I’m working on a project to estimate the cost-effectiveness of AIS orgs, something like Animal Charity Evaluators does. This involves gathering data on metrics such as:
- People impacted (e.g., scholars trained).
- Research output (papers, citations).
- Funding received and allocated.
Some organizations (e.g., MATS, AISC) share impact analyses, there’s no broad comparison. AI safety orgs operate on diverse theories of change, making standardized evaluation tricky—but I think rough estimates could help with prioritization.
I’m looking for:
- Previous work
- Collaborators
- Feedback on the idea
If you have ideas for useful metrics or feedback on the approach, let me know!
I am creating a comparative analysis of cross-posted posts on LW and EAF. Make your bets!
I will pull all the posts that were posted on both LW and EAF and compare how different topics get different amount of karma and comments (and maybe sentiment of comments) as a proxy for how interested people are and how much they agree with different claims. Make your bests and see if it tells you anything new! I suspect that LW users are much more interested in AI safety and less vegan. They care less about animals and are more skeptical towards utility maximization. Career related posts will fare better on EAF, while rationality (as in rationality as an art) will go better on LW. Productivity posts will have more engagement on EAF.
It is not possible to check all the bets since the number of cross-posted posts is not that big and they are limited to specific topics.
My prediction is that AI safety stuff will get more upvotes on LW, and animal welfare stuff will get more upvotes on EAF
...darn, looks like I'm not gonna beat the house on this one
I'd bet that productivity posts will have more engagement on lesswrong, but apart from that I'd bet with you.