 00:21:20.279 align:start position:0%
hopefully um before the end of the year
 

00:21:20.279 --> 00:21:23.190 align:start position:0%
hopefully um before the end of the year
you<00:21:20.400><c> can</c><00:21:20.600><c> go</c><00:21:20.760><c> to</c><00:21:21.120><c> retrun</c><00:21:21.960><c> optimism.</c><00:21:22.960><c> get</c><00:21:23.080><c> all</c>

00:21:23.190 --> 00:21:23.200 align:start position:0%
you can go to retrun optimism. get all
 

00:21:23.200 --> 00:21:25.230 align:start position:0%
you can go to retrun optimism. get all
the<00:21:23.320><c> details</c><00:21:23.760><c> there</c><00:21:24.039><c> and</c><00:21:24.200><c> sign</c><00:21:24.440><c> up</c><00:21:24.919><c> thank</c><00:21:25.080><c> you</c>

00:21:25.230 --> 00:21:25.240 align:start position:0%
the details there and sign up thank you
 

00:21:25.240 --> 00:21:32.310 align:start position:0%
the details there and sign up thank you
very<00:21:25.400><c> much</c>

00:21:32.310 --> 00:21:32.320 align:start position:0%
 
 

00:21:32.320 --> 00:21:34.669 align:start position:0%
 
awesome<00:21:32.760><c> Carl</c><00:21:33.039><c> so</c><00:21:33.200><c> you</c><00:21:33.360><c> know</c><00:21:34.039><c> next</c><00:21:34.320><c> retr</c>

00:21:34.669 --> 00:21:34.679 align:start position:0%
awesome Carl so you know next retr
 

00:21:34.679 --> 00:21:38.710 align:start position:0%
awesome Carl so you know next retr
funding<00:21:35.240><c> it's</c><00:21:35.520><c> coming</c><00:21:36.279><c> close</c><00:21:37.039><c> so</c><00:21:37.679><c> take</c><00:21:37.919><c> the</c>

00:21:38.710 --> 00:21:38.720 align:start position:0%
funding it's coming close so take the
 

00:21:38.720 --> 00:21:41.630 align:start position:0%
funding it's coming close so take the
opportunity<00:21:39.720><c> questions</c><00:21:40.720><c> that</c><00:21:40.840><c> you</c><00:21:41.039><c> have</c><00:21:41.240><c> for</c>

00:21:41.630 --> 00:21:41.640 align:start position:0%
opportunity questions that you have for
 

00:21:41.640 --> 00:21:44.549 align:start position:0%
opportunity questions that you have for
Carl<00:21:42.400><c> let's</c><00:21:42.720><c> start</c><00:21:43.120><c> that</c><00:21:43.320><c> way</c><00:21:43.679><c> meanwhile</c>

00:21:44.549 --> 00:21:44.559 align:start position:0%
Carl let's start that way meanwhile
 

00:21:44.559 --> 00:21:47.750 align:start position:0%
Carl let's start that way meanwhile
please<00:21:45.200><c> use</c><00:21:45.480><c> the</c><00:21:45.679><c> QR</c><00:21:46.120><c> code</c><00:21:46.720><c> to</c><00:21:46.960><c> place</c><00:21:47.240><c> your</c>

00:21:47.750 --> 00:21:47.760 align:start position:0%
please use the QR code to place your
 

00:21:47.760 --> 00:21:52.350 align:start position:0%
please use the QR code to place your
questions<00:21:48.760><c> uh</c><00:21:49.120><c> to</c><00:21:49.440><c> e</c><00:21:50.360><c> so</c><00:21:50.720><c> go</c><00:21:50.880><c> ahead</c><00:21:51.480><c> hi</c><00:21:51.640><c> Carl</c>

00:21:52.350 --> 00:21:52.360 align:start position:0%
questions uh to e so go ahead hi Carl
 

00:21:52.360 --> 00:21:55.149 align:start position:0%
questions uh to e so go ahead hi Carl
Thomas<00:21:52.760><c> here</c><00:21:53.600><c> hey</c><00:21:54.600><c> uh</c><00:21:54.720><c> thanks</c><00:21:54.919><c> for</c><00:21:55.039><c> the</c>

00:21:55.149 --> 00:21:55.159 align:start position:0%
Thomas here hey uh thanks for the
 

00:21:55.159 --> 00:21:56.750 align:start position:0%
Thomas here hey uh thanks for the
presentation<00:21:55.919><c> I'm</c><00:21:56.120><c> uh</c><00:21:56.240><c> just</c><00:21:56.320><c> want</c><00:21:56.400><c> to</c><00:21:56.559><c> say</c>

00:21:56.750 --> 00:21:56.760 align:start position:0%
presentation I'm uh just want to say
 

00:21:56.760 --> 00:21:58.269 align:start position:0%
presentation I'm uh just want to say
first<00:21:56.919><c> of</c><00:21:57.039><c> all</c><00:21:57.200><c> I'm</c><00:21:57.279><c> a</c><00:21:57.440><c> huge</c><00:21:57.720><c> advocate</c><00:21:58.080><c> for</c>

00:21:58.269 --> 00:21:58.279 align:start position:0%
first of all I'm a huge advocate for
 

00:21:58.279 --> 00:22:00.549 align:start position:0%
first of all I'm a huge advocate for
open<00:21:58.720><c> s</c><00:21:58.919><c> so</c><00:21:59.120><c> far</c><00:21:59.320><c> I</c><00:21:59.520><c> use</c><00:21:59.720><c> it</c><00:21:59.880><c> all</c><00:22:00.039><c> the</c><00:22:00.159><c> time</c><00:22:00.440><c> my</c>

00:22:00.549 --> 00:22:00.559 align:start position:0%
open s so far I use it all the time my
 

00:22:00.559 --> 00:22:02.390 align:start position:0%
open s so far I use it all the time my
day-to-day<00:22:01.039><c> activities</c><00:22:01.520><c> always</c><00:22:02.159><c> always</c>

00:22:02.390 --> 00:22:02.400 align:start position:0%
day-to-day activities always always
 

00:22:02.400 --> 00:22:04.110 align:start position:0%
day-to-day activities always always
using<00:22:02.640><c> libraries</c><00:22:03.120><c> Frameworks</c><00:22:03.640><c> which</c><00:22:03.799><c> are</c><00:22:04.039><c> you</c>

