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[Music]

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hi<00:00:13.759><c> everyone</c><00:00:15.080><c> so</c><00:00:16.080><c> and</c><00:00:16.199><c> today's</c><00:00:16.680><c> I'd</c><00:00:16.880><c> like</c><00:00:17.080><c> to</c>

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hi everyone so and today's I'd like to
 

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hi everyone so and today's I'd like to
talk<00:00:17.520><c> about</c><00:00:18.119><c> my</c><00:00:18.359><c> latest</c><00:00:19.039><c> my</c><00:00:19.240><c> latest</c><00:00:19.720><c> research</c>

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talk about my latest my latest research
 

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talk about my latest my latest research
so<00:00:20.800><c> for</c><00:00:21.800><c> so</c><00:00:22.119><c> effective</c><00:00:22.600><c> Public</c><00:00:23.599><c> Funding</c>

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so for so effective Public Funding
 

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so for so effective Public Funding
anyone<00:00:25.720><c> who</c><00:00:25.880><c> is</c><00:00:26.039><c> gaining</c><00:00:26.599><c> some</c><00:00:26.840><c> grants</c><00:00:27.519><c> from</c>

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anyone who is gaining some grants from
 

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anyone who is gaining some grants from
communities<00:00:28.439><c> or</c><00:00:28.760><c> dos</c><00:00:29.640><c> anyone</c>

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communities or dos anyone
 

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communities or dos anyone
great<00:00:32.399><c> and</c><00:00:32.599><c> then</c><00:00:33.040><c> who</c><00:00:33.239><c> is</c><00:00:33.559><c> managing</c><00:00:34.239><c> Grant</c>

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great and then who is managing Grant
 

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great and then who is managing Grant
programs<00:00:37.480><c> it's</c><00:00:37.719><c> great</c><00:00:38.320><c> you</c><00:00:38.520><c> are</c><00:00:38.840><c> definitely</c>

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programs it's great you are definitely
 

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programs it's great you are definitely
public<00:00:40.559><c> Builders</c><00:00:41.239><c> public</c><00:00:41.800><c> contributors</c><00:00:42.800><c> and</c>

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public Builders public contributors and
 

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public Builders public contributors and
then<00:00:43.480><c> so</c><00:00:43.680><c> my</c><00:00:43.879><c> talk</c><00:00:44.160><c> is</c><00:00:44.399><c> useful</c><00:00:45.239><c> for</c><00:00:46.239><c> um</c><00:00:47.160><c> who</c>

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then so my talk is useful for um who
 

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then so my talk is useful for um who
grants<00:00:48.640><c> so</c><00:00:49.039><c> to</c><00:00:49.399><c> to</c><00:00:49.559><c> manage</c><00:00:49.920><c> grants</c><00:00:50.280><c> program</c><00:00:50.719><c> in</c>

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grants so to to manage grants program in
 

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grants so to to manage grants program in
the

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future

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future
 

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future
introductions<00:00:57.000><c> so</c><00:00:57.359><c> the</c><00:00:57.600><c> purpose</c><00:00:58.039><c> of</c><00:00:58.800><c> so</c><00:00:59.239><c> my</c>

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introductions so the purpose of so my
 

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introductions so the purpose of so my
research<00:01:00.359><c> is</c><00:01:00.559><c> to</c><00:01:01.120><c> achieve</c><00:01:02.079><c> better</c><00:01:02.440><c> Grant</c>

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research is to achieve better Grant
 

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research is to achieve better Grant
programs<00:01:03.840><c> I</c><00:01:03.920><c> mean</c><00:01:04.320><c> better</c><00:01:04.640><c> grants</c><00:01:05.040><c> program</c><00:01:05.560><c> is</c>

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programs I mean better grants program is
 

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programs I mean better grants program is
a<00:01:06.240><c> more</c><00:01:07.000><c> effective</c><00:01:08.000><c> more</c><00:01:08.320><c> fair</c><00:01:08.960><c> programs</c><00:01:09.960><c> and</c>

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a more effective more fair programs and
 

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a more effective more fair programs and
um<00:01:10.759><c> I'd</c><00:01:10.960><c> like</c><00:01:11.200><c> to</c><00:01:11.600><c> discover</c><00:01:11.880><c> the</c><00:01:12.240><c> difference</c>

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um I'd like to discover the difference
 

