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Looking at some of the flaws in the algorithms that she has highlighted that says there is simply not enough transparency over the control facebook has over what we see on a new state. let's have a listen. there is a pattern of behaviour at facebook which is they are very good at dancing with data. if you go and read the transparency report the fraction that they are presenting is not total hate speech could divided by total hate speech that exists which is what you might expect given what they said. the fraction they are actually presenting is the stuff that robots got, divided by stuff robot...

You're running all these expense, are you acting in the public good? but if we had at that and we could see patterns of behaviour and see whether or not trends are going. you work in the — whether or not trends are going. you work in the civic integrity team at facebook— work in the civic integrity team at facebook so if you saw something concerning — facebook so if you saw something concerning youth who would you put to? , , ., ., ~' concerning youth who would you put to? , to? this is a huge weak spot. if i drove a bus _ to? this is a huge weak spot. if i drove a bus in _ to? this is a...

Surprised if there is some variation.— variation. i think it is very important _ variation. i think it is very important point _ variation. i think it is very important point is - variation. i think it is very - important point is essentially what we're _ important point is essentially what we're looking at here is the creation _ we're looking at here is the creation of an independent regulator for the _ creation of an independent regulator for the tech sector that not only do need _ for the tech sector that not only do need answers but we need to know what the _ need answers but we need to ...

Says the way engagement by striking was designed ? michael engagement—based ranking, facebook calls it meaningful social interactions, it could have been hate speech or bullying up until 2020 and still be considered meaningful so let's call it social interaction ranking. i have seen lots of research that says that kind of ranking, engagement—based ranking prioritises polarising extreme device of content. it doesn't matter if you're on the left or right, it pushes you to the extremes and advance hate. anger and hate is the easiest way to grow and facebook. there is something called virality...

Impact on your future behaviour of getting more like sport re—shares because they know if you get little hits of dopamine you are more likely to produce more content. so right now facebook has said repeatedly it is not in our business interest to optimise per head or to give people bad experiences but it is in their interest to make sure the content production wheel keeps turning because you won't look at ads if you feed doesn't keep you on the site. facebook has accepted the costs of engagement by striking because it allows the wheel to keep turning. ? engagement—based ranking. 1 allows t...