When you write “they have literally 1 data scientist to monitor the whole non-western world”, I assume you mean Sophie Zhang. I agree with a lot of what she said, and I mean a lot, but you have a misconception.
The integrity org, back when I was there, had thousands of folks and was aggressively hiring. They were not a lone island and were also supported by other orgs like data infra, FAIR, security, privacy, product teams and more.
Site integrity, Sophie’s team, was a small piece of the work done there. And they, like any team, relied heavily on other teams. You have all this unbelievable tooling internally, and internal teams are incentivized to get you to use it.
These issues were not from want of trying. The reality is that problems like this at scale are incredibly difficult. In my opinion, Frances trivialized a lot of this in her whistleblowing, but it makes a good news story so what can you do.
It pains me when people trivialize it as “just do the machine learnings to fix it all” or “if these tech companies actually gave a damn this wouldn’t be an issue”. It’s an incredibly hard problem, and much like security it will never be “solved”.
That doesn’t excuse when technology has a bad effect on the world. We need to be better, and for the most part as a society we are trying hard as hell. It’s also why the work is interesting and impactful. More should get into it.