00:22:04.110 --> 00:22:04.120 align:start position:0%
using libraries Frameworks which are you
 

00:22:04.120 --> 00:22:05.710 align:start position:0%
using libraries Frameworks which are you
don't<00:22:04.320><c> even</c><00:22:04.480><c> know</c><00:22:04.640><c> how</c><00:22:04.760><c> open</c><00:22:04.960><c> source</c><00:22:05.240><c> but</c><00:22:05.440><c> are</c>

00:22:05.710 --> 00:22:05.720 align:start position:0%
don't even know how open source but are
 

00:22:05.720 --> 00:22:08.830 align:start position:0%
don't even know how open source but are
right<00:22:06.520><c> um</c><00:22:07.240><c> so</c><00:22:07.559><c> I</c><00:22:07.640><c> wanted</c><00:22:07.840><c> to</c><00:22:08.000><c> go</c><00:22:08.200><c> back</c><00:22:08.360><c> on</c><00:22:08.640><c> two</c>

00:22:08.830 --> 00:22:08.840 align:start position:0%
right um so I wanted to go back on two
 

00:22:08.840 --> 00:22:11.190 align:start position:0%
right um so I wanted to go back on two
slides<00:22:09.159><c> that</c><00:22:09.279><c> you</c><00:22:09.440><c> had</c><00:22:09.919><c> uh</c><00:22:10.080><c> previously</c><00:22:10.640><c> me</c>

00:22:11.190 --> 00:22:11.200 align:start position:0%
slides that you had uh previously me
 

00:22:11.200 --> 00:22:12.909 align:start position:0%
slides that you had uh previously me
mentioned<00:22:11.960><c> um</c><00:22:12.120><c> one</c><00:22:12.240><c> of</c><00:22:12.320><c> them</c><00:22:12.440><c> was</c><00:22:12.600><c> around</c><00:22:12.799><c> the</c>

00:22:12.909 --> 00:22:12.919 align:start position:0%
mentioned um one of them was around the
 

00:22:12.919 --> 00:22:14.870 align:start position:0%
mentioned um one of them was around the
development<00:22:13.320><c> onchain</c><00:22:13.799><c> activity</c><00:22:14.679><c> you</c><00:22:14.760><c> don't</c>

00:22:14.870 --> 00:22:14.880 align:start position:0%
development onchain activity you don't
 

00:22:14.880 --> 00:22:17.909 align:start position:0%
development onchain activity you don't
have<00:22:15.000><c> to</c><00:22:15.080><c> go</c><00:22:15.240><c> back</c><00:22:15.400><c> but</c><00:22:15.520><c> it's</c><00:22:15.679><c> fine</c><00:22:16.679><c> um</c><00:22:17.679><c> I</c><00:22:17.760><c> was</c>

00:22:17.909 --> 00:22:17.919 align:start position:0%
have to go back but it's fine um I was
 

00:22:17.919 --> 00:22:19.870 align:start position:0%
have to go back but it's fine um I was
wondering<00:22:18.520><c> would</c><00:22:18.720><c> you</c><00:22:19.200><c> I</c><00:22:19.320><c> I</c><00:22:19.400><c> know</c><00:22:19.559><c> you</c><00:22:19.679><c> said</c>

00:22:19.870 --> 00:22:19.880 align:start position:0%
wondering would you I I know you said
 

00:22:19.880 --> 00:22:21.350 align:start position:0%
wondering would you I I know you said
there<00:22:20.000><c> were</c><00:22:20.120><c> a</c><00:22:20.240><c> handful</c><00:22:20.559><c> of</c><00:22:20.679><c> other</c><00:22:20.880><c> metrics</c>

00:22:21.350 --> 00:22:21.360 align:start position:0%
there were a handful of other metrics
 

00:22:21.360 --> 00:22:23.590 align:start position:0%
there were a handful of other metrics
while<00:22:21.520><c> you</c><00:22:21.600><c> were</c><00:22:21.760><c> speaking</c><00:22:22.320><c> but</c><00:22:22.559><c> you</c><00:22:23.400><c> um</c>

00:22:23.590 --> 00:22:23.600 align:start position:0%
while you were speaking but you um
 

00:22:23.600 --> 00:22:25.990 align:start position:0%
while you were speaking but you um
outline<00:22:24.080><c> these</c><00:22:24.240><c> two</c><00:22:24.919><c> wondering</c><00:22:25.720><c> would</c><00:22:25.880><c> you</c>

00:22:25.990 --> 00:22:26.000 align:start position:0%
outline these two wondering would you
 

00:22:26.000 --> 00:22:27.310 align:start position:0%
outline these two wondering would you
say<00:22:26.159><c> these</c><00:22:26.279><c> are</c><00:22:26.440><c> the</c><00:22:26.520><c> most</c><00:22:26.679><c> important</c><00:22:27.000><c> metrics</c>

00:22:27.310 --> 00:22:27.320 align:start position:0%
say these are the most important metrics
 

00:22:27.320 --> 00:22:29.350 align:start position:0%
say these are the most important metrics
for<00:22:27.640><c> measuring</c><00:22:28.000><c> an</c><00:22:28.120><c> inval</c><00:22:28.720><c> evaluating</c><00:22:29.240><c> the</c>

00:22:29.350 --> 00:22:29.360 align:start position:0%
for measuring an inval evaluating the
 

00:22:29.360 --> 00:22:30.870 align:start position:0%
for measuring an inval evaluating the
impact<00:22:29.640><c> of</c><00:22:29.720><c> funded</c>

00:22:30.870 --> 00:22:30.880 align:start position:0%
impact of funded
 

00:22:30.880 --> 00:22:33.350 align:start position:0%
impact of funded
projects<00:22:31.880><c> um</c><00:22:32.240><c> no</c><00:22:32.600><c> I</c><00:22:32.679><c> would</c><00:22:32.840><c> say</c><00:22:32.960><c> that</c><00:22:33.080><c> they</c><00:22:33.159><c> are</c>

00:22:33.350 --> 00:22:33.360 align:start position:0%
projects um no I would say that they are
 

00:22:33.360 --> 00:22:35.909 align:start position:0%
projects um no I would say that they are
good<00:22:33.559><c> trailing</c><00:22:34.000><c> metrics</c><00:22:34.640><c> so</c><00:22:34.880><c> ideally</c><00:22:35.520><c> if</c><00:22:35.640><c> you</c>