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um I'd like to discover the difference
um<00:01:13.479><c> among</c><00:01:13.960><c> various</c><00:01:14.439><c> gr</c><00:01:14.759><c> programs</c><00:01:15.759><c> by</c><00:01:16.080><c> cross</c>

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um among various gr programs by cross
 

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um among various gr programs by cross
comparing<00:01:17.720><c> so</c><00:01:18.360><c> so</c><00:01:18.600><c> like</c><00:01:18.759><c> I</c><00:01:18.920><c> know</c><00:01:19.320><c> so</c><00:01:20.240><c> gr</c>

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comparing so so like I know so gr
 

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comparing so so like I know so gr
program<00:01:21.079><c> leader</c><00:01:21.840><c> so</c><00:01:22.159><c> you</c><00:01:22.280><c> know</c><00:01:23.119><c> and</c><00:01:23.280><c> then</c>

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program leader so you know and then
 

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program leader so you know and then
especially<00:01:24.439><c> so</c><00:01:24.720><c> we</c><00:01:24.840><c> are</c><00:01:25.479><c> we</c><00:01:25.600><c> are</c><00:01:25.759><c> focusing</c><00:01:26.240><c> on</c>

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especially so we are we are focusing on
 

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especially so we are we are focusing on
so<00:01:27.680><c> different</c><00:01:28.119><c> type</c><00:01:28.400><c> of</c><00:01:28.880><c> decision</c><00:01:29.280><c> making</c>

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so different type of decision making
 

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so different type of decision making
bodies

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yeah<00:01:33.920><c> here</c><00:01:34.079><c> is</c><00:01:34.240><c> the</c><00:01:34.840><c> um</c><00:01:35.799><c> so</c><00:01:36.320><c> our</c><00:01:36.720><c> Target</c><00:01:37.119><c> grant</c>

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yeah here is the um so our Target grant
 

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yeah here is the um so our Target grant
program<00:01:38.520><c> so</c><00:01:39.280><c> and</c><00:01:39.520><c> then</c><00:01:40.520><c> today</c><00:01:41.360><c> so</c><00:01:41.600><c> there</c><00:01:41.680><c> are</c>

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program so and then today so there are
 

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program so and then today so there are
many<00:01:42.320><c> projects</c><00:01:43.000><c> contributing</c><00:01:43.640><c> to</c><00:01:43.960><c> Public</c>

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many projects contributing to Public
 

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many projects contributing to Public
Funding<00:01:44.960><c> or</c><00:01:45.280><c> Grant</c>

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Funding or Grant
 

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Funding or Grant
programs<00:01:47.880><c> we</c><00:01:48.079><c> can</c><00:01:48.560><c> we</c><00:01:48.680><c> can</c><00:01:48.920><c> categorize</c><00:01:49.920><c> Grant</c>

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programs we can we can categorize Grant
 

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programs we can we can categorize Grant
programs<00:01:51.360><c> into</c><00:01:52.360><c> three</c><00:01:52.960><c> types</c><00:01:53.960><c> Foundation</c>

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programs into three types Foundation
 

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programs into three types Foundation
type<00:01:55.119><c> Democratic</c><00:01:55.719><c> type</c><00:01:56.240><c> and</c><00:01:56.560><c> quadratic</c>

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type Democratic type and quadratic
 

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type Democratic type and quadratic
funding<00:01:58.000><c> type</c><00:01:59.000><c> I</c><00:01:59.119><c> mean</c><00:01:59.320><c> Foundation</c><00:02:00.000><c> type</c><00:02:00.280><c> is</c>

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funding type I mean Foundation type is
 

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funding type I mean Foundation type is
uh<00:02:01.280><c> so</c><00:02:01.880><c> F</c><00:02:02.399><c> types</c><00:02:02.719><c> member</c><00:02:03.200><c> are</c><00:02:04.200><c> arbitr</c><00:02:05.200><c> selected</c>

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uh so F types member are arbitr selected
 

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uh so F types member are arbitr selected
or<00:02:07.399><c> um</c><00:02:08.399><c> yeah</c><00:02:08.599><c> or</c><00:02:09.520><c> sorry</c><00:02:10.360><c> excuse</c><00:02:10.679><c> me</c><00:02:10.840><c> and</c><00:02:11.000><c> then</c>

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or um yeah or sorry excuse me and then
 

