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place to do it and also simultaneously

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<font color="#E5E5E5">next door in the</font><font color="#CCCCCC"> lamar room at midnight</font>

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is a screening of dark web produced

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directed by alex winter<font color="#E5E5E5"> about the</font><font color="#CCCCCC"> Silk</font>

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<font color="#CCCCCC">Road case</font><font color="#E5E5E5"> but right now i'm going to</font>

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introduce<font color="#CCCCCC"> alyssa chevensky</font><font color="#E5E5E5"> AKA lady boss</font>

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who<font color="#CCCCCC"> was going to be a talk doing a talk</font>

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about censorship social media and the

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presidential election<font color="#CCCCCC"> very topical so</font>

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take it away<font color="#CCCCCC"> lady boss</font>

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thank you thank you so much and thank

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you all for coming

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<font color="#E5E5E5">I'm really glad</font><font color="#CCCCCC"> that</font><font color="#E5E5E5"> were discussing</font>

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this this is such an important topic

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<font color="#E5E5E5">increasingly so with each election so</font>

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<font color="#CCCCCC">I'm really glad for us to talk about it</font>

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here at Hope where we can be<font color="#E5E5E5"> uh how do I</font>

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say<font color="#E5E5E5"> we can be very honest</font><font color="#CCCCCC"> i posted a</font>

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tweet that<font color="#CCCCCC"> I might destroy</font><font color="#E5E5E5"> like all my</font>

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future<font color="#E5E5E5"> likely job prospects in this one</font>

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<font color="#CCCCCC">talk so I'm glad that</font><font color="#E5E5E5"> you're here to be</font>

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here with me for this<font color="#CCCCCC"> as</font><font color="#E5E5E5"> I complain</font>

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<font color="#E5E5E5">about pretty much all the major</font>

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political and technological

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<font color="#CCCCCC">organizations</font><font color="#E5E5E5"> any bias in this talk is</font>

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brought to you by me

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<font color="#E5E5E5">that's my hashtag and my handle on</font>

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<font color="#CCCCCC">Twitter</font><font color="#E5E5E5"> some disclosures</font><font color="#CCCCCC"> I was formerly</font>

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on<font color="#CCCCCC"> Rand Paul's</font><font color="#E5E5E5"> tech</font><font color="#CCCCCC"> Advisory Council I'm</font>

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talking<font color="#E5E5E5"> to folks who</font><font color="#CCCCCC"> ya Dona folks who</font>

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worked for both Clinton and Trump<font color="#CCCCCC"> I'm</font>

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very strongly pro-clinton but just you

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would not be able to tell this from this

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talk because<font color="#CCCCCC"> I'm pretty upset about the</font>

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bias in her<font color="#E5E5E5"> favor</font>

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we accept political endorsements by the

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press<font color="#CCCCCC"> we're</font><font color="#E5E5E5"> used to that it's fine</font>

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<font color="#E5E5E5">or if it's not fine we're certainly used</font>

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to it<font color="#CCCCCC"> and one</font><font color="#E5E5E5"> thing that is really nice</font>

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is they disclose their bias the<font color="#E5E5E5"> post</font>

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officially endorses<font color="#E5E5E5"> Donald Trump</font><font color="#CCCCCC"> they</font>

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declare and<font color="#CCCCCC"> the Daily News explains why</font>

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they choose<font color="#CCCCCC"> Hillary</font><font color="#E5E5E5"> hill</font><font color="#CCCCCC"> over burning</font>

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and we see<font color="#E5E5E5"> opposites that reflect this</font>

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there's<font color="#E5E5E5"> no pretense of neutrality</font>

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<font color="#CCCCCC">there's the understanding that there's</font>

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editorship<font color="#CCCCCC"> and</font>

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duration<font color="#E5E5E5"> but social media is supposed to</font>

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be neutral

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it's this beautiful fantasy that we've

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created our<font color="#E5E5E5"> Facebook pages and indeed of</font>

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the<font color="#CCCCCC"> company's support this</font>

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<font color="#CCCCCC">facebook has officially denied that it</font>

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would ever try to influence the election

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<font color="#E5E5E5">they haven't denied that they ever would</font>

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influence the election

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<font color="#E5E5E5">they've denied that they would try not</font>

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that they would succeed<font color="#E5E5E5"> so tell us more</font>

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about this neutrality<font color="#CCCCCC"> Mark Zuckerberg</font>

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<font color="#CCCCCC">well we have guidelines</font><font color="#E5E5E5"> they have</font>

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guidelines<font color="#E5E5E5"> so it's fine we have rigorous</font>

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guidelines that do not permit the

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<font color="#E5E5E5">prioritisation of one viewpoint over</font>

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another<font color="#CCCCCC"> for</font><font color="#E5E5E5"> the suppression of political</font>

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perspectives

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tell me more well we have the trending

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section as you can see Mark Cuban is

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criticizing Donald Trump<font color="#E5E5E5"> the nominee</font>

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says he won't accept<font color="#E5E5E5"> Ted Cruz's</font>

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endorsement<font color="#CCCCCC"> you know it's all about</font>

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what's going on in the<font color="#CCCCCC"> Republican</font><font color="#E5E5E5"> Party</font>

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<font color="#CCCCCC">Nazi salute</font><font color="#E5E5E5"> some of these don't seem</font>

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like the things that are most popular

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but perhaps the things that are most

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interesting to the team of curators<font color="#CCCCCC"> so</font>

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how did they come up with this list of

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what's trending well<font color="#CCCCCC"> Facebook</font><font color="#E5E5E5"> has an</font>

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answer for this<font color="#CCCCCC"> in their handy help</font>

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section trending shows<font color="#CCCCCC"> your topics that</font>

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have recently become popular<font color="#E5E5E5"> the topics</font>

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you've seen are based on factors

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including engagement<font color="#E5E5E5"> timeliness pages</font>

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you've liked<font color="#CCCCCC"> and your location if</font><font color="#E5E5E5"> only</font>

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that were true

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if that were true then perhaps we really

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would have a<font color="#E5E5E5"> neutral ish facebook</font>

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<font color="#E5E5E5">instead what we have are manually</font>

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curated<font color="#E5E5E5"> trends can</font><font color="#CCCCCC"> i get a show of hands</font>

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of folks in this room who's kind of

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familiar with the story of how<font color="#CCCCCC"> Facebook</font>

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was suppressing conservative news or

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allegedly<font color="#E5E5E5"> suppressing conservative news</font>

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<font color="#CCCCCC">ok so that's some of</font><font color="#E5E5E5"> you but not</font>

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everyone<font color="#CCCCCC"> so to bring you all up to speed</font>

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on this trending<font color="#E5E5E5"> section that you see</font>

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here<font color="#CCCCCC"> that's</font><font color="#E5E5E5"> actually</font>

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not algorithmic<font color="#E5E5E5"> that is curated by</font>

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people people like you and me who are

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not employees but<font color="#E5E5E5"> contractors of</font>

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<font color="#E5E5E5">facebook one or more of them complain to</font>

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news<font color="#E5E5E5"> organization about their work</font>

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conditions and a subset of that

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complaint was that conservative news was

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being suppressed that seems possible

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<font color="#CCCCCC">whether</font><font color="#E5E5E5"> or not it's actually true</font><font color="#CCCCCC"> the</font>

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<font color="#CCCCCC">fact does remain that this is human</font>

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curated<font color="#CCCCCC"> there is inherent bias it is not</font>

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what's most popular it's what the

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curation team deems to be worth viewing

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which of course inherently is biased

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this is what<font color="#CCCCCC"> they're too looks</font><font color="#E5E5E5"> like the</font>

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review tool for deciding what goes up or

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down and there's a 28-page document

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that's been released<font color="#CCCCCC"> its an internal</font>

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<font color="#CCCCCC">facebook document and it talks about all</font>

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of their policies and procedures and

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blacklisting<font color="#E5E5E5"> of this topic</font><font color="#CCCCCC"> or that</font><font color="#E5E5E5"> topic</font>

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<font color="#CCCCCC">gizmodo headline we</font><font color="#E5E5E5"> routinely</font><font color="#CCCCCC"> suppressed</font>

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conservative news<font color="#E5E5E5"> depending on who was</font>

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on shift things<font color="#CCCCCC"> would be blacklisted or</font>

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trending<font color="#CCCCCC"> says a former curator that's</font>

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the danger with<font color="#E5E5E5"> curation</font><font color="#CCCCCC"> right like</font>

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<font color="#CCCCCC">there are humans doing it how can it</font>

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possibly be free of bias the company

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does state that<font color="#E5E5E5"> it's neutral but the</font>

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leadership isn't neutral<font color="#E5E5E5"> here's one</font>

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headline<font color="#CCCCCC"> Mark Zuckerberg throw shade at</font>

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<font color="#E5E5E5">Donald Trump</font><font color="#CCCCCC"> during his speech he</font><font color="#E5E5E5"> did</font>

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<font color="#CCCCCC">insight trumped</font><font color="#E5E5E5"> by name but it is it's</font>

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clear his affiliations<font color="#CCCCCC"> lie and it's</font>

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clear where the affiliations of the

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employees<font color="#CCCCCC"> like on the hey they</font><font color="#E5E5E5"> went so</font>

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far as to say in an internal meeting<font color="#CCCCCC"> can</font>

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we prevent<font color="#E5E5E5"> president Trump and they also</font>

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asked are we obligated to which is

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interesting<font color="#E5E5E5"> if you</font><font color="#CCCCCC"> could make sure all</font>

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phones are off please

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<font color="#CCCCCC">it's dark we could have a dance party we</font>

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can do whatever we want<font color="#CCCCCC"> i have this</font>

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stage<font color="#CCCCCC"> I'm biased</font>

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<font color="#E5E5E5">I'll do what I want</font><font color="#CCCCCC"> huh with your</font>

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consent<font color="#CCCCCC"> the right this is hope it should</font>

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be it should be all of us together<font color="#CCCCCC"> one</font>

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ideally<font color="#E5E5E5"> so this was very interesting to</font>

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me that the<font color="#CCCCCC"> facebook</font><font color="#E5E5E5"> employees asked not</font>

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<font color="#E5E5E5">um</font><font color="#CCCCCC"> know what their ethical</font>

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responsibilities were as a company or<font color="#E5E5E5"> is</font>

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a supposedly neutral company but they

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asked if they were obligated to prevent

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one candidate from becoming successful

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and<font color="#E5E5E5"> Mark Zuckerberg said no no we are</font>

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not going to officially<font color="#CCCCCC"> prevent a</font>

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president Trump<font color="#E5E5E5"> but still how much how</font>

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much is the company controlling the

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employees and how much are they able to

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influence in the ways that they feel<font color="#E5E5E5"> are</font>

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ethical<font color="#CCCCCC"> one thing we can say is that the</font>

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company is officially neutral and the

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people inside of it are all over the

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place<font color="#E5E5E5"> board member</font><font color="#CCCCCC"> Peter teal is now</font>

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famously<font color="#E5E5E5"> a delegate for Trump and spoke</font>

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at the RNC<font color="#E5E5E5"> so one thing we can rely on</font>

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<font color="#CCCCCC">within many of these companies is even</font>

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the ones who are leaning heavily in one

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direction or another<font color="#E5E5E5"> it's it's still a</font>

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mixed bag of people it would be<font color="#E5E5E5"> legal if</font>

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<font color="#CCCCCC">Facebook wanted to impact the elections</font>

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<font color="#E5E5E5">the same way it's legal for the New York</font>

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<font color="#E5E5E5">Times or The Washington Post</font><font color="#CCCCCC"> Facebook</font>

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does not have an obligation to

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neutrality it's a business decision that

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<font color="#CCCCCC">they are making that they want to do</font>

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things in this way it is arguably part

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of free speech<font color="#CCCCCC"> they do need to stay</font>

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within campaign finance regulations but

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that is not so difficult to do<font color="#E5E5E5"> according</font>

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<font color="#E5E5E5">to UCLA law professor Eugene Volokh who</font>

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told Gizmodo<font color="#CCCCCC"> facebook has the same First</font>

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<font color="#CCCCCC">Amendment rights</font><font color="#E5E5E5"> as the</font><font color="#CCCCCC"> new york times</font>

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<font color="#E5E5E5">you could argue that Google does not</font>

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have these<font color="#E5E5E5"> rights that</font><font color="#CCCCCC"> google has an</font>

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obligation to provide the most accurate

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<font color="#CCCCCC">or highest quality search results</font><font color="#E5E5E5"> this</font>

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<font color="#E5E5E5">law professor argues that Google does</font>

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not have that obligation<font color="#CCCCCC"> you</font><font color="#E5E5E5"> could argue</font>

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either way<font color="#E5E5E5"> I think either other</font>

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<font color="#CCCCCC">dave is valid I'm not a locks</font><font color="#E5E5E5"> for though</font>

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as for<font color="#CCCCCC"> twitter i don't know</font><font color="#E5E5E5"> is it</font>

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business is<font color="#CCCCCC"> a</font><font color="#E5E5E5"> bias or is it like just a</font>

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<font color="#CCCCCC">shitshow I don't know it's</font><font color="#E5E5E5"> a good</font>

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question<font color="#CCCCCC"> i think</font><font color="#E5E5E5"> about this a lot</font><font color="#CCCCCC"> i</font>

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wonder

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let's look at their curation<font color="#E5E5E5"> so this is</font>

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a sample of the moments that were on

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<font color="#E5E5E5">Twitter today earlier today</font>

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it includes<font color="#E5E5E5"> funniest gifs and memes to</font>

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come from the<font color="#CCCCCC"> RNC Donald Trump</font><font color="#E5E5E5"> is now</font>

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the official<font color="#E5E5E5"> nominee</font><font color="#CCCCCC"> guest RNC but what</font>

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does that mean it seems like whoever

200
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created this was looking for the most

201
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entertaining<font color="#CCCCCC"> not necessarily the most</font>

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newsworthy<font color="#CCCCCC"> or the most tweeted</font><font color="#E5E5E5"> compared</font>

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to this set of moments which is fairly

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dry<font color="#CCCCCC"> i think um</font><font color="#E5E5E5"> but is supposed to be</font>

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what was the<font color="#E5E5E5"> top</font><font color="#CCCCCC"> three</font><font color="#E5E5E5"> tweeted moments</font>

206
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<font color="#CCCCCC">this came from the Twitter government</font>

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<font color="#E5E5E5">account as opposed to the moments</font>

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account<font color="#CCCCCC"> they're both Twitter curated</font>

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accounts and I think<font color="#E5E5E5"> they're interesting</font>

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as examples of<font color="#E5E5E5"> of</font><font color="#CCCCCC"> generation which just</font>

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much like<font color="#E5E5E5"> Facebook Twitter moments is</font>

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curated by people people who have biases

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and the lack of transparency around how

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all of this is<font color="#E5E5E5"> dawn leads to questions</font>

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and<font color="#E5E5E5"> skepticism why I'm not voting for</font>

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hillary was the<font color="#E5E5E5"> number-one trending</font>

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hashtag and then it wasn't<font color="#E5E5E5"> it was</font>

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replaced by another hashtag<font color="#E5E5E5"> Hillary 2016</font>

219
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<font color="#CCCCCC">now it's possible that one</font><font color="#E5E5E5"> hashtag just</font>

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overtook the other but<font color="#CCCCCC"> Twitter's lack of</font>

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transparency<font color="#E5E5E5"> leads to skepticism and</font>

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questions and just a general lack of

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trust and<font color="#CCCCCC"> I wonder whether bands will</font>

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impact the election

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<font color="#E5E5E5">twitter is banning conservatives who in</font>

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some cases<font color="#E5E5E5"> may</font><font color="#CCCCCC"> vary</font><font color="#E5E5E5"> rightfully deserve</font>

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it but nonetheless it could potentially

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impact the election if those folks are

229
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<font color="#E5E5E5">no</font>

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longer tweeting<font color="#E5E5E5"> you could say that's</font>

231
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good<font color="#E5E5E5"> or you could</font><font color="#CCCCCC"> say that's bad but it</font>

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does seem clear that<font color="#CCCCCC"> Twitter's</font><font color="#E5E5E5"> bands are</font>

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more heavily<font color="#E5E5E5"> conservative than in other</font>

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directions<font color="#CCCCCC"> i'm not</font><font color="#E5E5E5"> saying whether that's</font>

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good or bad but<font color="#CCCCCC"> i do think</font><font color="#E5E5E5"> it would</font>

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impact the election<font color="#E5E5E5"> so let's shift gears</font>

237
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a bit and<font color="#E5E5E5"> talk about</font><font color="#CCCCCC"> Google apparently</font>