00:22:35.909 --> 00:22:35.919 align:start position:0%
good trailing metrics so ideally if you
 

00:22:35.919 --> 00:22:37.470 align:start position:0%
good trailing metrics so ideally if you
have<00:22:36.480><c> if</c><00:22:36.559><c> you're</c><00:22:36.679><c> doing</c><00:22:36.840><c> other</c><00:22:37.039><c> things</c><00:22:37.240><c> well</c>

00:22:37.470 --> 00:22:37.480 align:start position:0%
have if you're doing other things well
 

00:22:37.480 --> 00:22:38.830 align:start position:0%
have if you're doing other things well
then<00:22:37.600><c> you'll</c><00:22:37.799><c> get</c><00:22:37.919><c> more</c><00:22:38.039><c> developers</c><00:22:38.600><c> you</c><00:22:38.679><c> will</c>

00:22:38.830 --> 00:22:38.840 align:start position:0%
then you'll get more developers you will
 

00:22:38.840 --> 00:22:40.230 align:start position:0%
then you'll get more developers you will
get<00:22:38.960><c> more</c><00:22:39.120><c> transactions</c><00:22:39.720><c> you'll</c><00:22:39.960><c> get</c><00:22:40.080><c> more</c>

00:22:40.230 --> 00:22:40.240 align:start position:0%
get more transactions you'll get more
 

00:22:40.240 --> 00:22:42.430 align:start position:0%
get more transactions you'll get more
users<00:22:40.840><c> but</c><00:22:41.679><c> uh</c><00:22:41.799><c> you</c><00:22:41.960><c> probably</c><00:22:42.120><c> don't</c><00:22:42.240><c> want</c><00:22:42.320><c> to</c>

00:22:42.430 --> 00:22:42.440 align:start position:0%
users but uh you probably don't want to
 

00:22:42.440 --> 00:22:44.149 align:start position:0%
users but uh you probably don't want to
fund<00:22:42.679><c> these</c><00:22:42.840><c> things</c><00:22:43.080><c> directly</c><00:22:43.840><c> if</c><00:22:43.919><c> you</c><00:22:44.000><c> were</c>

00:22:44.149 --> 00:22:44.159 align:start position:0%
fund these things directly if you were
 

00:22:44.159 --> 00:22:45.950 align:start position:0%
fund these things directly if you were
to<00:22:44.320><c> just</c><00:22:44.520><c> fund</c><00:22:45.000><c> People</c><00:22:45.279><c> based</c><00:22:45.480><c> on</c><00:22:45.559><c> the</c><00:22:45.679><c> size</c><00:22:45.840><c> of</c>

00:22:45.950 --> 00:22:45.960 align:start position:0%
to just fund People based on the size of
 

00:22:45.960 --> 00:22:47.870 align:start position:0%
to just fund People based on the size of
their<00:22:46.080><c> team</c><00:22:46.480><c> then</c><00:22:46.600><c> you</c><00:22:46.799><c> get</c><00:22:47.000><c> very</c><00:22:47.200><c> big</c><00:22:47.480><c> bloated</c>

00:22:47.870 --> 00:22:47.880 align:start position:0%
their team then you get very big bloated
 

00:22:47.880 --> 00:22:49.190 align:start position:0%
their team then you get very big bloated
teams<00:22:48.200><c> you</c><00:22:48.320><c> wouldn't</c><00:22:48.600><c> actually</c><00:22:48.840><c> get</c><00:22:49.080><c> the</c>

00:22:49.190 --> 00:22:49.200 align:start position:0%
teams you wouldn't actually get the
 

00:22:49.200 --> 00:22:51.430 align:start position:0%
teams you wouldn't actually get the
impact<00:22:49.480><c> that</c><00:22:49.600><c> you</c><00:22:49.679><c> care</c><00:22:50.080><c> about</c><00:22:51.080><c> um</c><00:22:51.240><c> on</c><00:22:51.320><c> the</c>

00:22:51.430 --> 00:22:51.440 align:start position:0%
impact that you care about um on the
 

00:22:51.440 --> 00:22:53.149 align:start position:0%
impact that you care about um on the
other<00:22:51.559><c> hand</c><00:22:51.720><c> they</c><00:22:51.840><c> do</c><00:22:52.000><c> probably</c><00:22:52.240><c> correlate</c><00:22:53.000><c> in</c>

00:22:53.149 --> 00:22:53.159 align:start position:0%
other hand they do probably correlate in
 

00:22:53.159 --> 00:22:55.310 align:start position:0%
other hand they do probably correlate in
many<00:22:53.360><c> cases</c><00:22:53.760><c> with</c><00:22:53.960><c> like</c><00:22:54.279><c> at</c><00:22:54.360><c> a</c><00:22:54.480><c> high</c><00:22:54.640><c> level</c><00:22:55.200><c> the</c>

00:22:55.310 --> 00:22:55.320 align:start position:0%
many cases with like at a high level the
 

00:22:55.320 --> 00:22:58.710 align:start position:0%
many cases with like at a high level the
growth<00:22:55.559><c> of</c><00:22:55.640><c> an</c><00:22:56.159><c> ecosystem</c><00:22:57.159><c> um</c><00:22:57.440><c> so</c><00:22:58.240><c> we</c><00:22:58.559><c> don't</c>

00:22:58.710 --> 00:22:58.720 align:start position:0%
growth of an ecosystem um so we don't
 

00:22:58.720 --> 00:23:00.110 align:start position:0%
growth of an ecosystem um so we don't
really<00:22:58.919><c> I</c><00:22:59.039><c> I'm</c><00:22:59.159><c> not</c><00:22:59.279><c> in</c><00:22:59.360><c> a</c><00:22:59.520><c> position</c><00:22:59.760><c> to</c><00:22:59.880><c> say</c>

00:23:00.110 --> 00:23:00.120 align:start position:0%
really I I'm not in a position to say
 

00:23:00.120 --> 00:23:01.430 align:start position:0%
really I I'm not in a position to say
there's<00:23:00.440><c> there's</c><00:23:00.679><c> one</c><00:23:00.880><c> metric</c><00:23:01.200><c> where</c><00:23:01.360><c> you</c>

00:23:01.430 --> 00:23:01.440 align:start position:0%
there's there's one metric where you
 