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or um yeah or sorry excuse me and then
so<00:02:11.599><c> arbitrary</c><00:02:12.360><c> selected</c><00:02:13.360><c> or</c><00:02:14.080><c> accepted</c><00:02:14.720><c> by</c>

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so arbitrary selected or accepted by
 

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so arbitrary selected or accepted by
token<00:02:15.319><c> holders</c><00:02:15.879><c> toen</c><00:02:16.519><c> Bing</c><00:02:17.519><c> I</c><00:02:17.640><c> mean</c>

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token holders toen Bing I mean
 

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token holders toen Bing I mean
Democratic<00:02:18.400><c> type</c><00:02:18.879><c> members</c><00:02:19.879><c> are</c><00:02:20.879><c> basically</c><00:02:21.840><c> so</c>

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Democratic type members are basically so
 

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Democratic type members are basically so
toen<00:02:22.440><c> holders</c><00:02:23.239><c> including</c>

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toen holders including
 

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toen holders including
delegates<00:02:25.800><c> or</c><00:02:26.440><c> so</c><00:02:26.720><c> elected</c><00:02:27.280><c> by</c><00:02:27.480><c> token</c><00:02:27.800><c> holders</c>

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delegates or so elected by token holders
 

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delegates or so elected by token holders
token<00:02:28.640><c> voting</c><00:02:30.040><c> quadratic</c><00:02:30.480><c> funding</c><00:02:30.879><c> type</c><00:02:31.319><c> is</c>

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token voting quadratic funding type is
 

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token voting quadratic funding type is
using<00:02:32.680><c> basically</c><00:02:33.680><c> quadratic</c>

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funding<00:02:37.879><c> so</c><00:02:38.040><c> results</c><00:02:38.440><c> of</c><00:02:38.640><c> our</c><00:02:38.959><c> research</c><00:02:39.840><c> and</c>

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funding so results of our research and
 

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funding so results of our research and
Analysis<00:02:42.040><c> yeah</c><00:02:42.920><c> here</c><00:02:43.040><c> is</c><00:02:43.200><c> a</c><00:02:43.920><c> um</c><00:02:44.840><c> grants</c>

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Analysis yeah here is a um grants
 

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Analysis yeah here is a um grants
normaliz<00:02:46.200><c> normalized</c><00:02:46.760><c> Grant</c><00:02:47.040><c> amount</c><00:02:47.480><c> data</c><00:02:48.000><c> so</c>

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normaliz normalized Grant amount data so
 

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normaliz normalized Grant amount data so
over<00:02:48.560><c> each</c><00:02:48.800><c> round</c><00:02:49.280><c> in</c><00:02:49.480><c> Grant</c><00:02:50.040><c> in</c><00:02:50.400><c> various</c>

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over each round in Grant in various
 

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over each round in Grant in various
Grant

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programs<00:02:54.480><c> you</c><00:02:54.599><c> can</c><00:02:54.800><c> see</c><00:02:55.760><c> so</c><00:02:56.080><c> Foundation</c><00:02:56.599><c> type</c>

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programs you can see so Foundation type
 

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programs you can see so Foundation type
so<00:02:57.640><c> has</c><00:02:58.159><c> a</c><00:02:59.159><c> so</c><00:02:59.840><c> larger</c><00:03:00.640><c> larger</c><00:03:01.000><c> gr</c><00:03:01.360><c> amount</c><00:03:02.280><c> and</c>

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so has a so larger larger gr amount and
 

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so has a so larger larger gr amount and
larger

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larger
 

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larger
variations<00:03:05.200><c> I</c><00:03:05.319><c> mean</c><00:03:05.840><c> so</c><00:03:06.120><c> variation</c><00:03:06.599><c> is</c><00:03:06.720><c> a</c><00:03:07.480><c> so</c>

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variations I mean so variation is a so
 

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variations I mean so variation is a so
difference<00:03:09.920><c> so</c><00:03:10.640><c> difference</c><00:03:11.120><c> between</c><00:03:12.040><c> So</c><00:03:12.440><c> Max</c>

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difference so difference between So Max
 

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difference so difference between So Max
Grant<00:03:13.159><c> amount</c><00:03:13.760><c> and</c><00:03:14.400><c> minimum</c><00:03:14.840><c> Grant</c>

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Grant amount and minimum Grant
 

