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Enforcing our content policies more broadly. so, actually, maybe if you are okay with it, i will go in the other order. so, beginning of company in 2004 in my dorm room. we didn't have the technology look at people were sharing. we basically had to enforce our content policies reactively. people could share what they wanted and then if someone in the community found it to be offensive or against our policies, they would flag it for us and we would look at it reactively. now, increasingly, we are developing ai tools that can identify certain classes of bad activity proactively and tag it for ou...

I'll speak to hate speech and then i'll talk about enforcing or content policies more broadly. actually, maybe if you're okay with it, i'll go in the other order. so from the beginning of the company in 2004, i started it in my tomorrow room. it was me and my roommate. we didn't have ai technology that could look at the content people were sharing, so we basically had to enforce our content policy's reactively. people could share what they wanted and then if someone in the community found it to be offensive or against our policies, they'd flag it for us and we'd look at it reactively. increasi...