00:23:01.440 --> 00:23:02.789 align:start position:0%
there's there's one metric where you
should<00:23:01.600><c> just</c><00:23:01.720><c> find</c><00:23:02.000><c> this</c><00:23:02.159><c> thing</c><00:23:02.400><c> and</c><00:23:02.480><c> I</c><00:23:02.600><c> think</c>

00:23:02.789 --> 00:23:02.799 align:start position:0%
should just find this thing and I think
 

00:23:02.799 --> 00:23:04.310 align:start position:0%
should just find this thing and I think
that's<00:23:03.080><c> that's</c><00:23:03.240><c> the</c><00:23:03.360><c> whole</c><00:23:03.520><c> point</c><00:23:03.919><c> is</c><00:23:04.039><c> that</c><00:23:04.159><c> we</c>

00:23:04.310 --> 00:23:04.320 align:start position:0%
that's that's the whole point is that we
 

00:23:04.320 --> 00:23:06.190 align:start position:0%
that's that's the whole point is that we
need<00:23:04.480><c> to</c><00:23:05.240><c> test</c><00:23:05.480><c> these</c><00:23:05.640><c> things</c><00:23:05.799><c> out</c><00:23:05.960><c> in</c><00:23:06.039><c> the</c>

00:23:06.190 --> 00:23:06.200 align:start position:0%
need to test these things out in the
 

00:23:06.200 --> 00:23:08.350 align:start position:0%
need to test these things out in the
wild<00:23:06.880><c> we</c><00:23:07.000><c> need</c><00:23:07.159><c> to</c><00:23:07.480><c> combine</c><00:23:07.919><c> them</c><00:23:08.200><c> in</c>

00:23:08.350 --> 00:23:08.360 align:start position:0%
wild we need to combine them in
 

00:23:08.360 --> 00:23:10.149 align:start position:0%
wild we need to combine them in
different<00:23:08.640><c> ways</c><00:23:09.440><c> and</c><00:23:09.559><c> then</c><00:23:09.720><c> I</c><00:23:09.799><c> think</c><00:23:09.960><c> over</c>

00:23:10.149 --> 00:23:10.159 align:start position:0%
different ways and then I think over
 

00:23:10.159 --> 00:23:12.029 align:start position:0%
different ways and then I think over
time<00:23:10.360><c> we'll</c><00:23:10.520><c> see</c><00:23:10.720><c> some</c><00:23:10.880><c> kind</c><00:23:11.000><c> of</c><00:23:11.320><c> composite</c>

00:23:12.029 --> 00:23:12.039 align:start position:0%
time we'll see some kind of composite
 

00:23:12.039 --> 00:23:13.870 align:start position:0%
time we'll see some kind of composite
set<00:23:12.200><c> of</c><00:23:12.400><c> metrics</c><00:23:13.200><c> some</c><00:23:13.400><c> which</c><00:23:13.520><c> are</c><00:23:13.679><c> really</c>

00:23:13.870 --> 00:23:13.880 align:start position:0%
set of metrics some which are really
 

00:23:13.880 --> 00:23:15.590 align:start position:0%
set of metrics some which are really
good<00:23:14.120><c> as</c><00:23:14.480><c> these</c><00:23:14.600><c> trailing</c><00:23:14.960><c> indicators</c><00:23:15.440><c> and</c>

00:23:15.590 --> 00:23:15.600 align:start position:0%
good as these trailing indicators and
 

00:23:15.600 --> 00:23:16.789 align:start position:0%
good as these trailing indicators and
some<00:23:15.840><c> which</c><00:23:16.039><c> could</c><00:23:16.240><c> actually</c><00:23:16.440><c> be</c><00:23:16.600><c> more</c>

00:23:16.789 --> 00:23:16.799 align:start position:0%
some which could actually be more
 

00:23:16.799 --> 00:23:19.750 align:start position:0%
some which could actually be more
predictive<00:23:17.360><c> of</c><00:23:17.520><c> a</c><00:23:17.679><c> future</c><00:23:18.200><c> success</c><00:23:19.200><c> yeah</c><00:23:19.559><c> big</c>

00:23:19.750 --> 00:23:19.760 align:start position:0%
predictive of a future success yeah big
 

00:23:19.760 --> 00:23:21.590 align:start position:0%
predictive of a future success yeah big
big<00:23:19.880><c> search</c><00:23:20.159><c> space</c><00:23:20.760><c> and</c><00:23:20.880><c> just</c><00:23:21.000><c> a</c><00:23:21.159><c> followup</c>

00:23:21.590 --> 00:23:21.600 align:start position:0%
big search space and just a followup
 

00:23:21.600 --> 00:23:23.510 align:start position:0%
big search space and just a followup
question<00:23:22.080><c> how</c><00:23:22.200><c> much</c><00:23:22.720><c> how</c><00:23:22.880><c> much</c><00:23:23.120><c> time</c><00:23:23.400><c> would</c>

00:23:23.510 --> 00:23:23.520 align:start position:0%
question how much how much time would
 

00:23:23.520 --> 00:23:25.310 align:start position:0%
question how much how much time would
you<00:23:23.640><c> reckon</c><00:23:23.919><c> that</c><00:23:24.120><c> would</c><00:23:24.600><c> you</c><00:23:24.720><c> would</c><00:23:24.880><c> need</c><00:23:25.080><c> for</c>

00:23:25.310 --> 00:23:25.320 align:start position:0%
you reckon that would you would need for
 

00:23:25.320 --> 00:23:28.070 align:start position:0%
you reckon that would you would need for
that<00:23:26.279><c> for</c><00:23:26.559><c> for</c><00:23:26.720><c> which</c><00:23:26.880><c> part</c><00:23:27.120><c> for</c><00:23:27.360><c> like</c><00:23:27.559><c> to</c><00:23:27.720><c> eval</c>

00:23:28.070 --> 00:23:28.080 align:start position:0%
that for for which part for like to eval
 

00:23:28.080 --> 00:23:29.590 align:start position:0%
that for for which part for like to eval
to<00:23:28.240><c> you</c><00:23:28.520><c> you</c><00:23:28.600><c> mentioned</c><00:23:28.880><c> you</c><00:23:28.960><c> need</c><00:23:29.279><c> like</c><00:23:29.400><c> your</c>

00:23:29.590 --> 00:23:29.600 align:start position:0%
to you you mentioned you need like your
 