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Grant amount and minimum Grant
amount<00:03:16.720><c> so</c><00:03:16.959><c> on</c><00:03:17.080><c> the</c><00:03:17.200><c> other</c><00:03:17.400><c> hand</c><00:03:17.840><c> Democratic</c>

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amount so on the other hand Democratic
 

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amount so on the other hand Democratic
type<00:03:18.720><c> and</c><00:03:18.920><c> quadratic</c><00:03:19.360><c> funding</c><00:03:19.799><c> type</c><00:03:20.319><c> has</c><00:03:20.480><c> a</c>

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type and quadratic funding type has a
 

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type and quadratic funding type has a
smaller<00:03:22.080><c> variation</c><00:03:23.080><c> and</c><00:03:23.200><c> then</c><00:03:23.400><c> smaller</c><00:03:23.840><c> gr</c>

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smaller variation and then smaller gr
 

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smaller variation and then smaller gr
amount<00:03:27.000><c> yeah</c><00:03:27.680><c> clearly</c><00:03:28.680><c> you</c><00:03:28.840><c> can</c><00:03:29.000><c> see</c><00:03:29.319><c> the</c><00:03:29.959><c> so</c>

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amount yeah clearly you can see the so
 

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amount yeah clearly you can see the so
Foundation<00:03:30.720><c> type</c><00:03:30.959><c> has</c><00:03:31.120><c> a</c><00:03:31.640><c> so</c><00:03:31.920><c> larger</c><00:03:32.920><c> larger</c>

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Foundation type has a so larger larger
 

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Foundation type has a so larger larger
variation<00:03:34.000><c> and</c><00:03:34.200><c> then</c><00:03:34.840><c> so</c><00:03:35.280><c> Democratic</c><00:03:35.799><c> type</c>

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variation and then so Democratic type
 

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variation and then so Democratic type
and<00:03:36.120><c> quadratic</c><00:03:36.519><c> funing</c><00:03:36.879><c> type</c><00:03:37.120><c> has</c><00:03:37.239><c> a</c><00:03:37.799><c> smaller</c>

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variation<00:03:43.200><c> so</c><00:03:43.640><c> as</c><00:03:43.920><c> our</c>

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variation so as our
 

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variation so as our
hypothesis<00:03:46.680><c> Grant</c><00:03:47.080><c> amount</c><00:03:47.519><c> depends</c><00:03:47.840><c> on</c><00:03:48.280><c> uh</c>

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hypothesis Grant amount depends on uh
 

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hypothesis Grant amount depends on uh
the<00:03:48.840><c> grant</c><00:03:49.159><c> operation</c>

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the grant operation
 

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the grant operation
types<00:03:51.879><c> so</c><00:03:52.840><c> Democratic</c><00:03:53.439><c> type</c><00:03:53.680><c> and</c><00:03:53.920><c> qualic</c>

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types so Democratic type and qualic
 

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types so Democratic type and qualic
funding<00:03:54.799><c> type</c><00:03:55.400><c> tend</c><00:03:55.760><c> to</c><00:03:56.040><c> distribute</c><00:03:57.239><c> funds</c><00:03:58.239><c> so</c>

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funding type tend to distribute funds so
 

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funding type tend to distribute funds so
more<00:03:59.079><c> evenly</c>

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more evenly
 

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more evenly
and<00:04:00.799><c> with</c>

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and with
 

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and with
a<00:04:02.599><c> small</c><00:04:03.120><c> gr</c><00:04:03.560><c> M</c><00:04:04.200><c> Small</c><00:04:04.720><c> variation</c><00:04:05.480><c> and</c>

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a small gr M Small variation and
 

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a small gr M Small variation and
then<00:04:07.200><c> larer</c>

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then larer
 

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then larer
Gres<00:04:09.760><c> on</c><00:04:09.920><c> the</c><00:04:10.040><c> other</c><00:04:10.280><c> hand</c><00:04:10.879><c> Foundation</c><00:04:11.439><c> type</c>

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Gres on the other hand Foundation type
 

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Gres on the other hand Foundation type
um<00:04:13.200><c> Foundation</c><00:04:13.640><c> type</c><00:04:13.920><c> tends</c><00:04:14.239><c> to</c><00:04:14.640><c> distribute</c>

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um Foundation type tends to distribute
 

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um Foundation type tends to distribute
funds<00:04:16.320><c> so</c><00:04:17.239><c> with</c><00:04:18.000><c> so</c><00:04:18.400><c> larger</c><00:04:19.320><c> larger</c><00:04:19.880><c> gr</c><00:04:20.280><c> amount</c>