238
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it wasn't a glitch<font color="#E5E5E5"> when a</font><font color="#CCCCCC"> State</font>

239
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<font color="#CCCCCC">Department video was cut from youtube</font>

240
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<font color="#CCCCCC">this</font><font color="#E5E5E5"> is very interesting</font>

241
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it's very interesting<font color="#E5E5E5"> classified</font><font color="#CCCCCC"> email</font>

242
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<font color="#CCCCCC">suggest</font><font color="#E5E5E5"> that</font><font color="#CCCCCC"> Hillary Clinton worked with</font>

243
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<font color="#CCCCCC">google and youtube to block those videos</font>

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and we do know that<font color="#CCCCCC"> Google and the White</font>

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<font color="#CCCCCC">House are very very friendly or books is</font>

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here and<font color="#CCCCCC"> there are vending this book</font>

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which is an interesting read on the

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topic from<font color="#CCCCCC"> Julian Assange which</font>

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documents his conversations with<font color="#CCCCCC"> eric</font>

250
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<font color="#CCCCCC">schmidt</font><font color="#E5E5E5"> which documents</font><font color="#CCCCCC"> Eric Schmidt's</font>

251
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<font color="#E5E5E5">closeness with the</font><font color="#CCCCCC"> White House eric</font>

252
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<font color="#CCCCCC">schmidt started a start-up</font><font color="#E5E5E5"> which has the</font>

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aim of helping the<font color="#E5E5E5"> Clinton campaign</font>

254
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which actually you know it's like pretty

255
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cool the way that campaigns are becoming

256
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much more technical<font color="#E5E5E5"> but not a lot of</font>

257
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transparency there either

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this is the<font color="#CCCCCC"> webpage for the groundwork</font>

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<font color="#CCCCCC">the</font><font color="#E5E5E5"> startup started by</font><font color="#CCCCCC"> eric schmidt that</font>

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is working closely with the<font color="#E5E5E5"> Clinton</font>

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<font color="#E5E5E5">campaign</font><font color="#CCCCCC"> it's so stealthy the</font><font color="#E5E5E5"> that's all</font>

262
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that's there<font color="#E5E5E5"> that's it that's that's</font>

263
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everything

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the only reason<font color="#CCCCCC"> I why</font><font color="#E5E5E5"> have any</font>

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background information on the<font color="#CCCCCC"> groundwork</font>

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is because<font color="#CCCCCC"> I'm</font><font color="#E5E5E5"> it's been documented</font>

267
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elsewhere by reporters and researchers

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and<font color="#E5E5E5"> I'm actually quite fond of how the</font>

269
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<font color="#E5E5E5">Clinton campaign has handled many things</font>

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i think that they<font color="#E5E5E5"> seem to be a very</font>

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intelligent and<font color="#CCCCCC"> well run campaign</font>

272
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nonetheless it<font color="#CCCCCC"> is noteworthy that on</font>

273
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many of their top people do help from

274
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<font color="#E5E5E5">google there's a some kind of a close</font>

275
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relationship there<font color="#CCCCCC"> that's that search</font>

276
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does seem legit<font color="#E5E5E5"> questions were raised</font>

277
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about whether<font color="#CCCCCC"> Google search results were</font>

278
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<font color="#E5E5E5">sanitized on behalf of Hillary Clinton</font><font color="#CCCCCC"> I</font>

279
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this looked as if it was some kind of a

280
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scandal<font color="#CCCCCC"> I mean if you look at the</font>

281
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results<font color="#CCCCCC"> they're they're</font><font color="#E5E5E5"> not as</font>

282
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interesting as the results you get with

283
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the same query on being on<font color="#E5E5E5"> on other</font>

284
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search engines<font color="#E5E5E5"> but the same is true for</font>

285
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<font color="#E5E5E5">Trump and in fact google autocomplete is</font>

286
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<font color="#CCCCCC">dull ache</font><font color="#E5E5E5"> for everyone</font>

287
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you<font color="#CCCCCC"> name</font><font color="#E5E5E5"> a criminal named your favorite</font>

288
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terminal and type your<font color="#E5E5E5"> favorite</font>

289
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criminals name into<font color="#CCCCCC"> Google and they just</font>

290
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<font color="#E5E5E5">won't</font><font color="#CCCCCC"> autocomplete</font><font color="#E5E5E5"> crime or criminal</font>

291
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<font color="#CCCCCC">these algorithms are strange google</font>

292
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<font color="#E5E5E5">doesn't want you searching for a</font>

293
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person's name and then the word criminal

294
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<font color="#CCCCCC">for</font><font color="#E5E5E5"> whatever reason maybe someone who</font>

295
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worked on the algorithm decided that

296
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like<font color="#E5E5E5"> those just weren't great search</font>

297
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results

298
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<font color="#CCCCCC">I think if there's any one theme that</font>

299
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comes out from this talk<font color="#E5E5E5"> by</font><font color="#CCCCCC"> knee</font><font color="#E5E5E5"> today</font>

300
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<font color="#E5E5E5">it's that this lack of transparency</font>

301
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raises questions and is frustrating and

302
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<font color="#E5E5E5">and confusing</font>

303
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<font color="#CCCCCC">I mean we really don't know the reason</font>

304
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why Google works this way and because<font color="#E5E5E5"> we</font>

305
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don't know why sometimes we<font color="#CCCCCC"> imagined or</font>

306
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create<font color="#E5E5E5"> theories about why that aren't</font>

307
00:14:12,930 --> 00:14:17,099
<font color="#E5E5E5">very favorable and the truth is we</font>

308
00:14:15,209 --> 00:14:19,680
actually don't know whether this is

309
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secretly to help<font color="#CCCCCC"> one group or another</font>

310
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group we just don't know the reasons

311
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what did you set<font color="#E5E5E5"> maybe maybe it's to</font>

312
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help conceal criminals who knows the

313
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lack of transparency for me is extremely

314
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frustrating but<font color="#E5E5E5"> I</font><font color="#CCCCCC"> it does seem clear</font>

315
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that<font color="#E5E5E5"> it's it's not specifically to help</font>

316
00:14:37,470 --> 00:14:42,930
say<font color="#CCCCCC"> Clinton or</font><font color="#E5E5E5"> Trump google autocomplete</font>

317
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<font color="#CCCCCC">doll for everyone</font>

318
00:14:42,930 --> 00:14:50,489
let's go back to<font color="#E5E5E5"> facebook this actually</font>

319
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makes me a little worried and nervous

320
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and sad<font color="#E5E5E5"> facebook runs experiments all</font>

321
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the time<font color="#E5E5E5"> they don't</font><font color="#CCCCCC"> always tell us they</font>

322
00:14:58,949 --> 00:15:05,639
don't have to<font color="#E5E5E5"> google messed with your</font>

323
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feed in 2012

324
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that's not the only time they did that

325
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to promote voting and they also messed

326
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with our<font color="#E5E5E5"> feet in 2010</font>

327
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<font color="#E5E5E5">which is</font><font color="#CCCCCC"> there right</font><font color="#E5E5E5"> right like they get</font>

328
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to do whatever they want<font color="#CCCCCC"> this is their</font>

329
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stage<font color="#E5E5E5"> they are in charge</font><font color="#CCCCCC"> i think the</font>

330
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issue with<font color="#CCCCCC"> facebook is it feels like</font>

331
00:15:24,080 --> 00:15:28,970
<font color="#E5E5E5">it's my page but it's very heavily</font>

332
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curated what they're going to show for

333
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my friends and then they've started to

334
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really do those messages at the top of

335
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the page like suggesting that someone

336
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goes out and votes<font color="#CCCCCC"> they dip is 260</font>

337
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million users<font color="#CCCCCC"> that's a</font><font color="#E5E5E5"> lot of users that</font>

338
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actually really will impact<font color="#CCCCCC"> panel</font><font color="#E5E5E5"> an</font>

339
00:15:46,910 --> 00:15:52,640
election<font color="#E5E5E5"> this was the paper that they</font>

340
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published about it<font color="#CCCCCC"> at least</font><font color="#E5E5E5"> they come</font>

341
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and they wrote about it<font color="#CCCCCC"> it was</font><font color="#E5E5E5"> after the</font>

342
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fact

343
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here we report results from a randomized

344
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<font color="#E5E5E5">control trial of political mobilization</font>

345
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messages delivered to<font color="#E5E5E5"> 61 million</font>

346
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<font color="#CCCCCC">facebook users during the Toulon during</font>

347
00:16:04,490 --> 00:16:12,080
the congressional elections so it's a

348
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kind of digital gerrymandering<font color="#CCCCCC"> if they</font>

349
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were to show this to some people and not

350
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to others and that actually was the

351
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experiment<font color="#CCCCCC"> some people got</font><font color="#E5E5E5"> shown buttons</font>

352
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that<font color="#E5E5E5"> were more encouraging to vote than</font>

353
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other people

354
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now we could just say civic engagement

355
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is good and that<font color="#CCCCCC"> it's neutral and for</font>

356
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the most part it's hard to argue against

357
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that but when<font color="#CCCCCC"> I spoke to someone who</font>

358
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works in<font color="#E5E5E5"> Democratic campaigns and i said</font>

359
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i would like to be helpful<font color="#CCCCCC"> this</font><font color="#E5E5E5"> election</font>

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cycle to the<font color="#CCCCCC"> Democrats</font><font color="#E5E5E5"> you know how can</font>

361
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<font color="#CCCCCC">i what can I do I'm here I'm here for</font>

362
00:16:47,030 --> 00:16:53,300
you<font color="#E5E5E5"> and they said that they didn't want</font>

363
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me to promote their specific candidate

364
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that the most helpful thing I could do

365
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for the<font color="#CCCCCC"> Democratic Party</font><font color="#E5E5E5"> would be to</font>

366
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just register more voters which was

367
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strange to me<font color="#CCCCCC"> I I thought</font><font color="#E5E5E5"> that the way</font>

368
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to help a candidate<font color="#E5E5E5"> win was to help the</font>

369
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candidate went and<font color="#E5E5E5"> and they said</font><font color="#CCCCCC"> alyssa</font>

370
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<font color="#CCCCCC">you know</font><font color="#E5E5E5"> you've worked</font><font color="#CCCCCC"> on Republican</font>

371
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races<font color="#E5E5E5"> because</font><font color="#CCCCCC"> I helped her and Paul</font><font color="#E5E5E5"> but</font>

372
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democrats democrats we run races by

373
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registering voters that's how we went<font color="#CCCCCC"> so</font>

374
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you know when<font color="#CCCCCC"> I</font><font color="#E5E5E5"> see companies working</font>

375
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<font color="#E5E5E5">together</font>

376
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the vote<font color="#CCCCCC"> i I'm a</font><font color="#E5E5E5"> little bit skeptical</font>

377
00:17:30,030 --> 00:17:34,889
because<font color="#E5E5E5"> Democrats</font><font color="#CCCCCC"> win elections by</font>

378
00:17:32,670 --> 00:17:37,290
increasing voter turnout<font color="#CCCCCC"> so</font><font color="#E5E5E5"> if a</font>

379
00:17:34,890 --> 00:17:38,880
platform like Facebook is working to

380
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increase voter turnout like on the one

381
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hand of course<font color="#E5E5E5"> that's great on the other</font>

382
00:17:40,650 --> 00:17:48,030
hand is it neutral maybe not

383
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and<font color="#E5E5E5"> his neutrality an impossible goal</font><font color="#CCCCCC"> i</font>

384
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don't<font color="#CCCCCC"> i don't know</font>

385
00:17:49,440 --> 00:17:55,830
here's another<font color="#E5E5E5"> curation escape his</font>

386
00:17:53,430 --> 00:17:57,510
caricature<font color="#CCCCCC"> Donald</font><font color="#E5E5E5"> Trump</font><font color="#CCCCCC"> passes up the</font>

387
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chance

388
00:17:57,510 --> 00:18:06,390
it'sit's just not neutral and something

389
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much more favorable to<font color="#CCCCCC"> clinton today so</font>

390
00:18:06,390 --> 00:18:14,880
the<font color="#E5E5E5"> next place</font><font color="#CCCCCC"> i take that</font><font color="#E5E5E5"> is this very</font>

391
00:18:12,330 --> 00:18:18,659
hope like critique where I think the

392
00:18:14,880 --> 00:18:22,290
chance that we have for having actual

393
00:18:18,660 --> 00:18:24,960
neutrality<font color="#E5E5E5"> on our platforms on is if</font>

394
00:18:22,290 --> 00:18:27,300
<font color="#CCCCCC">we've removed</font><font color="#E5E5E5"> the centralized curators</font>

395
00:18:24,960 --> 00:18:30,210
and can actually just<font color="#CCCCCC"> exchanged</font>

396
00:18:27,300 --> 00:18:32,340
<font color="#E5E5E5">one-on-one the censorship is is</font>

397
00:18:30,210 --> 00:18:34,410
problematic because there's just no

398
00:18:32,340 --> 00:18:35,490
transparency<font color="#E5E5E5"> we just really don't know</font>

399
00:18:34,410 --> 00:18:39,360
what's going on

400
00:18:35,490 --> 00:18:42,150
can<font color="#CCCCCC"> I start opening it up for questions</font>

401
00:18:39,360 --> 00:18:44,040
<font color="#CCCCCC">although it's very dark so I can't see</font>

402
00:18:42,150 --> 00:18:47,790
anyone<font color="#CCCCCC"> i might need some help</font>

403
00:18:44,040 --> 00:18:53,250
<font color="#E5E5E5">could i get some help from one of the</font>

404
00:18:47,790 --> 00:18:59,789
conference<font color="#E5E5E5"> organizers</font><font color="#CCCCCC"> thanks</font>

405
00:18:53,250 --> 00:19:20,879
alright let's open it up for questions

406
00:18:59,789 --> 00:19:23,908
<font color="#E5E5E5">so</font><font color="#CCCCCC"> I</font><font color="#E5E5E5"> have</font><font color="#CCCCCC"> worked</font><font color="#E5E5E5"> for</font><font color="#CCCCCC"> google for traders</font>

407
00:19:20,879 --> 00:19:26,039
<font color="#E5E5E5">but these are in no way</font><font color="#CCCCCC"> of presenting of</font>

408
00:19:23,909 --> 00:19:29,759
<font color="#CCCCCC">use of either Google or Twitter okay</font>

409
00:19:26,039 --> 00:19:32,070
<font color="#E5E5E5">positive</font><font color="#CCCCCC"> negative Lee so a I think</font>

410
00:19:29,759 --> 00:19:36,029
you're making a couple of logical

411
00:19:32,070 --> 00:19:39,418
mistakes here in your analyses<font color="#E5E5E5"> one is</font>

412
00:19:36,029 --> 00:19:41,429
you're ignoring the echo chamber effect

413
00:19:39,419 --> 00:19:44,759
when<font color="#CCCCCC"> you when i'm looking at facebook</font>

414
00:19:41,429 --> 00:19:48,149
<font color="#E5E5E5">pages and what</font><font color="#CCCCCC"> facebook would show me</font>

415
00:19:44,759 --> 00:19:51,119
and<font color="#E5E5E5"> as interesting for me is what</font><font color="#CCCCCC"> i have</font>

416
00:19:48,149 --> 00:19:54,539
said<font color="#CCCCCC"> what my friends have said</font><font color="#E5E5E5"> now most</font>

417
00:19:51,119 --> 00:19:58,289
of my<font color="#E5E5E5"> friends are not hardcore</font>

418
00:19:54,539 --> 00:20:00,450
Republicans<font color="#CCCCCC"> will vote</font><font color="#E5E5E5"> for Trump</font><font color="#CCCCCC"> so it</font><font color="#E5E5E5"> is</font>

419
00:19:58,289 --> 00:20:04,289
natural<font color="#E5E5E5"> except</font><font color="#CCCCCC"> it's going into this</font><font color="#E5E5E5"> guy</font>

420
00:20:00,450 --> 00:20:07,679
here so it's natural that<font color="#CCCCCC"> facebook won't</font>

421
00:20:04,289 --> 00:20:10,320
show me stuff about Trump<font color="#CCCCCC"> now if I were</font>

422
00:20:07,679 --> 00:20:14,340
to just create a sock puppet that would

423
00:20:10,320 --> 00:20:16,320
that that would listen to the<font color="#CCCCCC"> Westboro</font>

424
00:20:14,340 --> 00:20:19,439
<font color="#CCCCCC">Baptist Church</font><font color="#E5E5E5"> and rudy giuliani and</font>

425
00:20:16,320 --> 00:20:21,960
<font color="#CCCCCC">Trump and</font><font color="#E5E5E5"> another such things</font>