00:23:29.600 --> 00:23:31.630 align:start position:0%
to you you mentioned you need like your
Gathering<00:23:29.919><c> data</c><00:23:30.120><c> and</c><00:23:30.279><c> your</c><00:23:30.600><c> your</c><00:23:31.120><c> to</c><00:23:31.320><c> make</c><00:23:31.480><c> an</c>

00:23:31.630 --> 00:23:31.640 align:start position:0%
Gathering data and your your to make an
 

00:23:31.640 --> 00:23:33.149 align:start position:0%
Gathering data and your your to make an
inform<00:23:31.960><c> well-informed</c><00:23:32.360><c> decision</c><00:23:32.799><c> how</c><00:23:33.080><c> how</c>

00:23:33.149 --> 00:23:33.159 align:start position:0%
inform well-informed decision how how
 

00:23:33.159 --> 00:23:34.310 align:start position:0%
inform well-informed decision how how
much<00:23:33.320><c> time</c><00:23:33.480><c> do</c><00:23:33.559><c> you</c><00:23:33.640><c> need</c><00:23:33.799><c> to</c><00:23:33.919><c> make</c><00:23:34.080><c> that</c>

00:23:34.310 --> 00:23:34.320 align:start position:0%
much time do you need to make that
 

00:23:34.320 --> 00:23:36.390 align:start position:0%
much time do you need to make that
decision<00:23:35.320><c> um</c><00:23:35.480><c> we</c><00:23:35.559><c> see</c><00:23:35.799><c> this</c><00:23:35.960><c> much</c><00:23:36.080><c> more</c><00:23:36.240><c> as</c>

00:23:36.390 --> 00:23:36.400 align:start position:0%
decision um we see this much more as
 

00:23:36.400 --> 00:23:39.669 align:start position:0%
decision um we see this much more as
like<00:23:36.640><c> a</c><00:23:37.279><c> community</c><00:23:38.279><c> uh</c><00:23:39.080><c> a</c><00:23:39.159><c> challenge</c><00:23:39.440><c> for</c><00:23:39.559><c> the</c>

00:23:39.669 --> 00:23:39.679 align:start position:0%
like a community uh a challenge for the
 

00:23:39.679 --> 00:23:41.310 align:start position:0%
like a community uh a challenge for the
community<00:23:40.279><c> so</c><00:23:40.600><c> we</c><00:23:40.720><c> can</c><00:23:40.880><c> definitely</c><00:23:41.120><c> come</c><00:23:41.240><c> up</c>

00:23:41.310 --> 00:23:41.320 align:start position:0%
community so we can definitely come up
 

00:23:41.320 --> 00:23:43.549 align:start position:0%
community so we can definitely come up
with<00:23:41.440><c> metrics</c><00:23:41.760><c> ourself</c><00:23:42.760><c> but</c><00:23:42.919><c> increasingly</c><00:23:43.440><c> we</c>

00:23:43.549 --> 00:23:43.559 align:start position:0%
with metrics ourself but increasingly we
 

00:23:43.559 --> 00:23:46.230 align:start position:0%
with metrics ourself but increasingly we
want<00:23:43.720><c> to</c><00:23:43.880><c> partner</c><00:23:44.320><c> with</c><00:23:44.840><c> with</c><00:23:45.000><c> data</c><00:23:45.279><c> teams</c><00:23:46.039><c> um</c>

00:23:46.230 --> 00:23:46.240 align:start position:0%
want to partner with with data teams um
 

00:23:46.240 --> 00:23:47.630 align:start position:0%
want to partner with with data teams um
you<00:23:46.360><c> know</c><00:23:46.520><c> projects</c><00:23:46.960><c> themselves</c><00:23:47.240><c> people</c><00:23:47.440><c> that</c>

00:23:47.630 --> 00:23:47.640 align:start position:0%
you know projects themselves people that
 

00:23:47.640 --> 00:23:49.029 align:start position:0%
you know projects themselves people that
have<00:23:47.880><c> an</c><00:23:48.039><c> intuition</c><00:23:48.440><c> about</c><00:23:48.600><c> what</c><00:23:48.720><c> metrics</c>

00:23:49.029 --> 00:23:49.039 align:start position:0%
have an intuition about what metrics
 

00:23:49.039 --> 00:23:51.310 align:start position:0%
have an intuition about what metrics
they<00:23:49.120><c> think</c><00:23:49.240><c> are</c><00:23:49.400><c> most</c><00:23:49.559><c> useful</c><00:23:50.520><c> and</c><00:23:51.000><c> test</c>

00:23:51.310 --> 00:23:51.320 align:start position:0%
they think are most useful and test
 

00:23:51.320 --> 00:23:54.110 align:start position:0%
they think are most useful and test
those<00:23:51.480><c> out</c><00:23:52.480><c> experiment</c><00:23:52.919><c> with</c><00:23:53.039><c> them</c><00:23:53.520><c> and</c><00:23:54.000><c> you</c>

00:23:54.110 --> 00:23:54.120 align:start position:0%
those out experiment with them and you
 

00:23:54.120 --> 00:23:55.310 align:start position:0%
those out experiment with them and you
know<00:23:54.360><c> everything</c><00:23:54.720><c> all</c><00:23:54.880><c> the</c><00:23:54.960><c> metrics</c><00:23:55.240><c> that</c>

00:23:55.310 --> 00:23:55.320 align:start position:0%
know everything all the metrics that
 

00:23:55.320 --> 00:23:56.710 align:start position:0%
know everything all the metrics that
we're<00:23:55.440><c> building</c><00:23:55.720><c> are</c><00:23:55.919><c> are</c><00:23:56.039><c> fully</c><00:23:56.320><c> open</c><00:23:56.559><c> so</c>

00:23:56.710 --> 00:23:56.720 align:start position:0%
we're building are are fully open so
 

00:23:56.720 --> 00:23:58.029 align:start position:0%
we're building are are fully open so
people<00:23:56.919><c> can</c><00:23:57.080><c> come</c><00:23:57.279><c> and</c><00:23:57.400><c> and</c><00:23:57.520><c> test</c><00:23:57.720><c> them</c><00:23:57.840><c> out</c>

00:23:58.029 --> 00:23:58.039 align:start position:0%
people can come and and test them out
 