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funds so with so larger larger gr amount
 

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funds so with so larger larger gr amount
and<00:04:20.759><c> then</c><00:04:20.919><c> larger</c><00:04:21.479><c> variation</c><00:04:22.479><c> and</c><00:04:23.199><c> fewer</c>

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Gres<00:04:26.880><c> so</c><00:04:27.639><c> I</c><00:04:28.000><c> think</c><00:04:29.000><c> Foundation</c><00:04:29.479><c> type</c><00:04:29.840><c> has</c><00:04:30.080><c> a</c><00:04:30.880><c> so</c>

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Gres so I think Foundation type has a so
 

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Gres so I think Foundation type has a so
a<00:04:31.360><c> kind</c><00:04:31.560><c> of</c>

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a kind of
 

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a kind of
bias<00:04:33.680><c> I</c><00:04:33.919><c> mean</c><00:04:34.960><c> yeah</c><00:04:35.960><c> I</c><00:04:36.039><c> mean</c><00:04:36.280><c> bias</c><00:04:36.720><c> is</c><00:04:36.960><c> a</c>

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bias I mean yeah I mean bias is a
 

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bias I mean yeah I mean bias is a
so<00:04:39.479><c> so</c><00:04:40.039><c> different</c><00:04:40.520><c> values</c><00:04:41.199><c> in</c><00:04:41.400><c> gr</c>

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so so different values in gr
 

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so so different values in gr
programs<00:04:44.360><c> you</c>

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programs you
 

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programs you
think<00:04:46.120><c> so</c><00:04:46.440><c> you</c><00:04:46.600><c> think</c><00:04:47.039><c> the</c><00:04:47.240><c> this</c><00:04:47.440><c> bias</c><00:04:47.800><c> is</c><00:04:47.919><c> a</c>

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think so you think the this bias is a
 

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think so you think the this bias is a
negative<00:04:48.720><c> factor</c><00:04:49.400><c> in</c><00:04:49.600><c> term</c><00:04:49.919><c> of</c><00:04:50.400><c> fairness</c><00:04:51.400><c> or</c>

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negative factor in term of fairness or
 

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negative factor in term of fairness or
palities<00:04:54.720><c> however</c><00:04:55.720><c> I</c><00:04:55.840><c> think</c><00:04:56.280><c> this</c><00:04:56.520><c> bias</c><00:04:57.400><c> is</c><00:04:58.400><c> so</c>

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palities however I think this bias is so
 

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palities however I think this bias is so
useful<00:04:59.400><c> or</c><00:04:59.800><c> effective</c><00:05:00.199><c> Public</c>

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useful or effective Public
 

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useful or effective Public
Funding<00:05:02.400><c> so</c><00:05:03.039><c> you</c><00:05:03.280><c> you</c><00:05:03.479><c> think</c><00:05:04.240><c> so</c><00:05:04.960><c> my</c><00:05:05.120><c> saying</c><00:05:05.479><c> is</c>

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Funding so you you think so my saying is
 

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Funding so you you think so my saying is
there<00:05:06.240><c> so</c><00:05:06.840><c> a</c><00:05:07.080><c> kind</c><00:05:07.240><c> of</c><00:05:07.400><c> a</c>

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paradox<00:05:12.560><c> so</c><00:05:12.880><c> this</c><00:05:13.320><c> bias</c><00:05:13.840><c> by</c><00:05:14.080><c> Foundation</c><00:05:14.600><c> type</c>

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paradox so this bias by Foundation type
 

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paradox so this bias by Foundation type
so<00:05:16.320><c> can</c><00:05:17.000><c> I</c><00:05:17.080><c> think</c><00:05:17.600><c> uh</c><00:05:17.960><c> can</c><00:05:18.960><c> complement</c>

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so can I think uh can complement
 

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so can I think uh can complement
Democratic<00:05:20.720><c> approaches</c><00:05:21.720><c> so</c><00:05:22.199><c> I</c><00:05:22.280><c> mean</c>

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Democratic approaches so I mean
 

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Democratic approaches so I mean
Democratic<00:05:23.000><c> approach</c><00:05:23.360><c> is</c><00:05:23.520><c> a</c><00:05:24.039><c> democratic</c><00:05:24.560><c> type</c>