426
00:20:19,440 --> 00:20:23,789
maybe<font color="#CCCCCC"> i would get a difference</font><font color="#E5E5E5"> in the</font>

427
00:20:21,960 --> 00:20:28,139
results<font color="#E5E5E5"> have you tried</font><font color="#CCCCCC"> that</font><font color="#E5E5E5"> experiment</font>

428
00:20:23,789 --> 00:20:29,999
of creating a persona<font color="#E5E5E5"> that does not fit</font>

429
00:20:28,139 --> 00:20:31,949
the model you're trying to accuse or the

430
00:20:29,999 --> 00:20:34,499
<font color="#CCCCCC">modalities that</font><font color="#E5E5E5"> you're suggesting that</font>

431
00:20:31,950 --> 00:20:38,369
<font color="#CCCCCC">facebook is promoting and seeing what</font>

432
00:20:34,499 --> 00:20:41,009
the results you get<font color="#CCCCCC"> our I think</font><font color="#E5E5E5"> that's</font>

433
00:20:38,369 --> 00:20:44,189
right<font color="#E5E5E5"> i think that it would be helpful</font>

434
00:20:41,009 --> 00:20:47,039
to see it from different vantage<font color="#CCCCCC"> point</font>

435
00:20:44,190 --> 00:20:50,279
<font color="#E5E5E5">right</font><font color="#CCCCCC"> but because</font><font color="#E5E5E5"> some of that it</font>

436
00:20:47,039 --> 00:20:52,200
doesn't<font color="#E5E5E5"> change that</font><font color="#CCCCCC"> the moments for the</font>

437
00:20:50,279 --> 00:20:56,099
most part<font color="#E5E5E5"> are universal</font>

438
00:20:52,200 --> 00:20:57,840
<font color="#CCCCCC">I I</font><font color="#E5E5E5"> don't</font><font color="#CCCCCC"> that's</font><font color="#E5E5E5"> true for</font><font color="#CCCCCC"> twitter and i</font>

439
00:20:56,099 --> 00:21:01,859
believe it's true for facebook as well

440
00:20:57,840 --> 00:21:05,179
<font color="#E5E5E5">that these aren't as highly customized</font>

441
00:21:01,859 --> 00:21:20,899
as we would think

442
00:21:05,180 --> 00:21:23,420
<font color="#CCCCCC">everyone that's true for your</font><font color="#E5E5E5"> newsfeed</font>

443
00:21:20,900 --> 00:21:27,200
<font color="#CCCCCC">ah i'm</font><font color="#E5E5E5"> curious about how true it is for</font>

444
00:21:23,420 --> 00:21:30,110
what's trending at large

445
00:21:27,200 --> 00:21:31,010
<font color="#E5E5E5">can you come to my place</font><font color="#CCCCCC"> I'm not</font><font color="#E5E5E5"> done</font>

446
00:21:30,110 --> 00:21:38,449
<font color="#E5E5E5">good</font>

447
00:21:31,010 --> 00:21:41,300
<font color="#E5E5E5">doesn't that doesn't apply to it</font><font color="#CCCCCC"> what it</font>

448
00:21:38,450 --> 00:21:44,270
applies to is is each person's<font color="#E5E5E5"> newsfeed</font>

449
00:21:41,300 --> 00:21:49,040
<font color="#E5E5E5">right that is different for every person</font>

450
00:21:44,270 --> 00:21:57,110
<font color="#E5E5E5">that's right what</font><font color="#CCCCCC"> I'm referring to here</font>

451
00:21:49,040 --> 00:22:04,970
is the trending section here

452
00:21:57,110 --> 00:22:08,120
yes the<font color="#CCCCCC"> newsfeeds very customized</font><font color="#E5E5E5"> well</font>

453
00:22:04,970 --> 00:22:10,280
the<font color="#CCCCCC"> newsfeed will be customized for the</font>

454
00:22:08,120 --> 00:22:12,469
sort of articles<font color="#CCCCCC"> i would be likely to</font>

455
00:22:10,280 --> 00:22:14,870
<font color="#E5E5E5">read the</font><font color="#CCCCCC"> show to click on them look at</font>

456
00:22:12,470 --> 00:22:17,120
the ads and then make Facebook or Google

457
00:22:14,870 --> 00:22:19,370
or Twitter money<font color="#E5E5E5"> they wouldn't</font><font color="#CCCCCC"> rope if</font>

458
00:22:17,120 --> 00:22:22,370
they showed me<font color="#CCCCCC"> an ad about oh I don't</font>

459
00:22:19,370 --> 00:22:24,379
know<font color="#CCCCCC"> the starving children of</font><font color="#E5E5E5"> africa</font><font color="#CCCCCC"> i</font>

460
00:22:22,370 --> 00:22:26,659
would<font color="#E5E5E5"> probably not click on it and not</font>

461
00:22:24,380 --> 00:22:28,100
read the article and you know not get

462
00:22:26,660 --> 00:22:29,720
the money so of course they won't do

463
00:22:28,100 --> 00:22:33,199
that<font color="#CCCCCC"> they do a very good job of</font>

464
00:22:29,720 --> 00:22:36,170
customizing those<font color="#CCCCCC"> yeah</font><font color="#E5E5E5"> so how can you</font>

465
00:22:33,200 --> 00:22:38,870
differentiate what what is the the<font color="#E5E5E5"> your</font>

466
00:22:36,170 --> 00:22:43,550
<font color="#CCCCCC">you're out your algorithm for</font>

467
00:22:38,870 --> 00:22:47,479
differentiating between a feed that is

468
00:22:43,550 --> 00:22:50,149
<font color="#E5E5E5">easily curated to only show those those</font>

469
00:22:47,480 --> 00:22:53,060
<font color="#E5E5E5">even people that you don't want that</font>

470
00:22:50,150 --> 00:22:54,740
<font color="#E5E5E5">you're accusing of up let me</font><font color="#CCCCCC"> Tony</font><font color="#E5E5E5"> down</font>

471
00:22:53,060 --> 00:22:58,250
you know how can you differentiate

472
00:22:54,740 --> 00:23:01,820
between a feed that is customized

473
00:22:58,250 --> 00:23:05,990
according to some guidelines from above

474
00:23:01,820 --> 00:23:08,899
<font color="#CCCCCC">vs feed that happens to shoot to appear</font>

475
00:23:05,990 --> 00:23:09,950
that way because of all your prior post

476
00:23:08,900 --> 00:23:12,620
in history

477
00:23:09,950 --> 00:23:15,020
well we need to separate<font color="#CCCCCC"> news feed which</font>

478
00:23:12,620 --> 00:23:16,998
is highly personalized and highly

479
00:23:15,020 --> 00:23:20,449
algorithmic<font color="#CCCCCC"> vs</font>

480
00:23:16,999 --> 00:23:23,269
<font color="#CCCCCC">what you</font><font color="#E5E5E5"> can see here which is like</font>

481
00:23:20,449 --> 00:23:26,989
<font color="#CCCCCC">national trending topics which is</font>

482
00:23:23,269 --> 00:23:28,459
curated by<font color="#E5E5E5"> humans skin discoloration</font>

483
00:23:26,989 --> 00:23:32,419
that you're that you're talking about

484
00:23:28,459 --> 00:23:32,899
are the people who have<font color="#E5E5E5"> you</font><font color="#CCCCCC"> mentioned</font>

485
00:23:32,419 --> 00:23:36,469
<font color="#CCCCCC">that</font>

486
00:23:32,899 --> 00:23:37,458
<font color="#E5E5E5">oh excuse later said that and the</font><font color="#CCCCCC"> rumor</font>

487
00:23:36,469 --> 00:23:41,929
said that

488
00:23:37,459 --> 00:23:44,509
how have you actually<font color="#CCCCCC"> are verified that</font>

489
00:23:41,929 --> 00:23:47,809
this is indeed the case you know<font color="#CCCCCC"> I heard</font>

490
00:23:44,509 --> 00:23:50,299
from from from my<font color="#E5E5E5"> dog yesterday that you</font>

491
00:23:47,809 --> 00:23:52,579
know<font color="#CCCCCC"> what Mark Zuckerberg</font><font color="#E5E5E5"> girl don't</font>

492
00:23:50,299 --> 00:23:55,009
need something like<font color="#E5E5E5"> up just because you</font>

493
00:23:52,579 --> 00:23:59,149
said it<font color="#CCCCCC"> executes</font><font color="#E5E5E5"> later said that</font><font color="#CCCCCC"> did you</font>

494
00:23:55,009 --> 00:24:01,639
reveal<font color="#CCCCCC"> who</font><font color="#E5E5E5"> ever publish that story</font><font color="#CCCCCC"> did</font>

495
00:23:59,149 --> 00:24:03,918
they go out and actually see that<font color="#CCCCCC"> his</font>

496
00:24:01,639 --> 00:24:05,718
<font color="#CCCCCC">head was actually an executor you know</font>

497
00:24:03,919 --> 00:24:07,849
the the journalistic standards that<font color="#CCCCCC"> we</font>

498
00:24:05,719 --> 00:24:09,289
hope that we<font color="#E5E5E5"> usually hold up of the</font>

499
00:24:07,849 --> 00:24:12,859
Washington Post and The New York Times

500
00:24:09,289 --> 00:24:15,709
<font color="#E5E5E5">hundred years ago or 50 years ago</font><font color="#CCCCCC"> our</font>

501
00:24:12,859 --> 00:24:17,329
<font color="#CCCCCC">are a lot</font><font color="#E5E5E5"> different that that and we</font>

502
00:24:15,709 --> 00:24:19,279
expect<font color="#CCCCCC"> when when you get the New York</font>

503
00:24:17,329 --> 00:24:21,948
Times The Washington Post says you know

504
00:24:19,279 --> 00:24:23,749
about something happened that<font color="#CCCCCC"> would be</font>

505
00:24:21,949 --> 00:24:26,689
<font color="#CCCCCC">generally have</font><font color="#E5E5E5"> actually check check</font><font color="#CCCCCC"> I</font>

506
00:24:23,749 --> 00:24:30,919
think that's<font color="#E5E5E5"> fair that we just don't</font>

507
00:24:26,689 --> 00:24:33,649
know what's going on with the curation

508
00:24:30,919 --> 00:24:36,559
and the<font color="#E5E5E5"> trans and I certainly don't mean</font>

509
00:24:33,649 --> 00:24:39,859
to say that we know for sure that

510
00:24:36,559 --> 00:24:42,199
there's this<font color="#E5E5E5"> Lander that slant</font><font color="#CCCCCC"> I think</font>

511
00:24:39,859 --> 00:24:47,749
that<font color="#E5E5E5"> it's compelling</font><font color="#CCCCCC"> the evidence that</font>

512
00:24:42,199 --> 00:24:51,199
there was the evidence that<font color="#CCCCCC"> i</font><font color="#E5E5E5"> was going</font>

513
00:24:47,749 --> 00:24:53,359
<font color="#E5E5E5">on in this team that was a contract team</font>

514
00:24:51,199 --> 00:24:55,279
that wasn't being given a lot of

515
00:24:53,359 --> 00:24:58,039
attention that like there may have been

516
00:24:55,279 --> 00:25:00,199
some things happening there that weren't

517
00:24:58,039 --> 00:25:02,419
up to<font color="#CCCCCC"> facebook standards or up to the</font>

518
00:25:00,199 --> 00:25:04,279
standards that we would want but<font color="#CCCCCC"> that</font>

519
00:25:02,419 --> 00:25:06,559
that's a lot of the point<font color="#CCCCCC"> that's a</font><font color="#E5E5E5"> lot</font>

520
00:25:04,279 --> 00:25:08,239
of the point of this talk is that<font color="#CCCCCC"> uh so</font>

521
00:25:06,559 --> 00:25:10,069
much of this is a black box and we just

522
00:25:08,239 --> 00:25:13,549
don't know<font color="#CCCCCC"> and</font><font color="#E5E5E5"> that it would be possible</font>

523
00:25:10,069 --> 00:25:15,979
for social media companies to have an

524
00:25:13,549 --> 00:25:18,319
<font color="#E5E5E5">outsized impact on the elections and in</font>

525
00:25:15,979 --> 00:25:22,970
the absence of transparency about their

526
00:25:18,319 --> 00:25:27,139
methods<font color="#E5E5E5"> were left not knowing</font>

527
00:25:22,970 --> 00:25:29,600
<font color="#E5E5E5">thank you you got next week</font><font color="#CCCCCC"> we give up</font>

528
00:25:27,140 --> 00:25:31,280
<font color="#CCCCCC">the mic and come back thank you</font><font color="#E5E5E5"> for your</font>

529
00:25:29,600 --> 00:25:34,850
question<font color="#CCCCCC"> and thank</font><font color="#E5E5E5"> you for the cheering</font>

530
00:25:31,280 --> 00:25:37,010
<font color="#E5E5E5">I</font><font color="#CCCCCC"> always was</font><font color="#E5E5E5"> particularly interested in</font>

531
00:25:34,850 --> 00:25:38,600
your last slide<font color="#E5E5E5"> we had a p2p model not</font>

532
00:25:37,010 --> 00:25:40,460
kind<font color="#E5E5E5"> of yes</font><font color="#CCCCCC"> forgetting what is</font><font color="#E5E5E5"> most</font>

533
00:25:38,600 --> 00:25:42,709
interesting to you know like kind of

534
00:25:40,460 --> 00:25:44,390
figuring out in a decentralized way what

535
00:25:42,710 --> 00:25:46,909
is most interesting<font color="#CCCCCC"> come</font><font color="#E5E5E5"> to show people</font>

536
00:25:44,390 --> 00:25:48,530
<font color="#CCCCCC">um</font><font color="#E5E5E5"> I do kind of wonder how that how you</font>

537
00:25:46,909 --> 00:25:50,150
would defend against creating echo

538
00:25:48,530 --> 00:25:51,408
chambers are just little pods of people

539
00:25:50,150 --> 00:25:53,570
to share the same news amongst each

540
00:25:51,409 --> 00:25:54,530
other and kind of always<font color="#CCCCCC"> thinking that I</font>

541
00:25:53,570 --> 00:25:56,510
was<font color="#E5E5E5"> thinking you know there's a lot of</font>

542
00:25:54,530 --> 00:25:58,070
talk<font color="#E5E5E5"> about how everyone getting</font><font color="#CCCCCC"> news</font>

543
00:25:56,510 --> 00:26:00,950
<font color="#E5E5E5">from a different source kind of like</font>

544
00:25:58,070 --> 00:26:01,939
<font color="#E5E5E5">helps to just make just many sizes just</font>

545
00:26:00,950 --> 00:26:04,220
<font color="#E5E5E5">don't want to talk to each other anymore</font>

546
00:26:01,940 --> 00:26:06,320
and<font color="#E5E5E5"> how like having fewer new sources</font>

547
00:26:04,220 --> 00:26:08,090
like everyone would watch one or two of

548
00:26:06,320 --> 00:26:09,649
them and<font color="#CCCCCC"> they're</font><font color="#E5E5E5"> like more common</font>

549
00:26:08,090 --> 00:26:13,100
watching and so you would have less

550
00:26:09,650 --> 00:26:15,980
extreme is<font color="#CCCCCC"> divisiveness</font><font color="#E5E5E5"> in kind of</font><font color="#CCCCCC"> hold</font>

551
00:26:13,100 --> 00:26:17,719
political process so<font color="#CCCCCC"> i do think there's</font>

552
00:26:15,980 --> 00:26:20,870
<font color="#CCCCCC">a there's a kind of a part to play for</font>

553
00:26:17,720 --> 00:26:23,120
these outlets to maybe show multiple

554
00:26:20,870 --> 00:26:24,830
like a diversity of things that may be

555
00:26:23,120 --> 00:26:26,030
interesting<font color="#CCCCCC"> so they aren't just making</font>

556
00:26:24,830 --> 00:26:28,970
<font color="#E5E5E5">echo chambers</font>

557
00:26:26,030 --> 00:26:31,460
<font color="#E5E5E5">um it's going to</font><font color="#CCCCCC"> be a</font><font color="#E5E5E5"> question if</font><font color="#CCCCCC"> i</font>

558
00:26:28,970 --> 00:26:35,000
understand it<font color="#E5E5E5"> is how would we do a</font>

559
00:26:31,460 --> 00:26:37,400
peer-to-peer model that would bypass the

560
00:26:35,000 --> 00:26:40,460
echo chamber problem<font color="#CCCCCC"> yes quite</font><font color="#E5E5E5"> right</font>