00:23:58.039 --> 00:24:01.870 align:start position:0%
people can come and and test them out
directly<00:23:58.880><c> directly</c><00:23:59.880><c> thank</c><00:24:00.039><c> you</c>

00:24:01.870 --> 00:24:01.880 align:start position:0%
directly directly thank you
 

00:24:01.880 --> 00:24:05.350 align:start position:0%
directly directly thank you
yeah<00:24:02.880><c> now</c><00:24:03.039><c> we</c><00:24:03.200><c> have</c><00:24:03.440><c> some</c><00:24:03.840><c> questions</c><00:24:04.360><c> here</c><00:24:05.159><c> one</c>

00:24:05.350 --> 00:24:05.360 align:start position:0%
yeah now we have some questions here one
 

00:24:05.360 --> 00:24:07.830 align:start position:0%
yeah now we have some questions here one
is<00:24:05.799><c> what</c><00:24:05.960><c> if</c><00:24:06.360><c> what</c><00:24:06.640><c> are</c><00:24:06.919><c> the</c><00:24:07.159><c> opportunities</c>

00:24:07.830 --> 00:24:07.840 align:start position:0%
is what if what are the opportunities
 

00:24:07.840 --> 00:24:09.830 align:start position:0%
is what if what are the opportunities
for<00:24:08.120><c> data</c><00:24:08.520><c> scientists</c><00:24:09.000><c> to</c><00:24:09.159><c> get</c>

00:24:09.830 --> 00:24:09.840 align:start position:0%
for data scientists to get
 

00:24:09.840 --> 00:24:13.070 align:start position:0%
for data scientists to get
involved<00:24:10.840><c> yeah</c><00:24:11.080><c> so</c><00:24:11.679><c> um</c><00:24:11.840><c> scan</c><00:24:12.120><c> the</c><00:24:12.279><c> QR</c><00:24:12.600><c> code</c><00:24:12.960><c> we</c>

00:24:13.070 --> 00:24:13.080 align:start position:0%
involved yeah so um scan the QR code we
 

00:24:13.080 --> 00:24:14.470 align:start position:0%
involved yeah so um scan the QR code we
have<00:24:13.200><c> a</c><00:24:13.279><c> number</c><00:24:13.559><c> of</c><00:24:13.960><c> contribution</c>

00:24:14.470 --> 00:24:14.480 align:start position:0%
have a number of contribution
 

00:24:14.480 --> 00:24:16.190 align:start position:0%
have a number of contribution
opportunities<00:24:15.080><c> some</c><00:24:15.240><c> are</c><00:24:15.480><c> pretty</c><00:24:15.720><c> basic</c><00:24:16.080><c> just</c>

00:24:16.190 --> 00:24:16.200 align:start position:0%
opportunities some are pretty basic just
 

00:24:16.200 --> 00:24:19.390 align:start position:0%
opportunities some are pretty basic just
like<00:24:16.360><c> helping</c><00:24:16.760><c> add</c><00:24:17.120><c> update</c><00:24:17.840><c> um</c><00:24:18.039><c> process</c><00:24:18.440><c> data</c>

00:24:19.390 --> 00:24:19.400 align:start position:0%
like helping add update um process data
 

00:24:19.400 --> 00:24:20.510 align:start position:0%
like helping add update um process data
what<00:24:19.520><c> we're</c><00:24:19.679><c> really</c><00:24:19.840><c> looking</c><00:24:20.000><c> for</c><00:24:20.159><c> help</c><00:24:20.360><c> is</c>

00:24:20.510 --> 00:24:20.520 align:start position:0%
what we're really looking for help is
 

00:24:20.520 --> 00:24:22.510 align:start position:0%
what we're really looking for help is
people<00:24:20.760><c> that</c><00:24:20.960><c> have</c><00:24:21.159><c> the</c><00:24:21.279><c> ability</c><00:24:21.640><c> to</c><00:24:21.799><c> do</c><00:24:22.400><c> kind</c>

00:24:22.510 --> 00:24:22.520 align:start position:0%
people that have the ability to do kind
 

00:24:22.520 --> 00:24:24.710 align:start position:0%
people that have the ability to do kind
of<00:24:22.600><c> modeling</c><00:24:23.360><c> um</c><00:24:23.600><c> so</c><00:24:23.880><c> you</c><00:24:23.960><c> know</c><00:24:24.200><c> strong</c><00:24:24.400><c> python</c>

00:24:24.710 --> 00:24:24.720 align:start position:0%
of modeling um so you know strong python
 

00:24:24.720 --> 00:24:26.310 align:start position:0%
of modeling um so you know strong python
skills<00:24:25.080><c> they're</c><00:24:25.279><c> able</c><00:24:25.440><c> to</c><00:24:25.600><c> do</c><00:24:25.799><c> things</c><00:24:26.120><c> like</c>

00:24:26.310 --> 00:24:26.320 align:start position:0%
skills they're able to do things like
 

00:24:26.320 --> 00:24:28.430 align:start position:0%
skills they're able to do things like
the<00:24:26.480><c> the</c><00:24:26.559><c> causal</c><00:24:26.919><c> analysis</c><00:24:27.480><c> that</c><00:24:27.600><c> we</c><00:24:27.679><c> showed</c>

00:24:28.430 --> 00:24:28.440 align:start position:0%
the the causal analysis that we showed
 

00:24:28.440 --> 00:24:31.789 align:start position:0%
the the causal analysis that we showed
um<00:24:28.559><c> they're</c><00:24:28.720><c> able</c><00:24:28.880><c> to</c><00:24:29.320><c> process</c><00:24:30.320><c> uh</c><00:24:31.279><c> you</c><00:24:31.399><c> know</c>

00:24:31.789 --> 00:24:31.799 align:start position:0%
um they're able to process uh you know
 

00:24:31.799 --> 00:24:33.389 align:start position:0%
um they're able to process uh you know
help<00:24:32.000><c> help</c><00:24:32.159><c> us</c><00:24:32.279><c> connect</c><00:24:32.520><c> new</c><00:24:32.640><c> data</c><00:24:32.880><c> sets</c><00:24:33.200><c> and</c>

00:24:33.389 --> 00:24:33.399 align:start position:0%
help help us connect new data sets and
 

00:24:33.399 --> 00:24:34.950 align:start position:0%
help help us connect new data sets and
process<00:24:33.840><c> larger</c><00:24:34.080><c> and</c><00:24:34.240><c> larger</c><00:24:34.480><c> amounts</c><00:24:34.679><c> of</c>

