Epistemic status: Speculation from two decently informed advocates armed with anecdata.
Note on process: After having some version of this conversation several times and saying, “we should probably write about this publicly,” we took the less heroic route: we recorded one of our conversations, fed the transcript into an LLM, and then substantially revised the structure, substance, and framing ourselves. We will not be sharing the transcript, as it is in...
TLDR: Take the population ethics quiz here: https://mdickens.me/pop-ethics/
Population ethics is an oft-overlooked subfield within ethics. Many people hold views that they don't realize contradict each other, or that have strange implications that they wouldn't endorse if they thought about it more.
Not just that—population ethics is a BIG DEAL. A lot of ethical decisions hinge on how you think about changes in future populations....
Headline finding: I audited 17 AI Safety Talent programmes. Zero of 17 have published any comparison group, rejected-applicant follow-up, matched control or randomisation. Not one. Every programme that mentions a counterfactual does it by asking participants to self-report.
Background
At least $70 million...
I think this article in Vox covers some of the main points.
"...improving the American education system, while important, is neither a neglected cause nor a tractable one. It is a system on which hundreds of billions of dollars are spent annually by diffuse governments whose policies are difficult and expensive to change, where matters of importance are intensely contested, and where interest groups tend to fight each other to a standstill.
And it’s a system where, even after investing millions if not billions in research, we still don’t have a lot of confidence as to which interventions are helpful and which are not. The views of key actors, notably the Gates Foundation, have tended to shift rapidly on those substantive questions.
If every issue in the world were as crowded and hard to make progress on as education in the US, then I’d understand why foundations like Gates and Broad keep chugging. But that’s not the case..."