561
00:26:37,400 --> 00:26:42,200
<font color="#CCCCCC">huh</font><font color="#E5E5E5"> that's</font><font color="#CCCCCC"> a really hard problem that's</font>

562
00:26:40,460 --> 00:26:43,909
like a human problem right

563
00:26:42,200 --> 00:26:47,450
<font color="#CCCCCC">I think you solved that in a human way</font>

564
00:26:43,909 --> 00:26:50,360
<font color="#CCCCCC">uh I have a</font><font color="#E5E5E5"> lot of friends who have</font>

565
00:26:47,450 --> 00:26:54,380
different points of view and<font color="#CCCCCC"> I engage</font>

566
00:26:50,360 --> 00:26:57,530
with them and<font color="#CCCCCC"> I've learned</font><font color="#E5E5E5"> to stop doing</font>

567
00:26:54,380 --> 00:26:59,690
that as much because<font color="#CCCCCC"> I've got a negative</font>

568
00:26:57,530 --> 00:27:01,100
feedback<font color="#E5E5E5"> because</font><font color="#CCCCCC"> I engage with people</font>

569
00:26:59,690 --> 00:27:03,080
are very different points of view

570
00:27:01,100 --> 00:27:04,760
<font color="#E5E5E5">sometimes they will troll me or</font>

571
00:27:03,080 --> 00:27:08,240
sometimes<font color="#E5E5E5"> they'll be very mean or the</font>

572
00:27:04,760 --> 00:27:10,070
<font color="#CCCCCC">whole my friends or people who have a</font>

573
00:27:08,240 --> 00:27:12,020
similar point of view to me will get mad

574
00:27:10,070 --> 00:27:14,689
at me for interacting with people who

575
00:27:12,020 --> 00:27:17,450
they think are wrong<font color="#CCCCCC"> so I</font><font color="#E5E5E5"> actually</font>

576
00:27:14,690 --> 00:27:18,710
<font color="#E5E5E5">wanted to be sure to started out as</font>

577
00:27:17,450 --> 00:27:23,120
someone who was mentored by ethan

578
00:27:18,710 --> 00:27:25,190
<font color="#E5E5E5">Zuckerman who wrote rewire like his old</font>

579
00:27:23,120 --> 00:27:26,570
thesis was that the internet is an echo

580
00:27:25,190 --> 00:27:30,350
chamber and we need to break out of that

581
00:27:26,570 --> 00:27:33,260
<font color="#CCCCCC">so like I came</font><font color="#E5E5E5"> into the internet with</font>

582
00:27:30,350 --> 00:27:35,449
that mentality<font color="#CCCCCC"> being mentored by him and</font>

583
00:27:33,260 --> 00:27:39,110
now<font color="#CCCCCC"> I'm becoming smaller</font>

584
00:27:35,450 --> 00:27:40,970
<font color="#E5E5E5">because of all the bad feedback that I'm</font>

585
00:27:39,110 --> 00:27:43,189
getting is<font color="#CCCCCC"> I actually engage with</font>

586
00:27:40,970 --> 00:27:45,350
diverse views and and I say that in a

587
00:27:43,190 --> 00:27:47,090
<font color="#E5E5E5">sheepish way I don't want to</font><font color="#CCCCCC"> I don't</font>

588
00:27:45,350 --> 00:27:48,799
<font color="#E5E5E5">want my worldview to become smaller</font><font color="#CCCCCC"> I</font>

589
00:27:47,090 --> 00:27:50,899
don't want to become smaller as a person

590
00:27:48,799 --> 00:27:53,899
<font color="#E5E5E5">but it's what's happening</font>

591
00:27:50,899 --> 00:27:55,850
sure<font color="#CCCCCC"> i started deleting posts on my</font>

592
00:27:53,899 --> 00:27:57,739
facebook last week for the first time

593
00:27:55,850 --> 00:28:01,730
<font color="#E5E5E5">kind of apologizing to people and</font>

594
00:27:57,740 --> 00:28:03,649
explaining why<font color="#E5E5E5"> so</font><font color="#CCCCCC"> i think one first step</font>

595
00:28:01,730 --> 00:28:07,970
is for us to be nicer to each other

596
00:28:03,649 --> 00:28:10,850
sure<font color="#E5E5E5"> to agree to disagree yeah like if</font>

597
00:28:07,970 --> 00:28:13,490
we could agree to disagree<font color="#E5E5E5"> then it would</font>

598
00:28:10,850 --> 00:28:16,010
be a lot easier to free exchange

599
00:28:13,490 --> 00:28:18,230
<font color="#E5E5E5">um yeah</font><font color="#CCCCCC"> I think the bottom line for me</font>

600
00:28:16,010 --> 00:28:21,440
is that's like<font color="#E5E5E5"> a</font><font color="#CCCCCC"> human</font><font color="#E5E5E5"> problem</font><font color="#CCCCCC"> in a</font>

601
00:28:18,230 --> 00:28:23,690
kindness problem and<font color="#CCCCCC"> I like can we</font><font color="#E5E5E5"> be</font>

602
00:28:21,440 --> 00:28:25,039
interested in<font color="#CCCCCC"> views beyond our own with</font>

603
00:28:23,690 --> 00:28:26,600
the humbleness that there's something to

604
00:28:25,039 --> 00:28:28,309
learn<font color="#E5E5E5"> problem</font>

605
00:28:26,600 --> 00:28:29,510
sure that that's a really big<font color="#CCCCCC"> ass</font><font color="#E5E5E5"> was</font>

606
00:28:28,309 --> 00:28:31,340
<font color="#E5E5E5">awesome and i love it</font><font color="#CCCCCC"> i think it should</font>

607
00:28:29,510 --> 00:28:33,049
happen<font color="#E5E5E5"> in the meantime maybe do you</font>

608
00:28:31,340 --> 00:28:36,439
think it's possible for like Twitter and

609
00:28:33,049 --> 00:28:38,539
Facebook<font color="#CCCCCC"> um to use their kind of power</font>

610
00:28:36,440 --> 00:28:40,580
that they have just by doing these feeds

611
00:28:38,539 --> 00:28:42,260
<font color="#E5E5E5">not feasible like the trending topics</font><font color="#CCCCCC"> um</font>

612
00:28:40,580 --> 00:28:43,879
<font color="#E5E5E5">to try</font><font color="#CCCCCC"> and force</font><font color="#E5E5E5"> that hand a little bit</font>

613
00:28:42,260 --> 00:28:46,010
like<font color="#E5E5E5"> you think they have the capacity to</font>

614
00:28:43,880 --> 00:28:47,480
be more even-handed<font color="#CCCCCC"> i guess i'll just be</font>

615
00:28:46,010 --> 00:28:49,669
like the BBC or something like<font color="#CCCCCC"> that</font>

616
00:28:47,480 --> 00:28:51,529
power<font color="#E5E5E5"> is dry but it tends to be a little</font>

617
00:28:49,669 --> 00:28:53,600
more neutral<font color="#CCCCCC"> i think that Twitter and</font>

618
00:28:51,529 --> 00:28:54,620
<font color="#CCCCCC">Facebook just</font><font color="#E5E5E5"> have tremendous power</font>

619
00:28:53,600 --> 00:28:57,350
right now

620
00:28:54,620 --> 00:28:59,750
<font color="#E5E5E5">oh yeah and</font><font color="#CCCCCC"> it's and part of what i came</font>

621
00:28:57,350 --> 00:29:01,580
<font color="#E5E5E5">away with as</font><font color="#CCCCCC"> they did the</font><font color="#E5E5E5"> research for</font>

622
00:28:59,750 --> 00:29:04,429
the<font color="#CCCCCC"> talk was just the respect for how</font>

623
00:29:01,580 --> 00:29:07,789
much power<font color="#CCCCCC"> Twitter and Facebook and you</font>

624
00:29:04,429 --> 00:29:11,630
know<font color="#CCCCCC"> Instagram and</font><font color="#E5E5E5"> snapchat have for</font>

625
00:29:07,789 --> 00:29:15,169
getting us to take actions and for

626
00:29:11,630 --> 00:29:16,730
changing our lens on world events and

627
00:29:15,169 --> 00:29:18,200
that's what's frustrating to me about

628
00:29:16,730 --> 00:29:21,049
the notion that they're neutral<font color="#E5E5E5"> they're</font>

629
00:29:18,200 --> 00:29:24,710
just so powerful<font color="#E5E5E5"> and</font><font color="#CCCCCC"> I want to see more</font>

630
00:29:21,049 --> 00:29:27,260
<font color="#CCCCCC">acknowledgement of that</font><font color="#E5E5E5"> and as for like</font>

631
00:29:24,710 --> 00:29:29,720
how they could use that for good<font color="#CCCCCC"> i think</font>

632
00:29:27,260 --> 00:29:31,429
<font color="#CCCCCC">the first step might be for them to kind</font>

633
00:29:29,720 --> 00:29:32,990
of<font color="#CCCCCC"> acknowledge that</font><font color="#E5E5E5"> there are entities</font>

634
00:29:31,429 --> 00:29:35,779
that are trying to do things in the

635
00:29:32,990 --> 00:29:38,899
world as long as<font color="#CCCCCC"> Facebook and Twitter</font>

636
00:29:35,779 --> 00:29:40,880
<font color="#E5E5E5">take a stand and say we're neutral and</font>

637
00:29:38,899 --> 00:29:42,529
we're not really doing much<font color="#E5E5E5"> but by the</font>

638
00:29:40,880 --> 00:29:44,120
way we're<font color="#CCCCCC"> gonna</font><font color="#E5E5E5"> run this experiment and</font>

639
00:29:42,529 --> 00:29:47,360
some of you will vote in some of you

640
00:29:44,120 --> 00:29:48,658
want<font color="#E5E5E5"> based on what we show you as long</font>

641
00:29:47,360 --> 00:29:53,158
as<font color="#E5E5E5"> there's this</font>

642
00:29:48,659 --> 00:29:54,659
<font color="#CCCCCC">pretense that</font><font color="#E5E5E5"> they're like bystanders</font><font color="#CCCCCC"> um</font>

643
00:29:53,159 --> 00:29:57,330
<font color="#CCCCCC">I think it</font><font color="#E5E5E5"> would be hard for them to</font>

644
00:29:54,659 --> 00:30:02,099
become best actors right<font color="#E5E5E5"> to</font><font color="#CCCCCC"> thank you</font>

645
00:29:57,330 --> 00:30:05,399
<font color="#E5E5E5">thank you thank you</font>

646
00:30:02,099 --> 00:30:07,979
<font color="#E5E5E5">um</font><font color="#CCCCCC"> I do I probably should confess before</font>

647
00:30:05,399 --> 00:30:10,049
<font color="#CCCCCC">I start</font><font color="#E5E5E5"> is that</font><font color="#CCCCCC"> I'm</font><font color="#E5E5E5"> not unconsciously</font>

648
00:30:07,979 --> 00:30:12,090
not<font color="#CCCCCC"> on facebook</font><font color="#E5E5E5"> because</font><font color="#CCCCCC"> i am dismayed</font>

649
00:30:10,049 --> 00:30:14,729
about the amount of power they have

650
00:30:12,090 --> 00:30:17,549
but what<font color="#E5E5E5"> I'm saying is you're in good</font>

651
00:30:14,729 --> 00:30:20,429
company<font color="#CCCCCC"> hear</font><font color="#E5E5E5"> what</font><font color="#CCCCCC"> I like to point out is</font>

652
00:30:17,549 --> 00:30:22,320
that no private company has transparency

653
00:30:20,429 --> 00:30:24,720
unless they want to<font color="#CCCCCC"> i mean just</font><font color="#E5E5E5"> think</font>

654
00:30:22,320 --> 00:30:26,309
about the credit reporting agencies and

655
00:30:24,720 --> 00:30:31,139
the problem that<font color="#CCCCCC"> I</font><font color="#E5E5E5"> have with this</font>

656
00:30:26,309 --> 00:30:33,599
<font color="#CCCCCC">Facebook story is they have no</font>

657
00:30:31,139 --> 00:30:35,459
obligation to be neutral<font color="#E5E5E5"> and the truth</font>

658
00:30:33,599 --> 00:30:37,830
is if you're getting your news and

659
00:30:35,460 --> 00:30:41,129
<font color="#E5E5E5">you're allowing companies like Facebook</font>

660
00:30:37,830 --> 00:30:42,418
or Twitter<font color="#CCCCCC"> or snapchat app</font><font color="#E5E5E5"> to mold your</font>

661
00:30:41,129 --> 00:30:44,459
political views

662
00:30:42,419 --> 00:30:45,960
there's something wrong right there you

663
00:30:44,460 --> 00:30:47,519
<font color="#E5E5E5">need to take it back from these</font>

664
00:30:45,960 --> 00:30:50,159
companies they have only as much power

665
00:30:47,519 --> 00:30:52,440
as we give to them and why you're giving

666
00:30:50,159 --> 00:30:55,379
these companies the power to mold your

667
00:30:52,440 --> 00:30:59,820
political views is beyond me

668
00:30:55,379 --> 00:31:02,340
<font color="#CCCCCC">I</font><font color="#E5E5E5"> think</font><font color="#CCCCCC"> yeah</font><font color="#E5E5E5"> yeah</font><font color="#CCCCCC"> I think that's a</font><font color="#E5E5E5"> good</font>

669
00:30:59,820 --> 00:31:04,649
lesson<font color="#CCCCCC"> I think that's that was my</font>

670
00:31:02,340 --> 00:31:08,009
takeaway from<font color="#E5E5E5"> Snowden's revelations from</font>

671
00:31:04,649 --> 00:31:10,049
so many other moments where we've seen

672
00:31:08,009 --> 00:31:11,879
these companies aggregating data and

673
00:31:10,049 --> 00:31:14,279
becoming very powerful that's power that

674
00:31:11,879 --> 00:31:17,609
they only have that we give them<font color="#CCCCCC"> that's</font>

675
00:31:14,279 --> 00:31:21,059
a<font color="#E5E5E5"> very important point</font><font color="#CCCCCC"> I i would argue</font>

676
00:31:17,609 --> 00:31:23,879
<font color="#E5E5E5">that it's my hope that companies will be</font>

677
00:31:21,059 --> 00:31:26,940
true to their word and it's my hope that

678
00:31:23,879 --> 00:31:29,219
companies will be true to the power and

679
00:31:26,940 --> 00:31:31,320
<font color="#CCCCCC">responsibility they have that's a very</font>

680
00:31:29,220 --> 00:31:35,580
optimistic view they don't need to do

681
00:31:31,320 --> 00:31:37,889
that but<font color="#E5E5E5"> we can call on them and and and</font>

682
00:31:35,580 --> 00:31:41,249
you know come together and say we think

683
00:31:37,889 --> 00:31:45,389
it matters where we can you know<font color="#CCCCCC"> I I</font>

684
00:31:41,249 --> 00:31:54,629
admire your stance

685
00:31:45,389 --> 00:31:58,589
<font color="#CCCCCC">okay thanks Sharky niña like anyway i'm</font>

686
00:31:54,629 --> 00:32:01,109
sitting<font color="#E5E5E5"> because I'm like actually that</font>

687
00:31:58,589 --> 00:32:02,458
the previous speaker actually had one of

688
00:32:01,109 --> 00:32:04,499
the things<font color="#CCCCCC"> I wanted to say</font><font color="#E5E5E5"> about the</font>

689
00:32:02,459 --> 00:32:06,149
other thing<font color="#CCCCCC"> i want to say is i mean i</font>

690
00:32:04,499 --> 00:32:08,039
<font color="#CCCCCC">know a lot</font><font color="#E5E5E5"> of people are suspicious of</font>

691
00:32:06,149 --> 00:32:09,629
government because you know you know

692
00:32:08,039 --> 00:32:11,820
don't you know they're all these<font color="#CCCCCC"> ones i</font>

693
00:32:09,629 --> 00:32:13,559
want<font color="#E5E5E5"> to go into why but</font><font color="#CCCCCC"> I'm just</font>

694
00:32:11,820 --> 00:32:15,269
thinking of that I think we should also

695
00:32:13,559 --> 00:32:17,190
be suspicious of private business

696
00:32:15,269 --> 00:32:19,320
because you know<font color="#E5E5E5"> that's that's what they</font>

697
00:32:17,190 --> 00:32:21,570
are and that<font color="#E5E5E5"> people are just way too</font>

698
00:32:19,320 --> 00:32:23,519
trusting and<font color="#CCCCCC"> I don't I really don't</font>

699
00:32:21,570 --> 00:32:27,239
think it's reasonable to expect that

700
00:32:23,519 --> 00:32:28,469
these companies are going to you know be

701
00:32:27,239 --> 00:32:30,149
what we want them to be

702
00:32:28,469 --> 00:32:32,159
<font color="#CCCCCC">I</font><font color="#E5E5E5"> mean we have to decide you know like</font>