00:24:34.950 --> 00:24:34.960 align:start position:0%
process larger and larger amounts of
 

00:24:34.960 --> 00:24:37.669 align:start position:0%
process larger and larger amounts of
data<00:24:35.960><c> um</c><00:24:36.159><c> anyone</c><00:24:36.600><c> who</c><00:24:36.880><c> has</c><00:24:37.120><c> the</c><00:24:37.240><c> ability</c><00:24:37.520><c> to</c>

00:24:37.669 --> 00:24:37.679 align:start position:0%
data um anyone who has the ability to
 

00:24:37.679 --> 00:24:39.430 align:start position:0%
data um anyone who has the ability to
kind<00:24:37.760><c> of</c><00:24:37.880><c> formulate</c><00:24:38.240><c> research</c><00:24:38.640><c> questions</c><00:24:39.320><c> and</c>

00:24:39.430 --> 00:24:39.440 align:start position:0%
kind of formulate research questions and
 

00:24:39.440 --> 00:24:41.269 align:start position:0%
kind of formulate research questions and
then<00:24:39.600><c> design</c><00:24:39.840><c> a</c><00:24:39.960><c> study</c><00:24:40.200><c> around</c><00:24:40.480><c> that</c><00:24:40.640><c> would</c><00:24:40.799><c> be</c>

00:24:41.269 --> 00:24:41.279 align:start position:0%
then design a study around that would be
 

00:24:41.279 --> 00:24:43.470 align:start position:0%
then design a study around that would be
super<00:24:41.640><c> welcome</c><00:24:42.640><c> um</c><00:24:42.760><c> but</c><00:24:42.919><c> also</c><00:24:43.159><c> people</c><00:24:43.320><c> that</c>

00:24:43.470 --> 00:24:43.480 align:start position:0%
super welcome um but also people that
 

00:24:43.480 --> 00:24:45.190 align:start position:0%
super welcome um but also people that
just<00:24:43.600><c> want</c><00:24:43.720><c> to</c><00:24:44.320><c> uh</c><00:24:44.559><c> you</c><00:24:44.640><c> know</c><00:24:44.760><c> create</c><00:24:45.000><c> front</c>

00:24:45.190 --> 00:24:45.200 align:start position:0%
just want to uh you know create front
 

00:24:45.200 --> 00:24:47.110 align:start position:0%
just want to uh you know create front
ends<00:24:45.480><c> and</c><00:24:45.640><c> dashboards</c><00:24:46.159><c> on</c><00:24:46.320><c> top</c><00:24:46.440><c> of</c><00:24:46.559><c> it</c><00:24:46.919><c> there's</c>

00:24:47.110 --> 00:24:47.120 align:start position:0%
ends and dashboards on top of it there's
 

00:24:47.120 --> 00:24:49.230 align:start position:0%
ends and dashboards on top of it there's
a<00:24:47.279><c> lot</c><00:24:47.600><c> of</c><00:24:47.840><c> of</c><00:24:47.960><c> cool</c><00:24:48.159><c> things</c><00:24:48.320><c> you</c><00:24:48.440><c> can</c>

00:24:49.230 --> 00:24:49.240 align:start position:0%
a lot of of cool things you can
 

00:24:49.240 --> 00:24:53.630 align:start position:0%
a lot of of cool things you can
do<00:24:50.240><c> great</c><00:24:50.880><c> awesome</c><00:24:51.880><c> and</c><00:24:52.080><c> for</c><00:24:52.520><c> for</c><00:24:52.720><c> how</c><00:24:52.960><c> long</c><00:24:53.240><c> is</c>

00:24:53.630 --> 00:24:53.640 align:start position:0%
do great awesome and for for how long is
 

00:24:53.640 --> 00:24:56.789 align:start position:0%
do great awesome and for for how long is
optimism<00:24:54.320><c> going</c><00:24:54.520><c> to</c><00:24:54.720><c> be</c><00:24:54.880><c> running</c><00:24:55.279><c> retro</c><00:24:55.840><c> PGA</c>

00:24:56.789 --> 00:24:56.799 align:start position:0%
optimism going to be running retro PGA
 

00:24:56.799 --> 00:24:59.630 align:start position:0%
optimism going to be running retro PGA
fronts<00:24:57.799><c> um</c><00:24:58.760><c> I</c><00:24:58.840><c> think</c><00:24:59.000><c> the</c><00:24:59.120><c> answer</c><00:24:59.320><c> is</c><00:24:59.440><c> probably</c>

00:24:59.630 --> 00:24:59.640 align:start position:0%
fronts um I think the answer is probably
 

00:24:59.640 --> 00:25:01.310 align:start position:0%
fronts um I think the answer is probably
forever<00:25:00.480><c> that</c><00:25:00.559><c> would</c><00:25:00.679><c> be</c><00:25:00.880><c> the</c><00:25:01.039><c> that</c><00:25:01.120><c> would</c><00:25:01.240><c> be</c>

00:25:01.310 --> 00:25:01.320 align:start position:0%
forever that would be the that would be
 

00:25:01.320 --> 00:25:04.310 align:start position:0%
forever that would be the that would be
the<00:25:01.480><c> goal</c><00:25:02.240><c> um</c><00:25:02.679><c> certainly</c><00:25:03.679><c> the</c><00:25:03.880><c> the</c><00:25:03.960><c> plan</c><00:25:04.200><c> is</c>

00:25:04.310 --> 00:25:04.320 align:start position:0%
the goal um certainly the the plan is
 

00:25:04.320 --> 00:25:06.029 align:start position:0%
the goal um certainly the the plan is
that<00:25:04.480><c> once</c><00:25:04.760><c> the</c><00:25:04.960><c> the</c><00:25:05.080><c> treasury</c><00:25:05.720><c> the</c><00:25:05.799><c> initial</c>

00:25:06.029 --> 00:25:06.039 align:start position:0%
that once the the treasury the initial
 

00:25:06.039 --> 00:25:07.190 align:start position:0%
that once the the treasury the initial
treasury<00:25:06.399><c> runs</c><00:25:06.640><c> out</c><00:25:06.799><c> that</c><00:25:06.919><c> there's</c><00:25:07.080><c> a</c>