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Democratic approach is a democratic type
 

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Democratic approach is a democratic type
and<00:05:25.160><c> quartic</c><00:05:25.600><c> funding</c>

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and quartic funding
 

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and quartic funding
type<00:05:28.280><c> I</c><00:05:28.400><c> think</c>

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type I think
 

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type I think
so<00:05:31.759><c> so</c><00:05:32.160><c> this</c>

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so so this
 

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so so this
so<00:05:34.400><c> um</c><00:05:34.840><c> a</c><00:05:35.039><c> lot</c><00:05:35.240><c> of</c><00:05:35.919><c> a</c><00:05:36.080><c> lot</c><00:05:36.240><c> of</c><00:05:36.680><c> different</c><00:05:37.680><c> biases</c>

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so um a lot of a lot of different biases
 

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so um a lot of a lot of different biases
so<00:05:39.560><c> uh</c><00:05:40.000><c> generating</c><00:05:41.000><c> more</c><00:05:41.600><c> more</c><00:05:42.080><c> different</c>

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so uh generating more more different
 

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so uh generating more more different
values<00:05:43.720><c> more</c><00:05:44.039><c> different</c><00:05:44.400><c> values</c><00:05:45.280><c> can</c>

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values more different values can
 

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values more different values can
distribute<00:05:47.199><c> distribute</c><00:05:47.880><c> funds</c><00:05:48.800><c> to</c><00:05:49.440><c> more</c>

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distribute distribute funds to more
 

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distribute distribute funds to more
different<00:05:51.080><c> public</c><00:05:51.560><c> GS</c><00:05:52.560><c> I</c><00:05:52.720><c> think</c>

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different public GS I think
 

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different public GS I think
okay<00:05:55.319><c> and</c><00:05:55.520><c> in</c><00:05:55.639><c> the</c><00:05:55.840><c> past</c><00:05:56.240><c> whole</c><00:05:56.520><c> clima</c><00:05:56.919><c> and</c>

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okay and in the past whole clima and
 

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okay and in the past whole clima and
adour<00:05:57.919><c> so</c><00:05:58.400><c> set</c><00:05:58.880><c> a</c><00:05:59.639><c> so</c><00:06:00.440><c> rationality</c>

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adour so set a so rationality
 

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adour so set a so rationality
rationality<00:06:02.080><c> is</c><00:06:02.400><c> uh</c>

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rationality is uh
 

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rationality is uh
so<00:06:04.800><c> rational</c><00:06:05.400><c> originally</c><00:06:05.960><c> so</c><00:06:06.160><c> rationality</c><00:06:06.800><c> is</c>

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so rational originally so rationality is
 

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so rational originally so rationality is
improving<00:06:09.440><c> improving</c><00:06:09.919><c> Society</c><00:06:10.440><c> systems</c><00:06:11.440><c> but</c>

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improving improving Society systems but
 

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improving improving Society systems but
so<00:06:12.560><c> um</c><00:06:12.759><c> this</c><00:06:13.039><c> rationality</c><00:06:13.680><c> is</c><00:06:13.880><c> a</c><00:06:14.360><c> so</c><00:06:14.560><c> leading</c>

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so um this rationality is a so leading
 

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so um this rationality is a so leading
to<00:06:16.039><c> Lost</c>

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to Lost
 

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to Lost
Humanities<00:06:18.160><c> I</c><00:06:18.280><c> think</c><00:06:18.680><c> uh</c><00:06:19.560><c> so</c><00:06:20.120><c> this</c><00:06:20.240><c> is</c><00:06:20.440><c> a</c><00:06:20.720><c> so</c><00:06:20.919><c> a</c>

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Humanities I think uh so this is a so a
 

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Humanities I think uh so this is a so a
kind<00:06:21.240><c> of</c>

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kind of
 

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kind of
paradox<00:06:23.240><c> I</c>

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paradox I
 

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paradox I
think<00:06:25.120><c> so</c><00:06:25.400><c> Democratic</c><00:06:26.120><c> Democratic</c><00:06:26.800><c> approach</c>

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think so Democratic Democratic approach
 

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think so Democratic Democratic approach
is<00:06:27.560><c> a</c><00:06:27.960><c> a</c><00:06:28.160><c> kind</c><00:06:28.400><c> of</c><00:06:29.240><c> so</c><00:06:29.919><c> rationalities</c><00:06:30.400><c> I</c><00:06:31.680><c> think</c>