703
00:32:30,149 --> 00:32:34,468
<font color="#E5E5E5">you said you know decide to engage or</font>

704
00:32:32,159 --> 00:32:36,929
not you know but with our eyes open

705
00:32:34,469 --> 00:32:39,299
<font color="#E5E5E5">they're in it to make money they can do</font>

706
00:32:36,929 --> 00:32:42,119
what they want and just you know that

707
00:32:39,299 --> 00:32:44,849
that's basically where is that<font color="#E5E5E5"> they're</font>

708
00:32:42,119 --> 00:32:47,399
in it to make money and in some cases<font color="#CCCCCC"> uh</font>

709
00:32:44,849 --> 00:32:50,189
<font color="#CCCCCC">I believe</font><font color="#E5E5E5"> that</font><font color="#CCCCCC"> technologist at these</font>

710
00:32:47,399 --> 00:32:52,859
companies come in either with like a

711
00:32:50,190 --> 00:32:55,679
genuinely<font color="#E5E5E5"> ethical point of view from</font>

712
00:32:52,859 --> 00:32:58,109
their point of view<font color="#CCCCCC"> you know like</font><font color="#E5E5E5"> is it</font>

713
00:32:55,679 --> 00:32:59,909
<font color="#E5E5E5">our obligation to stop Trump that's an</font>

714
00:32:58,109 --> 00:33:02,309
employee question that's not about money

715
00:32:59,909 --> 00:33:03,899
<font color="#CCCCCC">it's what we can do about civilization i</font>

716
00:33:02,309 --> 00:33:06,178
guess<font color="#E5E5E5"> that's probably one of those core</font>

717
00:33:03,899 --> 00:33:08,428
value things<font color="#E5E5E5"> that people just do because</font>

718
00:33:06,179 --> 00:33:10,440
of who they are you know when and when

719
00:33:08,429 --> 00:33:13,169
you look at people running experiments

720
00:33:10,440 --> 00:33:14,909
that's coming out of curiosity<font color="#E5E5E5"> but with</font>

721
00:33:13,169 --> 00:33:16,769
the so<font color="#CCCCCC"> I think</font><font color="#E5E5E5"> we got experiment but the</font>

722
00:33:14,909 --> 00:33:19,049
thing is that it when it's when it's a

723
00:33:16,769 --> 00:33:20,489
private company doing experiments it's<font color="#E5E5E5"> a</font>

724
00:33:19,049 --> 00:33:22,109
kind of a different but<font color="#CCCCCC"> I guess that's</font>

725
00:33:20,489 --> 00:33:23,759
<font color="#CCCCCC">the thing it isn't that</font><font color="#E5E5E5"> people know</font>

726
00:33:22,109 --> 00:33:25,889
about it now<font color="#CCCCCC"> I guess the only other</font>

727
00:33:23,759 --> 00:33:27,570
thing I would mention is back in the day

728
00:33:25,889 --> 00:33:29,879
when we used to have<font color="#E5E5E5"> like comment</font>

729
00:33:27,570 --> 00:33:32,549
sections that were not moderated<font color="#E5E5E5"> not</font>

730
00:33:29,879 --> 00:33:34,079
curated<font color="#E5E5E5"> any of that stuff one of the put</font>

731
00:33:32,549 --> 00:33:37,559
one of<font color="#E5E5E5"> those things that happens a lot</font>

732
00:33:34,079 --> 00:33:40,889
<font color="#CCCCCC">is that</font><font color="#E5E5E5"> you get the trolls types you get</font>

733
00:33:37,559 --> 00:33:43,889
wall-to-wall<font color="#E5E5E5"> shit</font><font color="#CCCCCC"> there's and then</font>

734
00:33:40,889 --> 00:33:45,029
everybody leaves everybody leaves and

735
00:33:43,889 --> 00:33:47,879
<font color="#CCCCCC">you've got</font><font color="#E5E5E5"> nothing</font>

736
00:33:45,029 --> 00:33:49,860
<font color="#E5E5E5">well maybe we do the smaller groups that</font>

737
00:33:47,879 --> 00:33:52,260
it's an interesting question you

738
00:33:49,860 --> 00:33:55,229
<font color="#E5E5E5">and one that</font><font color="#CCCCCC"> I hope people will continue</font>

739
00:33:52,260 --> 00:34:00,629
<font color="#E5E5E5">of what else we could be doing anyway</font>

740
00:33:55,230 --> 00:34:04,230
<font color="#CCCCCC">ok</font>

741
00:34:00,630 --> 00:34:06,059
hi<font color="#E5E5E5"> this is not like really more of a</font>

742
00:34:04,230 --> 00:34:07,950
<font color="#CCCCCC">questions more of a comment</font><font color="#E5E5E5"> and</font><font color="#CCCCCC"> i want</font>

743
00:34:06,059 --> 00:34:10,020
to<font color="#CCCCCC"> live</font><font color="#E5E5E5"> off of what</font><font color="#CCCCCC"> the first</font><font color="#E5E5E5"> man</font><font color="#CCCCCC"> was</font>

744
00:34:07,950 --> 00:34:12,389
<font color="#E5E5E5">speaking about</font><font color="#CCCCCC"> but I want to give more</font>

745
00:34:10,020 --> 00:34:15,239
of a differing<font color="#CCCCCC"> outlook he was</font><font color="#E5E5E5"> saying</font>

746
00:34:12,389 --> 00:34:17,010
that maybe if you do follow<font color="#E5E5E5"> conservative</font>

747
00:34:15,239 --> 00:34:19,618
pages things like that maybe you<font color="#CCCCCC"> do get</font>

748
00:34:17,010 --> 00:34:22,560
different search results and<font color="#CCCCCC"> I</font><font color="#E5E5E5"> myself</font><font color="#CCCCCC"> I</font>

749
00:34:19,619 --> 00:34:25,080
support<font color="#E5E5E5"> down from</font><font color="#CCCCCC"> I follow the GOP on</font>

750
00:34:22,560 --> 00:34:26,310
Twitter Trump and the other candidates

751
00:34:25,080 --> 00:34:29,909
when they were still competing in the

752
00:34:26,310 --> 00:34:31,500
primaries and<font color="#CCCCCC"> I might has tagged the</font>

753
00:34:29,909 --> 00:34:35,310
trends<font color="#E5E5E5"> everything is still filled with</font>

754
00:34:31,500 --> 00:34:37,500
<font color="#E5E5E5">Trump hate things like that and so I</font>

755
00:34:35,310 --> 00:34:38,969
really and<font color="#E5E5E5"> I get Hillary</font><font color="#CCCCCC"> adds all the</font>

756
00:34:37,500 --> 00:34:40,918
time<font color="#CCCCCC"> I really</font><font color="#E5E5E5"> don't think has anything</font>

757
00:34:38,969 --> 00:34:42,899
to do with who you follow<font color="#E5E5E5"> or what you</font>

758
00:34:40,918 --> 00:34:45,868
say<font color="#CCCCCC"> cuz i'm always tweeting pro</font>

759
00:34:42,899 --> 00:34:48,960
<font color="#E5E5E5">conservative things out on</font><font color="#CCCCCC"> Twitter arm</font>

760
00:34:45,869 --> 00:34:50,879
<font color="#E5E5E5">and</font><font color="#CCCCCC"> I think that even if it was based</font>

761
00:34:48,960 --> 00:34:53,730
off of a majority of what people

762
00:34:50,879 --> 00:34:56,639
<font color="#E5E5E5">treating about</font><font color="#CCCCCC"> I still</font><font color="#E5E5E5"> think</font><font color="#CCCCCC"> I disagree</font>

763
00:34:53,730 --> 00:34:58,350
because<font color="#CCCCCC"> I</font><font color="#E5E5E5"> don't think if Trump would</font>

764
00:34:56,639 --> 00:35:00,090
have won the primaries<font color="#E5E5E5"> by such a</font>

765
00:34:58,350 --> 00:35:00,900
landslide he obviously has such a large

766
00:35:00,090 --> 00:35:02,580
following

767
00:35:00,900 --> 00:35:04,140
and<font color="#CCCCCC"> I don't think that</font><font color="#E5E5E5"> the majority of</font>

768
00:35:02,580 --> 00:35:05,819
people tweeting would always be tweeting

769
00:35:04,140 --> 00:35:08,400
such awful things about him

770
00:35:05,820 --> 00:35:11,130
<font color="#CCCCCC">I like</font><font color="#E5E5E5"> I barely ever see if I've ever</font>

771
00:35:08,400 --> 00:35:14,670
seen a positive<font color="#E5E5E5"> hashtag about him and</font>

772
00:35:11,130 --> 00:35:18,330
the trends<font color="#CCCCCC"> so i really</font><font color="#E5E5E5"> do think that the</font>

773
00:35:14,670 --> 00:35:20,400
large social medias<font color="#E5E5E5"> are trying to turn</font>

774
00:35:18,330 --> 00:35:23,549
people<font color="#E5E5E5"> left-leaning that's my opinion</font>

775
00:35:20,400 --> 00:35:26,220
twitter in particular<font color="#E5E5E5"> there's more</font>

776
00:35:23,550 --> 00:35:28,530
evidence that there is an anti

777
00:35:26,220 --> 00:35:31,230
conservative bias<font color="#E5E5E5"> and that shows up</font>

778
00:35:28,530 --> 00:35:33,869
primarily and who they choose to ban and

779
00:35:31,230 --> 00:35:36,359
I'm certainly not defending that because

780
00:35:33,869 --> 00:35:40,290
the<font color="#CCCCCC"> band people who are trolling people</font>

781
00:35:36,359 --> 00:35:42,270
but<font color="#CCCCCC"> I would argue that I haven't</font><font color="#E5E5E5"> seen</font>

782
00:35:40,290 --> 00:35:46,410
the same number of bands on the other

783
00:35:42,270 --> 00:35:48,240
side<font color="#CCCCCC"> who uh in in other social media</font>

784
00:35:46,410 --> 00:35:54,509
<font color="#E5E5E5">organizations like I believe personally</font>

785
00:35:48,240 --> 00:35:56,100
that<font color="#E5E5E5"> that's less clear but</font><font color="#CCCCCC"> there I i do</font>

786
00:35:54,510 --> 00:36:00,690
believe<font color="#E5E5E5"> that there are legitimate</font>

787
00:35:56,100 --> 00:36:02,700
concerns about bias at twitter twitter

788
00:36:00,690 --> 00:36:04,710
<font color="#E5E5E5">has made less statements</font><font color="#CCCCCC"> and facebook</font>

789
00:36:02,700 --> 00:36:06,660
about being neutral<font color="#E5E5E5"> and if</font><font color="#CCCCCC"> I could just</font>

790
00:36:04,710 --> 00:36:09,780
like the the<font color="#E5E5E5"> trouble yourself campaign</font>

791
00:36:06,660 --> 00:36:12,390
that<font color="#CCCCCC"> Hillary Clinton started on if you</font>

792
00:36:09,780 --> 00:36:15,300
actually go to our website and look in

793
00:36:12,390 --> 00:36:19,200
that thing that she just started it says

794
00:36:15,300 --> 00:36:22,740
how he doesn't want to support<font color="#E5E5E5"> lesbian</font>

795
00:36:19,200 --> 00:36:24,750
and gay marriage<font color="#E5E5E5"> but like I've seen him</font>

796
00:36:22,740 --> 00:36:26,129
speak live in<font color="#CCCCCC"> species board he said that</font>

797
00:36:24,750 --> 00:36:28,950
he wants to protect people like that

798
00:36:26,130 --> 00:36:31,020
from hateful ideologies<font color="#E5E5E5"> far an ideology</font>

799
00:36:28,950 --> 00:36:34,259
is not domestic<font color="#E5E5E5"> even</font><font color="#CCCCCC"> foreign they're</font>

800
00:36:31,020 --> 00:36:35,849
such a large number of people outside

801
00:36:34,260 --> 00:36:38,339
the<font color="#E5E5E5"> united states that still have such</font>

802
00:36:35,849 --> 00:36:41,790
barbaric<font color="#CCCCCC"> points of views</font><font color="#E5E5E5"> calling those</font>

803
00:36:38,339 --> 00:36:45,180
ideals for you know that ideas of the

804
00:36:41,790 --> 00:36:48,810
domestic<font color="#CCCCCC"> for as it for</font><font color="#E5E5E5"> in</font><font color="#CCCCCC"> themselves</font>

805
00:36:45,180 --> 00:36:50,790
well we should probably move to next

806
00:36:48,810 --> 00:36:54,390
question last week<font color="#E5E5E5"> unless we get off</font>

807
00:36:50,790 --> 00:36:56,369
track<font color="#E5E5E5"> but it's helpful to hear that</font><font color="#CCCCCC"> your</font>

808
00:36:54,390 --> 00:36:57,960
trends don't seem to reflect your

809
00:36:56,369 --> 00:37:03,240
ideology that's helpful

810
00:36:57,960 --> 00:37:05,369
<font color="#CCCCCC">um I don't know</font><font color="#E5E5E5"> that until this current</font>

811
00:37:03,240 --> 00:37:07,259
careful with the<font color="#CCCCCC"> facebooks trending news</font>

812
00:37:05,369 --> 00:37:11,280
stories that either facebook or twitter

813
00:37:07,260 --> 00:37:13,770
or any of these companies<font color="#CCCCCC"> a professed</font>

814
00:37:11,280 --> 00:37:17,099
that<font color="#CCCCCC"> there</font><font color="#E5E5E5"> or like really made a big</font>

815
00:37:13,770 --> 00:37:18,329
deal out of like the neutrality of the

816
00:37:17,099 --> 00:37:21,060
topics that<font color="#E5E5E5"> they're showing in</font><font color="#CCCCCC"> there</font>

817
00:37:18,329 --> 00:37:22,680
trending sections right<font color="#E5E5E5"> already wasn't</font>

818
00:37:21,060 --> 00:37:28,078
as important when there is less curation

819
00:37:22,680 --> 00:37:30,569
<font color="#E5E5E5">well but</font><font color="#CCCCCC"> i think i'm a i</font><font color="#E5E5E5"> think that what</font>

820
00:37:28,079 --> 00:37:32,460
people often mistook for what people are

821
00:37:30,569 --> 00:37:35,970
mistaking for neutrality is like oh

822
00:37:32,460 --> 00:37:38,730
that's<font color="#E5E5E5"> 100% algorithm powered</font><font color="#CCCCCC"> no human</font>

823
00:37:35,970 --> 00:37:42,779
ever touches it<font color="#E5E5E5"> and</font><font color="#CCCCCC"> I think that</font><font color="#E5E5E5"> you</font>

824
00:37:38,730 --> 00:37:44,579
would be really every<font color="#E5E5E5"> yes that's very</font>

825
00:37:42,780 --> 00:37:46,920
<font color="#E5E5E5">naive</font><font color="#CCCCCC"> i mean i think that</font><font color="#E5E5E5"> you would be</font>

826
00:37:44,579 --> 00:37:48,450
incredibly<font color="#E5E5E5"> as everyone was surprised</font>

827
00:37:46,920 --> 00:37:50,819
that<font color="#CCCCCC"> Facebook has dozens of people</font>

828
00:37:48,450 --> 00:37:52,140
working around the clock to like look at

829
00:37:50,819 --> 00:37:54,089
the stuff that's coming through the

830
00:37:52,140 --> 00:38:01,920
algorithms and sort it all out and like

831
00:37:54,089 --> 00:38:03,480
make it not totally garbage like all of

832
00:38:01,920 --> 00:38:08,160
these companies have staffs of those

833
00:38:03,480 --> 00:38:11,339
people<font color="#CCCCCC"> i think that the idea that an</font>

834
00:38:08,160 --> 00:38:15,730
algorithm is like has no bias because

835
00:38:11,339 --> 00:38:19,180
<font color="#CCCCCC">its computer powered is like</font>

836
00:38:15,730 --> 00:38:22,359
<font color="#E5E5E5">well but I mean but that</font><font color="#CCCCCC"> it's</font><font color="#E5E5E5"> an</font>

837
00:38:19,180 --> 00:38:24,549
algorithm that<font color="#CCCCCC"> it's I wouldn't</font><font color="#E5E5E5"> say it's</font>

838
00:38:22,359 --> 00:38:25,869
naive because in the facebook<font color="#E5E5E5"> help</font>

839
00:38:24,550 --> 00:38:27,640
<font color="#E5E5E5">section</font>

840
00:38:25,869 --> 00:38:30,730
here's the question how does<font color="#CCCCCC"> facebook</font>