00:25:07.190 --> 00:25:07.200 align:start position:0%
treasury runs out that there's a
 

00:25:07.200 --> 00:25:08.549 align:start position:0%
treasury runs out that there's a
continuous<00:25:07.600><c> source</c><00:25:07.840><c> of</c><00:25:07.960><c> funding</c><00:25:08.320><c> that</c><00:25:08.440><c> will</c>

00:25:08.549 --> 00:25:08.559 align:start position:0%
continuous source of funding that will
 

00:25:08.559 --> 00:25:10.149 align:start position:0%
continuous source of funding that will
come<00:25:08.720><c> in</c><00:25:08.919><c> from</c><00:25:09.120><c> sequencer</c><00:25:09.600><c> fees</c><00:25:09.880><c> or</c><00:25:10.000><c> from</c>

00:25:10.149 --> 00:25:10.159 align:start position:0%
come in from sequencer fees or from
 

00:25:10.159 --> 00:25:12.789 align:start position:0%
come in from sequencer fees or from
other<00:25:10.360><c> sources</c><00:25:10.720><c> of</c><00:25:10.919><c> of</c><00:25:11.039><c> onchain</c><00:25:11.600><c> Revenue</c><00:25:12.600><c> uh</c><00:25:12.720><c> I</c>

00:25:12.789 --> 00:25:12.799 align:start position:0%
other sources of of onchain Revenue uh I
 

00:25:12.799 --> 00:25:14.590 align:start position:0%
other sources of of onchain Revenue uh I
think<00:25:12.960><c> the</c><00:25:13.120><c> goal</c><00:25:13.600><c> eventually</c><00:25:14.200><c> is</c><00:25:14.399><c> that</c>

00:25:14.590 --> 00:25:14.600 align:start position:0%
think the goal eventually is that
 

00:25:14.600 --> 00:25:16.630 align:start position:0%
think the goal eventually is that
everything<00:25:15.240><c> that</c><00:25:15.360><c> is</c><00:25:15.679><c> happening</c><00:25:15.960><c> in</c><00:25:16.159><c> optimism</c>

00:25:16.630 --> 00:25:16.640 align:start position:0%
everything that is happening in optimism
 

00:25:16.640 --> 00:25:18.830 align:start position:0%
everything that is happening in optimism
gets<00:25:16.840><c> funded</c><00:25:17.120><c> by</c><00:25:17.200><c> retr</c><00:25:17.520><c> funding</c><00:25:18.480><c> whether</c><00:25:18.720><c> that</c>

00:25:18.830 --> 00:25:18.840 align:start position:0%
gets funded by retr funding whether that
 

00:25:18.840 --> 00:25:20.990 align:start position:0%
gets funded by retr funding whether that
takes<00:25:19.120><c> five</c><00:25:19.279><c> years</c><00:25:19.480><c> or</c><00:25:19.640><c> 10</c><00:25:19.880><c> years</c><00:25:20.640><c> remains</c><00:25:20.880><c> to</c>

00:25:20.990 --> 00:25:21.000 align:start position:0%
takes five years or 10 years remains to
 

00:25:21.000 --> 00:25:23.230 align:start position:0%
takes five years or 10 years remains to
be<00:25:21.120><c> seen</c><00:25:21.960><c> um</c><00:25:22.080><c> but</c><00:25:22.200><c> the</c><00:25:22.360><c> goal</c><00:25:22.559><c> is</c><00:25:22.640><c> that</c><00:25:22.799><c> this</c><00:25:22.919><c> is</c>

00:25:23.230 --> 00:25:23.240 align:start position:0%
be seen um but the goal is that this is
 

00:25:23.240 --> 00:25:25.389 align:start position:0%
be seen um but the goal is that this is
a<00:25:23.399><c> system</c><00:25:23.799><c> that</c><00:25:23.919><c> that</c><00:25:24.039><c> runs</c>

00:25:25.389 --> 00:25:25.399 align:start position:0%
a system that that runs
 

00:25:25.399 --> 00:25:27.990 align:start position:0%
a system that that runs
forever<00:25:26.399><c> awesome</c><00:25:26.840><c> Carl</c><00:25:27.240><c> appreciate</c><00:25:27.679><c> it</c><00:25:27.880><c> and</c>

00:25:27.990 --> 00:25:28.000 align:start position:0%
forever awesome Carl appreciate it and
 

00:25:28.000 --> 00:25:29.549 align:start position:0%
forever awesome Carl appreciate it and
appre<00:25:28.320><c> appreciate</c><00:25:28.679><c> all</c><00:25:28.799><c> the</c><00:25:28.960><c> questions</c><00:25:29.360><c> you</c>

00:25:29.549 --> 00:25:29.559 align:start position:0%
appre appreciate all the questions you
 

00:25:29.559 --> 00:25:32.950 align:start position:0%
appre appreciate all the questions you
have<00:25:30.039><c> we</c><00:25:30.240><c> just</c><00:25:30.600><c> run</c><00:25:31.159><c> out</c><00:25:31.360><c> of</c><00:25:31.640><c> time</c><00:25:31.880><c> so</c><00:25:32.120><c> please</c>

00:25:32.950 --> 00:25:32.960 align:start position:0%
have we just run out of time so please
 

00:25:32.960 --> 00:25:36.750 align:start position:0%
have we just run out of time so please
give<00:25:33.679><c> a</c><00:25:34.200><c> great</c><00:25:34.520><c> Applause</c><00:25:34.960><c> to</c><00:25:35.480><c> Carl</c><00:25:36.480><c> thank</c><00:25:36.640><c> you</c>

00:25:36.750 --> 00:25:36.760 align:start position:0%
give a great Applause to Carl thank you
 

00:25:36.760 --> 00:25:38.110 align:start position:0%
give a great Applause to Carl thank you
everyone<00:25:37.279><c> and</c>

00:25:38.110 --> 00:25:38.120 align:start position:0%
everyone and
 

00:25:38.120 --> 00:25:41.850 align:start position:0%
everyone and
optimism<00:25:39.120><c> thank</c><00:25:39.240><c> you</c><00:25:39.399><c> so</c><00:25:39.600><c> much</c>

00:25:41.850 --> 00:25:41.860 align:start position:0%
optimism thank you so much
 

00:25:41.860 --> 00:25:44.470 align:start position:0%
optimism thank you so much
[Music]

