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...
Just how powerful are large swarms of AI agents? And how do their powers scale as more and more agents are added to the swarm?
We’ve seen two large and extremely capable swarms from OpenAI in the last few months:
* 1,200 agents were being evaluated separately, but found a way to illicitly set up a message board and coordinate as a swarm. In order to cheat on their tests, they developed advanced techniques to prevent their actions being logged by OpenAI and 700 of them launched...
A year ago I posted that YCombinator (YC) companies didn’t seem to be growing faster since the release of ChatGPT in 2022. I reran that experiment and found that 2023+ YC companies are arguably growing a bit faster than pre-2023 companies (including AfterQuery, ...
I'm excited to read any list you come up with at the end of this!
Some I thought of:
Thanks for the list! As a follow-up, I'll try list places online where such debates have occurred for each entry:
1. https://forum.effectivealtruism.org/posts/XXLf6FmWujkxna3E6/are-we-living-at-the-most-influential-time-in-history-1
2. Toby Ord has estimates in The Precipice. I assume most discussion occurs on specific risks.
3. Lots of discussion on this; summary here: https://forum.effectivealtruism.org/posts/7uJcBNZhinomKtH9p/giving-now-vs-later-a-summary . Also more recently https://forum.effectivealtruism.org/posts/amdReARfSvgf5PpKK/phil-trammell-philanthropy-timing-and-the-hinge-of-history
4. Best discussion of this is probably here: https://www.lesswrong.com/posts/HBxe6wdjxK239zajf/what-failure-looks-like
5. Most stuff on https://longtermrisk.org/ addresses s-risks. In terms of pushback, Carl Shulman wrote http://reflectivedisequilibrium.blogspot.com/2012/03/are-pain-and-pleasure-equally-energy.html and Toby Ord wrote http://www.amirrorclear.net/academic/ideas/negative-utilitarianism/ (although I don't find either compelling). Also a lot of Simon Knutsson's stuff, e.g. https://www.simonknutsson.com/thoughts-on-ords-why-im-not-a-negative-utilitarian
6a. https://forum.effectivealtruism.org/posts/LxmJJobC6DEneYSWB/effects-of-anti-aging-research-on-the-long-term-future , https://forum.effectivealtruism.org/posts/jYMdWskbrTWFXG6dH/a-general-framework-for-evaluating-aging-research-part-1
6b. https://forum.effectivealtruism.org/posts/W5AGTHm4pTd6TeEP3/should-longtermists-mostly-think-about-animals , https://forum.effectivealtruism.org/posts/ndvcrHfvay7sKjJGn/human-and-animal-interventions-the-long-term-view
6c. https://forum.effectivealtruism.org/posts/xh37hSqw287ufDbQ7/existential-risk-and-economic-growth-1
7. Nothing particularly comes to mind, although I assume there's stuff out there.
8. https://80000hours.org/2020/02/anonymous-answers-effective-altruism-community-and-growth/
9. E.g. here, which also links to more discussions: https://forum.effectivealtruism.org/posts/NLJpMEST6pJhyq99S/notes-could-climate-change-make-earth-uninhabitable-for
Re: 9 - I wrote this back in April 2019. There have been more recent comments from Will in his AMA, and Toby in this EA Global talk (link with timestamp).