841
00:38:27,640 --> 00:38:32,560
<font color="#E5E5E5">determine topics and</font><font color="#CCCCCC"> these sure</font><font color="#E5E5E5"> you're</font>

842
00:38:30,730 --> 00:38:34,810
<font color="#E5E5E5">gonna die today they don't mention</font>

843
00:38:32,560 --> 00:38:37,029
anything about it being an algorithm or

844
00:38:34,810 --> 00:38:38,830
it being curated at all right<font color="#CCCCCC"> and most</font>

845
00:38:37,030 --> 00:38:40,450
<font color="#E5E5E5">people aren't going to read through this</font>

846
00:38:38,830 --> 00:38:42,279
to<font color="#CCCCCC"> cash or they're</font><font color="#E5E5E5"> trying to focus on</font>

847
00:38:40,450 --> 00:38:44,439
their lives<font color="#E5E5E5"> and they're not necessarily</font>

848
00:38:42,280 --> 00:38:47,260
diving in sharpie

849
00:38:44,440 --> 00:38:49,750
<font color="#E5E5E5">I'm just telling you that like</font><font color="#CCCCCC"> I don't I</font>

850
00:38:47,260 --> 00:38:52,960
don't<font color="#E5E5E5"> want to live</font><font color="#CCCCCC"> in a world in 2016</font>

851
00:38:49,750 --> 00:38:55,720
<font color="#CCCCCC">where an algorithm a</font><font color="#E5E5E5"> pure algorithm with</font>

852
00:38:52,960 --> 00:38:57,250
no human oversight whatsoever is

853
00:38:55,720 --> 00:38:58,810
controlling everything that comes

854
00:38:57,250 --> 00:39:00,640
through my social media feeds because

855
00:38:58,810 --> 00:39:03,130
like who wrote the algorithm some

856
00:39:00,640 --> 00:39:05,589
squishy human with biases wrote that<font color="#E5E5E5"> too</font>

857
00:39:03,130 --> 00:39:07,270
<font color="#CCCCCC">and</font><font color="#E5E5E5"> you know what there's like much less</font>

858
00:39:05,590 --> 00:39:11,530
diversity of like thought and opinion

859
00:39:07,270 --> 00:39:13,180
<font color="#E5E5E5">and like background in those algorithm</font>

860
00:39:11,530 --> 00:39:15,880
<font color="#E5E5E5">writers then there are amongst the</font>

861
00:39:13,180 --> 00:39:17,649
editors and people who are like going

862
00:39:15,880 --> 00:39:22,119
through and picking out the trends and

863
00:39:17,650 --> 00:39:24,850
whatever<font color="#E5E5E5"> and that might be one of the</font>

864
00:39:22,119 --> 00:39:27,910
reasons why no one likes to talk about

865
00:39:24,850 --> 00:39:29,200
yeah i mean like that might be one of

866
00:39:27,910 --> 00:39:31,480
the reasons that no one likes to talk

867
00:39:29,200 --> 00:39:34,060
about the fact that their technology is

868
00:39:31,480 --> 00:39:36,400
not a hundred percent perfect and still

869
00:39:34,060 --> 00:39:38,470
turns up regular garbage<font color="#CCCCCC"> if you</font><font color="#E5E5E5"> look at</font>

870
00:39:36,400 --> 00:39:42,730
what is the most popular on any social

871
00:39:38,470 --> 00:39:45,730
network<font color="#CCCCCC"> i</font><font color="#E5E5E5"> guarantee you it is gar bitch</font>

872
00:39:42,730 --> 00:39:47,350
yeah that's a good point<font color="#E5E5E5"> we need the</font>

873
00:39:45,730 --> 00:39:50,080
<font color="#E5E5E5">curators</font><font color="#CCCCCC"> we do</font>

874
00:39:47,350 --> 00:39:52,660
<font color="#E5E5E5">that's a good point hello first of all</font>

875
00:39:50,080 --> 00:39:54,130
before<font color="#CCCCCC"> i get to my</font><font color="#E5E5E5"> point</font><font color="#CCCCCC"> i want to</font>

876
00:39:52,660 --> 00:39:56,379
<font color="#CCCCCC">commit</font><font color="#E5E5E5"> you</font><font color="#CCCCCC"> for saying that</font>

877
00:39:54,130 --> 00:39:57,730
<font color="#E5E5E5">overall people should be able to have</font>

878
00:39:56,380 --> 00:39:59,680
different political views without

879
00:39:57,730 --> 00:40:01,150
jumping on each other and getting all

880
00:39:59,680 --> 00:40:03,700
crazy<font color="#CCCCCC"> whether you're for</font><font color="#E5E5E5"> Trump Hillary</font>

881
00:40:01,150 --> 00:40:09,280
<font color="#E5E5E5">whoever</font><font color="#CCCCCC"> thank</font><font color="#E5E5E5"> you yeah that's just</font>

882
00:40:03,700 --> 00:40:11,710
<font color="#E5E5E5">unfair you know</font><font color="#CCCCCC"> i'm a registered</font><font color="#E5E5E5"> into</font>

883
00:40:09,280 --> 00:40:13,180
<font color="#CCCCCC">and you're</font><font color="#E5E5E5"> very patient with the first</font>

884
00:40:11,710 --> 00:40:15,940
guy by the way<font color="#E5E5E5"> to I commend you for that</font>

885
00:40:13,180 --> 00:40:18,190
but<font color="#CCCCCC"> I'm registered independent and you</font>

886
00:40:15,940 --> 00:40:20,230
know I don't follow parties<font color="#CCCCCC"> i kinda go</font>

887
00:40:18,190 --> 00:40:24,280
with who<font color="#CCCCCC"> I like at the time you know</font>

888
00:40:20,230 --> 00:40:27,970
<font color="#CCCCCC">concerns the country at the time but you</font>

889
00:40:24,280 --> 00:40:30,400
know<font color="#CCCCCC"> I signed on LOL i still have a well</font>

890
00:40:27,970 --> 00:40:32,980
<font color="#E5E5E5">and</font><font color="#CCCCCC"> there's a giant picture Hillary time</font>

891
00:40:30,400 --> 00:40:35,110
with her and<font color="#E5E5E5"> I don't get that's their</font>

892
00:40:32,980 --> 00:40:37,630
right to do it<font color="#CCCCCC"> i get on facebook and I</font>

893
00:40:35,110 --> 00:40:39,400
have you know<font color="#CCCCCC"> i know my feet I get my</font>

894
00:40:37,630 --> 00:40:42,370
friends and things were into movies and

895
00:40:39,400 --> 00:40:46,330
stuff<font color="#E5E5E5"> but the sides are inundated with</font>

896
00:40:42,370 --> 00:40:49,450
you know since reflect you<font color="#E5E5E5"> it doesn't</font>

897
00:40:46,330 --> 00:40:51,549
<font color="#E5E5E5">reflect me so obviously they're not it's</font>

898
00:40:49,450 --> 00:40:53,740
not being<font color="#E5E5E5"> catered to me so it's not</font>

899
00:40:51,550 --> 00:40:55,990
being catered to me what why is it all

900
00:40:53,740 --> 00:40:58,450
<font color="#E5E5E5">stupid things like</font><font color="#CCCCCC"> Laura Ingraham</font><font color="#E5E5E5"> giving</font>

901
00:40:55,990 --> 00:41:01,270
his<font color="#CCCCCC"> Nazi salute you know Republicans</font>

902
00:40:58,450 --> 00:41:02,620
must be racist or you know or even you

903
00:41:01,270 --> 00:41:04,870
know even when you get stuff about the

904
00:41:02,620 --> 00:41:07,390
<font color="#CCCCCC">Democrats are Hillary's</font><font color="#E5E5E5"> you know jacket</font>

905
00:41:04,870 --> 00:41:10,569
<font color="#CCCCCC">cost six thousand dollars it's just</font>

906
00:41:07,390 --> 00:41:12,759
stupidity<font color="#E5E5E5"> and</font><font color="#CCCCCC"> I think it it wasn't</font>

907
00:41:10,570 --> 00:41:14,980
fabulous it was like<font color="#E5E5E5"> it looked like</font>

908
00:41:12,760 --> 00:41:17,230
<font color="#CCCCCC">mount state owns a jacket back in the</font>

909
00:41:14,980 --> 00:41:19,690
<font color="#CCCCCC">day it's what the curators seems to be</font>

910
00:41:17,230 --> 00:41:21,820
newsworthy<font color="#CCCCCC"> what</font><font color="#E5E5E5"> is</font><font color="#CCCCCC"> what I look at that</font>

911
00:41:19,690 --> 00:41:24,310
<font color="#CCCCCC">don't I see like like facebook like you</font>

912
00:41:21,820 --> 00:41:25,900
know if<font color="#E5E5E5"> you're if you're an adult who is</font>

913
00:41:24,310 --> 00:41:28,240
smart enough to like you know not be

914
00:41:25,900 --> 00:41:30,400
affected by what facebook tells you what

915
00:41:28,240 --> 00:41:33,850
about the youth<font color="#CCCCCC"> you know I</font><font color="#E5E5E5"> think in</font>

916
00:41:30,400 --> 00:41:36,850
general in the media music<font color="#E5E5E5"> all facets</font>

917
00:41:33,850 --> 00:41:39,970
there's a certain slant to<font color="#E5E5E5"> one party</font>

918
00:41:36,850 --> 00:41:41,710
compared to another and you know the

919
00:41:39,970 --> 00:41:44,529
slant is<font color="#E5E5E5"> kind of fortified with that</font>

920
00:41:41,710 --> 00:41:46,750
notion that well if you follow<font color="#E5E5E5"> Trump you</font>

921
00:41:44,530 --> 00:41:49,090
must you know be against gays you must

922
00:41:46,750 --> 00:41:51,310
be against african-americans<font color="#E5E5E5"> and I think</font>

923
00:41:49,090 --> 00:41:54,880
that<font color="#CCCCCC"> is</font><font color="#E5E5E5"> that kind of it kind of like</font>

924
00:41:51,310 --> 00:41:56,259
<font color="#CCCCCC">subliminally or</font><font color="#E5E5E5"> subconsciously sustains</font>

925
00:41:54,880 --> 00:41:58,480
that<font color="#E5E5E5"> kind of schism that we have</font><font color="#CCCCCC"> going</font>

926
00:41:56,260 --> 00:42:00,340
<font color="#E5E5E5">on now</font><font color="#CCCCCC"> it doesn't do any good so whether</font>

927
00:41:58,480 --> 00:42:02,590
it's<font color="#E5E5E5"> going to help Trump or</font><font color="#CCCCCC"> help Hillary</font>

928
00:42:00,340 --> 00:42:04,450
in general you know it's<font color="#E5E5E5"> their right to</font>

929
00:42:02,590 --> 00:42:07,180
do it but it's just it's troublesome

930
00:42:04,450 --> 00:42:09,069
<font color="#E5E5E5">it's concerning</font><font color="#CCCCCC"> maybe it's hurting us in</font>

931
00:42:07,180 --> 00:42:11,200
terms of our stereotypes of each other<font color="#CCCCCC"> I</font>

932
00:42:09,070 --> 00:42:12,610
<font color="#E5E5E5">definitely think so</font><font color="#CCCCCC"> cuz I you know</font><font color="#E5E5E5"> I</font>

933
00:42:11,200 --> 00:42:14,890
can't<font color="#E5E5E5"> wait</font><font color="#CCCCCC"> till this</font><font color="#E5E5E5"> election is over</font>

934
00:42:12,610 --> 00:42:16,210
just because my friends

935
00:42:14,890 --> 00:42:20,029
it's like everybody's hating each other

936
00:42:16,210 --> 00:42:24,770
<font color="#CCCCCC">well thank you thank you</font><font color="#E5E5E5"> very much</font>

937
00:42:20,030 --> 00:42:26,030
<font color="#CCCCCC">I thanks for</font><font color="#E5E5E5"> talking</font><font color="#CCCCCC"> i'm just wondering</font>

938
00:42:24,770 --> 00:42:27,050
you talked a little about the

939
00:42:26,030 --> 00:42:28,160
<font color="#CCCCCC">peer-to-peer</font><font color="#E5E5E5"> thing and</font><font color="#CCCCCC"> I know that</font><font color="#E5E5E5"> was</font>

940
00:42:27,050 --> 00:42:29,720
kind of touched on with the filter

941
00:42:28,160 --> 00:42:31,040
bubble<font color="#E5E5E5"> thing</font><font color="#CCCCCC"> i'm just wondering if you</font>

942
00:42:29,720 --> 00:42:33,020
thought more<font color="#E5E5E5"> if there's any like</font><font color="#CCCCCC"> way of</font>

943
00:42:31,040 --> 00:42:35,090
sort of getting the critical mass for an

944
00:42:33,020 --> 00:42:36,440
alternative to<font color="#CCCCCC"> a decent return to</font>

945
00:42:35,090 --> 00:42:38,270
<font color="#E5E5E5">facebook or do you think that's just</font>

946
00:42:36,440 --> 00:42:40,580
sort of<font color="#E5E5E5"> too difficult to the only thing</font>

947
00:42:38,270 --> 00:42:42,290
we can do is to just put pressure on

948
00:42:40,580 --> 00:42:43,880
<font color="#CCCCCC">facebook</font><font color="#E5E5E5"> and</font><font color="#CCCCCC"> twitter to improve and I</font>

949
00:42:42,290 --> 00:42:45,890
don't want to say it's too difficult<font color="#CCCCCC"> I</font>

950
00:42:43,880 --> 00:42:47,900
think<font color="#CCCCCC"> that</font><font color="#E5E5E5"> it's absolutely</font><font color="#CCCCCC"> worthwhile</font>

951
00:42:45,890 --> 00:42:50,359
so the<font color="#CCCCCC"> aspirant tried it and isn't</font><font color="#E5E5E5"> doing</font>

952
00:42:47,900 --> 00:42:52,460
all that well<font color="#CCCCCC"> well you know it and I was</font>

953
00:42:50,360 --> 00:42:55,070
<font color="#CCCCCC">making social apps for a long time</font><font color="#E5E5E5"> I</font>

954
00:42:52,460 --> 00:42:57,710
stopped<font color="#E5E5E5"> and and but the reason why</font><font color="#CCCCCC"> I did</font>

955
00:42:55,070 --> 00:43:00,110
it<font color="#E5E5E5"> was because I thought you could get</font>

956
00:42:57,710 --> 00:43:01,730
new companies and new social networks

957
00:43:00,110 --> 00:43:04,670
off the ground and<font color="#CCCCCC"> i still</font><font color="#E5E5E5"> believe</font><font color="#CCCCCC"> that</font>

958
00:43:01,730 --> 00:43:07,700
we can<font color="#E5E5E5"> it just it's a really big</font>

959
00:43:04,670 --> 00:43:12,170
endeavor you have to find some way to

960
00:43:07,700 --> 00:43:14,120
get so many people on it<font color="#E5E5E5"> right like if</font>

961
00:43:12,170 --> 00:43:16,640
you really<font color="#E5E5E5"> want it to take off and</font>

962
00:43:14,120 --> 00:43:20,420
<font color="#CCCCCC">sustained as a platform it has to be</font>

963
00:43:16,640 --> 00:43:23,450
appealing to a wide group of people and

964
00:43:20,420 --> 00:43:27,170
that's tough<font color="#E5E5E5"> but</font><font color="#CCCCCC"> I think that we may get</font>

965
00:43:23,450 --> 00:43:28,640
<font color="#CCCCCC">their Google+ and how am</font><font color="#E5E5E5"> I</font><font color="#CCCCCC"> gonna do I i</font>

966
00:43:27,170 --> 00:43:31,460
think that's the challenge right because

967
00:43:28,640 --> 00:43:34,250
<font color="#CCCCCC">I'm so many people here at Hope</font><font color="#E5E5E5"> have the</font>

968
00:43:31,460 --> 00:43:36,230
technical ability and and those

969
00:43:34,250 --> 00:43:38,390
platforms<font color="#E5E5E5"> in the open source code to</font>

970
00:43:36,230 --> 00:43:41,090
build them that's already out there

971
00:43:38,390 --> 00:43:44,390
the tricky<font color="#CCCCCC"> pieces like how do we make it</font>

972
00:43:41,090 --> 00:43:46,670
<font color="#E5E5E5">stick so we can have something that's</font>

973
00:43:44,390 --> 00:43:49,009
more ours and and it's a really hard

974
00:43:46,670 --> 00:43:52,310
problem but i do think that we could get

975
00:43:49,010 --> 00:43:54,020
there<font color="#E5E5E5"> you know I really do and things</font>