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is a a kind of so rationalities I think
 

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is a a kind of so rationalities I think
so<00:06:33.400><c> we</c><00:06:33.520><c> should</c><00:06:33.800><c> have</c><00:06:34.039><c> a</c><00:06:35.000><c> so</c><00:06:35.280><c> different</c>

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so we should have a so different
 

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so we should have a so different
approach<00:06:36.240><c> who</c><00:06:36.560><c> effective</c><00:06:36.960><c> Public</c>

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approach who effective Public
 

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approach who effective Public
Funding<00:06:39.199><c> so</c><00:06:39.479><c> not</c><00:06:39.720><c> only</c><00:06:40.039><c> quic</c><00:06:40.479><c> funding</c><00:06:40.919><c> or</c>

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Funding so not only quic funding or
 

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Funding so not only quic funding or
so<00:06:43.360><c> so</c><00:06:43.560><c> using</c>

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so so using
 

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so so using
DS<00:06:46.800><c> so</c><00:06:47.080><c> you</c><00:06:47.199><c> can</c><00:06:47.360><c> see</c><00:06:47.720><c> the</c><00:06:48.080><c> so</c><00:06:48.680><c> my</c><00:06:48.919><c> using</c>

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DS so you can see the so my using
 

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DS so you can see the so my using
database<00:06:50.120><c> scan</c><00:06:50.520><c> here</c><00:06:50.800><c> and</c><00:06:51.800><c> scan</c><00:06:52.199><c> it</c><00:06:52.520><c> and</c><00:06:52.720><c> then</c>

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database scan here and scan it and then
 

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database scan here and scan it and then
yeah<00:06:54.280><c> please</c><00:06:54.479><c> join</c><00:06:54.720><c> us</c><00:06:55.080><c> thank</c>

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you<00:06:58.440><c> thank</c><00:06:58.639><c> you</c><00:06:58.919><c> so</c><00:06:59.160><c> much</c><00:07:00.000><c> yeah</c><00:07:00.319><c> we</c><00:07:00.720><c> received</c>

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you thank you so much yeah we received
 

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you thank you so much yeah we received
many<00:07:01.479><c> great</c><00:07:01.840><c> questions</c><00:07:02.560><c> during</c><00:07:02.919><c> your</c><00:07:03.199><c> talk</c><00:07:03.919><c> so</c>

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many great questions during your talk so
 

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many great questions during your talk so
let's<00:07:04.360><c> start</c><00:07:04.599><c> with</c><00:07:04.879><c> the</c><00:07:05.000><c> most</c><00:07:05.319><c> upvoted</c><00:07:06.039><c> one</c>

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let's start with the most upvoted one
 

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let's start with the most upvoted one
did<00:07:06.879><c> you</c><00:07:07.120><c> have</c><00:07:07.400><c> any</c><00:07:07.759><c> findings</c><00:07:08.280><c> on</c><00:07:08.599><c> cost</c><00:07:08.879><c> of</c>

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did you have any findings on cost of
 

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did you have any findings on cost of
running<00:07:09.520><c> grants</c><00:07:10.240><c> for</c><00:07:10.400><c> example</c><00:07:10.800><c> internal</c><00:07:11.280><c> hit</c>

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running grants for example internal hit
 

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running grants for example internal hit
count<00:07:11.919><c> Partnerships</c><00:07:12.520><c> tooling</c><00:07:13.319><c> by</c><00:07:13.680><c> type</c><00:07:13.960><c> of</c>

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Grants<00:07:17.479><c> yeah</c><00:07:18.000><c> so</c><00:07:18.479><c> actually</c><00:07:18.960><c> so</c><00:07:19.720><c> so</c><00:07:20.160><c> this</c><00:07:20.879><c> so</c><00:07:21.160><c> in</c>

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Grants yeah so actually so so this so in
 

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Grants yeah so actually so so this so in
this

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this
 

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this
so<00:07:23.680><c> yeah</c><00:07:24.000><c> so</c><00:07:24.240><c> like</c><00:07:24.560><c> running</c><00:07:25.080><c> running</c><00:07:25.560><c> GRS</c>

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so yeah so like running running GRS
 