976
00:43:52,310 --> 00:43:55,160
are changing very fast look at the world

977
00:43:54,020 --> 00:43:56,870
<font color="#CCCCCC">look at the things that you never</font>

978
00:43:55,160 --> 00:43:58,490
thought would have happened<font color="#CCCCCC"> we can for</font>

979
00:43:56,870 --> 00:44:02,089
sure make a new social network<font color="#CCCCCC"> i'm not</font>

980
00:43:58,490 --> 00:44:05,959
sure how<font color="#CCCCCC"> just yet but I think that's</font>

981
00:44:02,090 --> 00:44:08,570
absolutely a worthwhile topic for us to

982
00:44:05,960 --> 00:44:10,820
keep<font color="#CCCCCC"> noodling on</font><font color="#E5E5E5"> and</font><font color="#CCCCCC"> i have to believe</font>

983
00:44:08,570 --> 00:44:12,320
it's possible<font color="#CCCCCC"> you know I like to think</font>

984
00:44:10,820 --> 00:44:14,210
that the<font color="#CCCCCC"> future's going</font><font color="#E5E5E5"> to do you think</font>

985
00:44:12,320 --> 00:44:15,500
we can go<font color="#CCCCCC"> to</font><font color="#E5E5E5"> another one that's not just</font>

986
00:44:14,210 --> 00:44:17,990
like that doesn't just become another

987
00:44:15,500 --> 00:44:19,790
corporate<font color="#CCCCCC"> facebook and twitter and let</font>

988
00:44:17,990 --> 00:44:21,560
<font color="#CCCCCC">ya</font><font color="#E5E5E5"> like building a decentralized</font>

989
00:44:19,790 --> 00:44:24,410
building like another corporate one is

990
00:44:21,560 --> 00:44:27,320
<font color="#CCCCCC">no can't ya because</font><font color="#E5E5E5"> that the thing is</font>

991
00:44:24,410 --> 00:44:29,230
you look at<font color="#CCCCCC"> google rate</font><font color="#E5E5E5"> this is actually</font>

992
00:44:27,320 --> 00:44:31,869
really important to<font color="#CCCCCC"> me</font>

993
00:44:29,230 --> 00:44:35,200
our<font color="#E5E5E5"> diocese</font><font color="#CCCCCC"> what if so you remember the</font>

994
00:44:31,869 --> 00:44:38,410
<font color="#CCCCCC">Kickstarter maybe hopefully it was a</font>

995
00:44:35,200 --> 00:44:41,500
<font color="#CCCCCC">while ago</font><font color="#E5E5E5"> about dice para</font><font color="#CCCCCC"> they built a</font>

996
00:44:38,410 --> 00:44:42,700
<font color="#CCCCCC">centralized showing that morning I mean</font>

997
00:44:41,500 --> 00:44:46,869
they feel that they built it but did

998
00:44:42,700 --> 00:44:48,640
anybody come<font color="#CCCCCC"> but there are people on</font>

999
00:44:46,869 --> 00:44:51,700
even<font color="#E5E5E5"> though</font><font color="#CCCCCC"> I killed himself</font>

1000
00:44:48,640 --> 00:44:54,670
<font color="#CCCCCC">oh I would</font><font color="#E5E5E5"> argue this about what we</font>

1001
00:44:51,700 --> 00:44:58,029
could do<font color="#CCCCCC"> if you</font><font color="#E5E5E5"> look at</font><font color="#CCCCCC"> google google</font>

1002
00:44:54,670 --> 00:44:59,830
<font color="#E5E5E5">became evil you could argue</font><font color="#CCCCCC"> it certainly</font>

1003
00:44:58,030 --> 00:45:03,100
<font color="#E5E5E5">created problems that it didn't</font>

1004
00:44:59,830 --> 00:45:05,020
anticipate<font color="#CCCCCC"> the google</font><font color="#E5E5E5"> solve many of the</font>

1005
00:45:03,100 --> 00:45:07,390
<font color="#E5E5E5">problems</font><font color="#CCCCCC"> we wanted to solve in the early</font>

1006
00:45:05,020 --> 00:45:09,580
days in terms of like what a work

1007
00:45:07,390 --> 00:45:12,910
environment could be like what what

1008
00:45:09,580 --> 00:45:16,180
<font color="#CCCCCC">google did so many wonderful things</font><font color="#E5E5E5"> they</font>

1009
00:45:12,910 --> 00:45:17,770
just<font color="#E5E5E5"> they didn't foresee the dark side</font>

1010
00:45:16,180 --> 00:45:19,868
<font color="#CCCCCC">and I</font><font color="#E5E5E5"> think that's what we can do</font><font color="#CCCCCC"> I</font>

1011
00:45:17,770 --> 00:45:21,550
think we can solve this and we're gonna

1012
00:45:19,869 --> 00:45:24,100
mess up in some way that we<font color="#E5E5E5"> won't</font>

1013
00:45:21,550 --> 00:45:27,010
<font color="#CCCCCC">foresee</font><font color="#E5E5E5"> but it's still like a process of</font>

1014
00:45:24,100 --> 00:45:29,410
evolution and things get better<font color="#E5E5E5"> so like</font>

1015
00:45:27,010 --> 00:45:31,750
<font color="#E5E5E5">I'm down for that</font><font color="#CCCCCC"> i'm down for us to</font>

1016
00:45:29,410 --> 00:45:33,100
solve this problem<font color="#E5E5E5"> unintentionally</font>

1017
00:45:31,750 --> 00:45:34,600
create something that we can foresee

1018
00:45:33,100 --> 00:45:40,060
because it didn't exist yet

1019
00:45:34,600 --> 00:45:43,990
<font color="#E5E5E5">and then it keeps going</font>

1020
00:45:40,060 --> 00:45:45,880
so<font color="#CCCCCC"> like also like other things that they</font>

1021
00:45:43,990 --> 00:45:48,100
do that<font color="#E5E5E5"> really</font><font color="#CCCCCC"> got is google Summer of</font>

1022
00:45:45,880 --> 00:45:49,720
<font color="#CCCCCC">Code</font><font color="#E5E5E5"> what gets college student</font>

1023
00:45:48,100 --> 00:45:52,359
yeah and then they have<font color="#E5E5E5"> google</font><font color="#CCCCCC"> code in</font>

1024
00:45:49,720 --> 00:45:54,100
<font color="#E5E5E5">which actually gets</font><font color="#CCCCCC"> a doula it reaches</font>

1025
00:45:52,359 --> 00:45:57,940
out to<font color="#E5E5E5"> middle school to high school</font>

1026
00:45:54,100 --> 00:45:59,770
students<font color="#CCCCCC"> have been thinking get any</font><font color="#E5E5E5"> car</font>

1027
00:45:57,940 --> 00:46:02,350
so<font color="#E5E5E5"> yeah you want to change the way</font>

1028
00:45:59,770 --> 00:46:04,330
<font color="#CCCCCC">Google and Facebook</font><font color="#E5E5E5"> do their algorithms</font>

1029
00:46:02,350 --> 00:46:07,660
<font color="#CCCCCC">I have a very</font><font color="#E5E5E5"> simple solution</font><font color="#CCCCCC"> you know</font>

1030
00:46:04,330 --> 00:46:10,270
go work for them they're hiring<font color="#CCCCCC"> both of</font>

1031
00:46:07,660 --> 00:46:19,779
them as the<font color="#CCCCCC"> street I think</font><font color="#E5E5E5"> although they</font>

1032
00:46:10,270 --> 00:46:21,280
get no no no<font color="#E5E5E5"> no that that is you</font>

1033
00:46:19,780 --> 00:46:24,490
obviously<font color="#CCCCCC"> were</font><font color="#E5E5E5"> not</font><font color="#CCCCCC"> on the</font><font color="#E5E5E5"> debate team</font>

1034
00:46:21,280 --> 00:46:25,930
<font color="#E5E5E5">that was an idiotic remark</font><font color="#CCCCCC"> if you want</font>

1035
00:46:24,490 --> 00:46:31,600
to counter<font color="#E5E5E5"> your welcome to come up to</font>

1036
00:46:25,930 --> 00:46:33,520
the mic so<font color="#CCCCCC"> i</font><font color="#E5E5E5"> challenge</font><font color="#CCCCCC"> I want to</font>

1037
00:46:31,600 --> 00:46:38,710
challenge the original assumption that

1038
00:46:33,520 --> 00:46:41,530
<font color="#CCCCCC">facebook even has a responsibility or</font><font color="#E5E5E5"> we</font>

1039
00:46:38,710 --> 00:46:42,789
even have a<font color="#E5E5E5"> the right to demand of them</font>

1040
00:46:41,530 --> 00:46:44,650
to be neutral

1041
00:46:42,789 --> 00:46:46,419
<font color="#E5E5E5">you know you look at things that are</font>

1042
00:46:44,650 --> 00:46:48,130
supposed to be neutral because<font color="#CCCCCC"> their</font>

1043
00:46:46,419 --> 00:46:49,989
<font color="#CCCCCC">journal that</font><font color="#E5E5E5"> they claim to be</font>

1044
00:46:48,130 --> 00:46:52,869
<font color="#CCCCCC">generalists</font><font color="#E5E5E5"> organizations like folks</font>

1045
00:46:49,989 --> 00:46:55,329
<font color="#CCCCCC">news who are anything but no they do is</font>

1046
00:46:52,869 --> 00:46:58,779
promote hatred and nobody's actually

1047
00:46:55,329 --> 00:47:02,049
<font color="#E5E5E5">taking them up to the task</font><font color="#CCCCCC"> so why</font><font color="#E5E5E5"> should</font>

1048
00:46:58,779 --> 00:47:06,369
somebody who doesn't even have the<font color="#CCCCCC"> UH</font>

1049
00:47:02,049 --> 00:47:09,069
the the<font color="#CCCCCC"> uh I would be more comfortable</font>

1050
00:47:06,369 --> 00:47:11,829
<font color="#CCCCCC">at Facebook admitted any bias that it</font>

1051
00:47:09,069 --> 00:47:14,859
has that's my point but<font color="#E5E5E5"> but</font><font color="#CCCCCC"> don't</font><font color="#E5E5E5"> but</font><font color="#CCCCCC"> is</font>

1052
00:47:11,829 --> 00:47:16,839
why is your comfort even consider why

1053
00:47:14,859 --> 00:47:19,119
should your comfort<font color="#CCCCCC"> be a consideration</font>

1054
00:47:16,839 --> 00:47:21,640
<font color="#E5E5E5">for facebook</font><font color="#CCCCCC"> if you don't like Facebook</font>

1055
00:47:19,119 --> 00:47:24,249
<font color="#E5E5E5">do what the the previous speaker said</font>

1056
00:47:21,640 --> 00:47:24,669
don't be on<font color="#E5E5E5"> Facebook and you know you</font>

1057
00:47:24,249 --> 00:47:26,979
can

1058
00:47:24,669 --> 00:47:30,519
there<font color="#E5E5E5"> is life outside of</font><font color="#CCCCCC"> facebook fair</font>

1059
00:47:26,979 --> 00:47:33,009
enough next question

1060
00:47:30,519 --> 00:47:34,089
so<font color="#CCCCCC"> where I I've been thinking</font><font color="#E5E5E5"> about this</font>

1061
00:47:33,009 --> 00:47:35,439
<font color="#E5E5E5">a little bit and hearing about</font><font color="#CCCCCC"> all the</font>

1062
00:47:34,089 --> 00:47:37,869
<font color="#CCCCCC">curfuffle and it</font><font color="#E5E5E5"> seemed like a lot of</font>

1063
00:47:35,439 --> 00:47:39,578
people that<font color="#CCCCCC"> we're talking about it kind</font>

1064
00:47:37,869 --> 00:47:41,799
of warrant really<font color="#CCCCCC"> techie there was no</font>

1065
00:47:39,579 --> 00:47:43,689
<font color="#E5E5E5">they're saying things like you</font><font color="#CCCCCC"> can't</font>

1066
00:47:41,799 --> 00:47:44,349
change<font color="#E5E5E5"> the algorithm at all you know</font>

1067
00:47:43,689 --> 00:47:45,609
ever

1068
00:47:44,349 --> 00:47:47,499
yeah it was very much like you know

1069
00:47:45,609 --> 00:47:50,529
whatever<font color="#CCCCCC"> facebook did</font><font color="#E5E5E5"> last</font><font color="#CCCCCC"> Tuesday</font><font color="#E5E5E5"> well</font>

1070
00:47:47,499 --> 00:47:52,359
that was perfect and that kind of didn't

1071
00:47:50,529 --> 00:47:53,619
seem to go along with how we have tech

1072
00:47:52,359 --> 00:47:55,509
companies now that you know they're

1073
00:47:53,619 --> 00:47:57,939
doing a<font color="#CCCCCC"> be test their changing little</font>

1074
00:47:55,509 --> 00:47:59,890
things all the time and<font color="#CCCCCC"> facebook is</font>

1075
00:47:57,939 --> 00:48:01,719
running tests<font color="#E5E5E5"> all the time yeah and</font>

1076
00:47:59,890 --> 00:48:03,489
every you know everything you know

1077
00:48:01,719 --> 00:48:04,989
twitter is<font color="#E5E5E5"> an every big</font><font color="#CCCCCC"> you know tech</font>

1078
00:48:03,489 --> 00:48:07,209
companies<font color="#CCCCCC"> like</font><font color="#E5E5E5"> how they work</font>

1079
00:48:04,989 --> 00:48:09,699
so what and<font color="#CCCCCC"> I was</font><font color="#E5E5E5"> saying about</font><font color="#CCCCCC"> the</font><font color="#E5E5E5"> mom</font>

1080
00:48:07,209 --> 00:48:11,828
<font color="#E5E5E5">almost not sure what do you see what</font>

1081
00:48:09,699 --> 00:48:13,119
would have more transparent<font color="#CCCCCC"> facebook</font><font color="#E5E5E5"> be</font>

1082
00:48:11,829 --> 00:48:16,209
how would they be able to communicate

1083
00:48:13,119 --> 00:48:18,880
that you know<font color="#E5E5E5"> easily</font><font color="#CCCCCC"> to people that are</font>

1084
00:48:16,209 --> 00:48:21,489
<font color="#E5E5E5">tacky and</font><font color="#CCCCCC"> non-techie well if they</font>

1085
00:48:18,880 --> 00:48:24,009
<font color="#E5E5E5">removed the curated section that would</font>

1086
00:48:21,489 --> 00:48:27,219
remove a lot of this problem<font color="#E5E5E5"> off the bat</font>

1087
00:48:24,009 --> 00:48:30,069
<font color="#E5E5E5">because</font><font color="#CCCCCC"> i think</font><font color="#E5E5E5"> the way that they</font>

1088
00:48:27,219 --> 00:48:32,380
<font color="#E5E5E5">handled the algorithm for your feed is</font>

1089
00:48:30,069 --> 00:48:34,269
generally more transparent and less

1090
00:48:32,380 --> 00:48:36,759
problematic people don't seem concerned

1091
00:48:34,269 --> 00:48:38,589
about<font color="#CCCCCC"> what showing up in their feet</font>

1092
00:48:36,759 --> 00:48:40,719
outside of search engine optimization

1093
00:48:38,589 --> 00:48:42,939
<font color="#E5E5E5">for example if you're a non-profit</font>

1094
00:48:40,719 --> 00:48:44,529
<font color="#CCCCCC">brands it's hard for you to show up in</font>

1095
00:48:42,939 --> 00:48:49,328
the feed<font color="#CCCCCC"> but that's</font><font color="#E5E5E5"> not really</font>

1096
00:48:44,529 --> 00:48:52,179
politicized and<font color="#E5E5E5"> and you can choose what</font>

1097
00:48:49,329 --> 00:48:54,440
shows up in your feet<font color="#CCCCCC"> so for me like i</font>

1098
00:48:52,179 --> 00:48:55,700
have my top 10 or 20 friends and<font color="#CCCCCC"> I've</font>

1099
00:48:54,440 --> 00:48:58,579
<font color="#CCCCCC">wasn't that</font><font color="#E5E5E5"> they should get shown first</font>

1100
00:48:55,700 --> 00:49:01,220
and they do get shown first and<font color="#CCCCCC"> also</font>

1101
00:48:58,579 --> 00:49:04,250
<font color="#CCCCCC">know that seems to work well enough</font><font color="#E5E5E5"> not</font>

1102
00:49:01,220 --> 00:49:06,439
perfect but well enough

1103
00:49:04,250 --> 00:49:09,170
<font color="#CCCCCC">it's these moments where there's</font>

1104
00:49:06,440 --> 00:49:15,319
<font color="#E5E5E5">curation against a claim of neutrality</font>

1105
00:49:09,170 --> 00:49:18,050
<font color="#E5E5E5">that I'm seeing</font><font color="#CCCCCC"> uh</font><font color="#E5E5E5"> it's just BS</font><font color="#CCCCCC"> thank</font>

1106
00:49:15,319 --> 00:49:20,359
you

1107
00:49:18,050 --> 00:49:21,890
hello first<font color="#CCCCCC"> off</font><font color="#E5E5E5"> I'd like to thank you</font>

1108
00:49:20,359 --> 00:49:24,680
for being patient with this somewhat

1109
00:49:21,890 --> 00:49:27,230
<font color="#E5E5E5">rowdy group of people</font><font color="#CCCCCC"> i'm</font><font color="#E5E5E5"> already group</font>

1110
00:49:24,680 --> 00:49:29,149
of people good<font color="#CCCCCC"> good you're good company</font>

1111
00:49:27,230 --> 00:49:31,910
so are you looking for these companies

1112
00:49:29,150 --> 00:49:33,170
to be completely neutral or maybe it's

1113
00:49:31,910 --> 00:49:34,910
<font color="#CCCCCC">ok if they have a stance but they're</font>

1114
00:49:33,170 --> 00:49:37,250
just more transparent about what it is

1115
00:49:34,910 --> 00:49:39,828
oh well you know<font color="#CCCCCC"> I'm coming out of</font>

1116
00:49:37,250 --> 00:49:42,020
having worked in more open source

1117
00:49:39,829 --> 00:49:44,300
software<font color="#CCCCCC"> or the last few years and I</font>

1118
00:49:42,020 --> 00:49:46,910
like transparency<font color="#CCCCCC"> I think that</font>

1119
00:49:44,300 --> 00:49:48,710
transparency is and it's a nice practice

1120
00:49:46,910 --> 00:49:50,420
<font color="#CCCCCC">you know you make mistakes but you're</font>

1121
00:49:48,710 --> 00:49:53,089
open about it and we can have

1122
00:49:50,420 --> 00:49:55,040
conversations about it as a community<font color="#E5E5E5"> so</font>

1123
00:49:53,089 --> 00:49:57,980
that would be my preference<font color="#CCCCCC"> my</font>

1124
00:49:55,040 --> 00:50:00,259
preference would be for companies to

1125
00:49:57,980 --> 00:50:03,230
just admit that<font color="#CCCCCC"> they're</font><font color="#E5E5E5"> imperfect and</font>

1126
00:50:00,260 --> 00:50:05,420
it's a process and solicit feedback and

1127
00:50:03,230 --> 00:50:07,400
for us to say yeah we'd rather have you

1128
00:50:05,420 --> 00:50:09,710
curate and we understand that humans are

1129
00:50:07,400 --> 00:50:11,210
messy and the<font color="#CCCCCC"> curations not perfect and</font>

1130
00:50:09,710 --> 00:50:14,089
for facebook to say something like

1131
00:50:11,210 --> 00:50:16,940
<font color="#E5E5E5">neutrality is a value but it's like we</font>

1132
00:50:14,089 --> 00:50:20,630
get as close as we can<font color="#CCCCCC"> I</font><font color="#E5E5E5"> think something</font>

1133
00:50:16,940 --> 00:50:22,069
like that would probably<font color="#CCCCCC"> I'd probably</font>

1134
00:50:20,630 --> 00:50:25,069
<font color="#E5E5E5">like that a lot</font>

1135
00:50:22,069 --> 00:50:26,930
um<font color="#CCCCCC"> it'sit's the conflict between when a</font>

1136
00:50:25,069 --> 00:50:28,069
company says<font color="#CCCCCC"> a thing</font><font color="#E5E5E5"> and it's just know</font>

1137
00:50:26,930 --> 00:50:30,799
what they're doing that's what troubles

1138
00:50:28,069 --> 00:50:32,300
me<font color="#CCCCCC"> I'm also just</font><font color="#E5E5E5"> troubled by the</font>

1139
00:50:30,800 --> 00:50:34,490
enormous power that these companies<font color="#E5E5E5"> have</font>

1140
00:50:32,300 --> 00:50:37,310
<font color="#CCCCCC">an elections and because of the lack of</font>

1141
00:50:34,490 --> 00:50:39,439
transparency we just don't know<font color="#CCCCCC"> i</font><font color="#E5E5E5"> think</font>

1142
00:50:37,310 --> 00:50:41,390
<font color="#CCCCCC">it's unlikely that Facebook or Twitter</font>

1143
00:50:39,440 --> 00:50:44,420
will swing the selection or certainly

1144
00:50:41,390 --> 00:50:47,598
that<font color="#CCCCCC"> they'll try</font><font color="#E5E5E5"> but it remains true</font>

1145
00:50:44,420 --> 00:50:51,290
that they could and<font color="#CCCCCC"> I</font><font color="#E5E5E5"> think that's worth</font>

1146
00:50:47,599 --> 00:50:53,030
it's worth our attention<font color="#E5E5E5"> and that's what</font>

1147
00:50:51,290 --> 00:50:55,250
did I answer your question yeah<font color="#E5E5E5"> also</font>

1148
00:50:53,030 --> 00:50:57,349
<font color="#CCCCCC">follow up</font><font color="#E5E5E5"> which is using neutrality is a</font>

1149
00:50:55,250 --> 00:51:00,410
good value<font color="#E5E5E5"> is there some limited</font>

1150
00:50:57,349 --> 00:51:02,030
neutrality<font color="#E5E5E5"> like we</font><font color="#CCCCCC"> we can agree that if</font>

1151
00:51:00,410 --> 00:51:04,040
they choose<font color="#CCCCCC"> Democrats Republicans that's</font>

1152
00:51:02,030 --> 00:51:06,020
<font color="#CCCCCC">a bummer but should</font><font color="#E5E5E5"> they be censoring</font>

1153
00:51:04,040 --> 00:51:07,710
<font color="#CCCCCC">Isis posts like is there anything that's</font>

1154
00:51:06,020 --> 00:51:09,930
so objectionable that is<font color="#CCCCCC"> at</font>

1155
00:51:07,710 --> 00:51:12,180
equally desirable for them to step in

1156
00:51:09,930 --> 00:51:14,220
and<font color="#CCCCCC"> say no we have an opinion on this</font>

1157
00:51:12,180 --> 00:51:15,868
content<font color="#E5E5E5"> with this viewpoint when</font><font color="#CCCCCC"> i take</font>

1158
00:51:14,220 --> 00:51:17,520
<font color="#CCCCCC">a step back and I think about facebook</font>

1159
00:51:15,869 --> 00:51:20,400
and<font color="#CCCCCC"> i think about Twitter I'm seeing</font>

1160
00:51:17,520 --> 00:51:22,230
things<font color="#CCCCCC"> that I've selected to see</font><font color="#E5E5E5"> so</font><font color="#CCCCCC"> I</font>

1161
00:51:20,400 --> 00:51:23,940
<font color="#E5E5E5">shouldn't see Isis and</font><font color="#CCCCCC"> left i've</font>

1162
00:51:22,230 --> 00:51:25,349
selected to see them and then we get

1163
00:51:23,940 --> 00:51:27,570
into the question of whether<font color="#CCCCCC"> facebook</font>

1164
00:51:25,349 --> 00:51:32,460
should be hosting that content and

1165
00:51:27,570 --> 00:51:35,520
that's something that<font color="#CCCCCC"> I'm unsure about</font>

1166
00:51:32,460 --> 00:51:38,430
that's a<font color="#CCCCCC"> free-speech question that I'm</font>

1167
00:51:35,520 --> 00:51:40,140
<font color="#E5E5E5">not Eddie's with yet myself and I'm</font>

1168
00:51:38,430 --> 00:51:43,529
interested in what other people have to

1169
00:51:40,140 --> 00:51:44,940
say<font color="#E5E5E5"> I</font><font color="#CCCCCC"> if I ran one of</font><font color="#E5E5E5"> those companies i</font>

1170
00:51:43,530 --> 00:51:47,910
wouldn't want to host certain<font color="#E5E5E5"> kinds of</font>

1171
00:51:44,940 --> 00:51:49,830
speech but it is difficult to figure out

1172
00:51:47,910 --> 00:51:52,020
where you draw certain lines<font color="#CCCCCC"> I suppose</font>

1173
00:51:49,830 --> 00:51:54,210
<font color="#CCCCCC">Isis might be an easy line</font><font color="#E5E5E5"> to draw other</font>

1174
00:51:52,020 --> 00:51:57,420
lines are less easy

1175
00:51:54,210 --> 00:52:00,480
<font color="#CCCCCC">um</font><font color="#E5E5E5"> yeah these are good questions</font>

1176
00:51:57,420 --> 00:52:03,420
<font color="#E5E5E5">yeah</font><font color="#CCCCCC"> I</font><font color="#E5E5E5"> thank you thank you</font>

1177
00:52:00,480 --> 00:52:10,920
this topic seems to attract a lot of

1178
00:52:03,420 --> 00:52:12,150
<font color="#E5E5E5">man's planning I to add onto that not</font><font color="#CCCCCC"> I</font>

1179
00:52:10,920 --> 00:52:14,849
wasn't calling on anyone in particular

1180
00:52:12,150 --> 00:52:16,920
<font color="#CCCCCC">what maybe</font><font color="#E5E5E5"> my whole talk</font><font color="#CCCCCC"> with</font>

1181
00:52:14,849 --> 00:52:20,940
mansplaining and I apologize for that

1182
00:52:16,920 --> 00:52:24,750
<font color="#E5E5E5">no huh arms</font><font color="#CCCCCC"> so my</font><font color="#E5E5E5"> question was to add to</font>

1183
00:52:20,940 --> 00:52:26,369
someone who asked earlier about how<font color="#CCCCCC"> out</font>

1184
00:52:24,750 --> 00:52:29,520
<font color="#CCCCCC">the ribbons can have bias and i wanted</font>

1185
00:52:26,369 --> 00:52:32,790
to add<font color="#CCCCCC"> onto</font><font color="#E5E5E5"> that and say like algorithms</font>

1186
00:52:29,520 --> 00:52:34,740
are you<font color="#E5E5E5"> know often like</font><font color="#CCCCCC"> simulation</font><font color="#E5E5E5"> so if</font>

1187
00:52:32,790 --> 00:52:39,000
you think about<font color="#CCCCCC"> i was reading</font><font color="#E5E5E5"> an article</font>

1188
00:52:34,740 --> 00:52:41,069
about the algorithms used to predict

1189
00:52:39,000 --> 00:52:44,310
whether someone will<font color="#E5E5E5"> wind up in jail</font>

1190
00:52:41,070 --> 00:52:47,520
again after being released<font color="#E5E5E5"> and it was</font>

1191
00:52:44,310 --> 00:52:50,430
<font color="#CCCCCC">was really</font><font color="#E5E5E5"> interesting to see how like</font>

1192
00:52:47,520 --> 00:52:51,690
the inputs into an algorithm<font color="#E5E5E5"> really</font>

1193
00:52:50,430 --> 00:52:54,960
affect the outcome and can actually

1194
00:52:51,690 --> 00:52:56,280
cause like racism or bias in one way or

1195
00:52:54,960 --> 00:52:58,200
another depending on how the algorithm

1196
00:52:56,280 --> 00:53:01,410
is crafted so do you have any ideas

1197
00:52:58,200 --> 00:53:02,730
about how we can ask for transparency

1198
00:53:01,410 --> 00:53:05,250
especially from like government

1199
00:53:02,730 --> 00:53:07,589
institutions about the<font color="#CCCCCC"> like machine</font>

1200
00:53:05,250 --> 00:53:09,599
<font color="#CCCCCC">learning algorithms or or the inputs</font>

1201
00:53:07,589 --> 00:53:11,910
that they use<font color="#E5E5E5"> into those algorithms</font><font color="#CCCCCC"> uh</font>

1202
00:53:09,599 --> 00:53:14,700
<font color="#E5E5E5">to to solve these problems that are</font>

1203
00:53:11,910 --> 00:53:17,098
really complicated and you know<font color="#CCCCCC"> they're</font>

1204
00:53:14,700 --> 00:53:19,290
<font color="#E5E5E5">uh you know a machine so how can machine</font>

1205
00:53:17,099 --> 00:53:20,790
have<font color="#E5E5E5"> bias but the inputs into those</font>

1206
00:53:19,290 --> 00:53:22,740
systems

1207
00:53:20,790 --> 00:53:24,810
<font color="#E5E5E5">so I as the cheeks who</font><font color="#CCCCCC"> i've</font><font color="#E5E5E5"> been working</font>

1208
00:53:22,740 --> 00:53:25,950
with<font color="#CCCCCC"> lon press stuff is giving a talk</font>

1209
00:53:24,810 --> 00:53:28,259
tomorrow

1210
00:53:25,950 --> 00:53:30,210
<font color="#E5E5E5">uh that deals with</font><font color="#CCCCCC"> them how they make</font>

1211
00:53:28,260 --> 00:53:34,350
changes in<font color="#CCCCCC"> oakland around</font>

1212
00:53:30,210 --> 00:53:36,720
anti-surveillance<font color="#E5E5E5"> and oh hi</font><font color="#CCCCCC"> yeah so</font><font color="#E5E5E5"> I</font>

1213
00:53:34,350 --> 00:53:38,310
<font color="#CCCCCC">sunday</font><font color="#E5E5E5"> my apologies not tomorrow sunday</font>

1214
00:53:36,720 --> 00:53:41,549
so<font color="#CCCCCC"> i recommend going and seeing that</font>

1215
00:53:38,310 --> 00:53:43,560
<font color="#CCCCCC">talk to see how citizens can impact that</font>

1216
00:53:41,550 --> 00:53:45,450
sort of thing

1217
00:53:43,560 --> 00:53:47,790
what I've seen specifically an<font color="#CCCCCC"> open</font>

1218
00:53:45,450 --> 00:53:49,230
<font color="#CCCCCC">source and transparency is the election</font>

1219
00:53:47,790 --> 00:53:50,640
of certain candidates who promote those

1220
00:53:49,230 --> 00:53:55,500
values and that's starting to happen

1221
00:53:50,640 --> 00:53:57,660
<font color="#E5E5E5">then</font><font color="#CCCCCC"> Kalos</font><font color="#E5E5E5"> in</font><font color="#CCCCCC"> Manhattan is</font><font color="#E5E5E5"> one example</font>

1222
00:53:55,500 --> 00:54:00,090
<font color="#CCCCCC">Rand Paul was interested in open source</font>

1223
00:53:57,660 --> 00:54:03,029
when<font color="#CCCCCC"> i was working</font><font color="#E5E5E5"> with him so</font><font color="#CCCCCC"> I think</font>

1224
00:54:00,090 --> 00:54:05,460
we can vote for those candidates and

1225
00:54:03,030 --> 00:54:07,770
make it clear that we care and perhaps

1226
00:54:05,460 --> 00:54:09,240
maybe like<font color="#E5E5E5"> become a voting</font><font color="#CCCCCC"> bloc is</font>

1227
00:54:07,770 --> 00:54:11,250
hackers or something like<font color="#CCCCCC"> I think that</font>

1228
00:54:09,240 --> 00:54:14,100
there might be political ways that we

1229
00:54:11,250 --> 00:54:17,580
can communicate to the reps that we care

1230
00:54:14,100 --> 00:54:19,140
<font color="#E5E5E5">and</font><font color="#CCCCCC"> i think we can become louder on</font>

1231
00:54:17,580 --> 00:54:20,490
specific issues like<font color="#CCCCCC"> if people</font><font color="#E5E5E5"> are</font>

1232
00:54:19,140 --> 00:54:22,770
getting more jail time because an

1233
00:54:20,490 --> 00:54:24,899
algorithm determines that<font color="#E5E5E5"> that seems</font>

1234
00:54:22,770 --> 00:54:26,820
<font color="#E5E5E5">like something that citizens should be</font>

1235
00:54:24,900 --> 00:54:29,490
able to see<font color="#CCCCCC"> all right</font>

1236
00:54:26,820 --> 00:54:34,020
<font color="#E5E5E5">no thanks thank you</font><font color="#CCCCCC"> i think we</font><font color="#E5E5E5"> have time</font>

1237
00:54:29,490 --> 00:54:40,640
for one more question<font color="#E5E5E5"> no one comes up</font>

1238
00:54:34,020 --> 00:54:40,640
<font color="#CCCCCC">alright thank you so much</font>