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so yeah so like running running GRS
internal<00:07:26.840><c> head</c><00:07:27.160><c> count</c><00:07:27.879><c> so</c><00:07:28.800><c> yeah</c><00:07:28.960><c> and</c><00:07:29.080><c> then</c><00:07:29.319><c> so</c>

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internal head count so yeah and then so
 

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internal head count so yeah and then so
so<00:07:29.879><c> actually</c><00:07:30.800><c> so</c><00:07:31.800><c> I</c><00:07:31.960><c> I</c><00:07:32.080><c> don't</c><00:07:32.319><c> focusing</c><00:07:32.800><c> on</c><00:07:33.680><c> so</c>

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so actually so I I don't focusing on so
 

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so actually so I I don't focusing on so
so<00:07:34.960><c> these</c><00:07:35.240><c> topics</c><00:07:36.080><c> so</c><00:07:37.080><c> my</c><00:07:37.319><c> so</c><00:07:37.560><c> especially</c><00:07:37.919><c> so</c>

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so these topics so my so especially so
 

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so these topics so my so especially so
I'm<00:07:38.280><c> focusing</c><00:07:38.720><c> on</c><00:07:39.479><c> so</c><00:07:40.120><c> decision</c><00:07:40.520><c> making</c>

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I'm focusing on so decision making
 

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I'm focusing on so decision making
bodies<00:07:42.360><c> yeah</c><00:07:43.000><c> and</c><00:07:43.120><c> then</c><00:07:43.280><c> so</c><00:07:44.080><c> from</c><00:07:44.440><c> now</c><00:07:44.639><c> on</c><00:07:44.840><c> so</c>

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bodies yeah and then so from now on so
 

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bodies yeah and then so from now on so
we<00:07:45.319><c> have</c><00:07:45.560><c> to</c><00:07:46.199><c> analyze</c><00:07:46.879><c> more</c><00:07:47.120><c> deeply</c><00:07:47.960><c> so</c>

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we have to analyze more deeply so
 

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we have to analyze more deeply so
including<00:07:48.919><c> so</c><00:07:49.560><c> these</c>

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including so these
 

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including so these
topics<00:07:51.479><c> yeah</c><00:07:52.479><c> okay</c><00:07:52.720><c> thank</c><00:07:52.879><c> you</c><00:07:52.960><c> so</c><00:07:53.120><c> much</c>

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topics yeah okay thank you so much
 

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topics yeah okay thank you so much
Shenia<00:07:53.800><c> unfortunately</c><00:07:54.520><c> we</c><00:07:54.639><c> are</c><00:07:54.840><c> out</c><00:07:55.000><c> of</c><00:07:55.319><c> time</c>

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Shenia unfortunately we are out of time
 

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Shenia unfortunately we are out of time
so<00:07:56.199><c> I</c><00:07:56.280><c> see</c><00:07:56.639><c> many</c><00:07:56.960><c> questions</c><00:07:57.319><c> on</c><00:07:57.479><c> the</c><00:07:57.599><c> Mia</c><00:07:57.919><c> Cat</c>

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so I see many questions on the Mia Cat
 

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so I see many questions on the Mia Cat
app<00:07:58.360><c> so</c><00:07:58.560><c> if</c><00:07:58.639><c> you</c><00:07:58.759><c> would</c><00:07:58.879><c> like</c><00:07:59.039><c> to</c><00:07:59.120><c> speak</c><00:07:59.319><c> with</c>

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app so if you would like to speak with
 

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app so if you would like to speak with
with<00:07:59.680><c> him</c><00:07:59.840><c> after</c><00:08:00.159><c> this</c><00:08:00.560><c> please</c><00:08:00.759><c> feel</c><00:08:00.960><c> free</c><00:08:01.159><c> to</c>

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with him after this please feel free to
 

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with him after this please feel free to
look<00:08:01.440><c> for</c><00:08:01.639><c> him</c><00:08:01.840><c> nearby</c><00:08:02.319><c> the</c><00:08:02.560><c> stage</c><00:08:03.440><c> and</c><00:08:03.879><c> I'll</c>

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look for him nearby the stage and I'll
 

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look for him nearby the stage and I'll
let's<00:08:04.440><c> put</c><00:08:04.560><c> our</c><00:08:04.720><c> hands</c><00:08:05.080><c> together</c><00:08:05.400><c> for</c><00:08:05.680><c> Shenia</c>

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let's put our hands together for Shenia
 

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let's put our hands together for Shenia
[Applause]