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...
Often folks hit us up because they are thinking of starting an incubator and want advice.
Typically their motivation is either that (a) they have a list of specific things they want built that no one is building, or (b) they think an ecosystem needs more new projects generally to absorb more talent and deploy more funding effectively.
Here are six questions we often ask prospective teams, to help them figure out what to do. If you're incubator-curious...
Summary:
First, I give several different angles on how I feel about reinforcement learning:
* Theoretical case: RL is a black-box source of agency — this should give us classic misalignment worries, especially compared to agency-via-scaffolding
* Recent incidents (huggingface etc) and more mundane forms of misaligned behaviour in personal use give me bad vibes about the direction-of-travel of recent AI progress
* I’m worried things might get worse:...
Is there anyone doing research from an EA perspective on the impact of Nigeria becoming a great power by the end of this century? Nigeria is projected to be the 3rd largest country in the world by 2100 and potentially appears to be having exponential growth in GDP per capita. I'm not claiming that it's a likely outcome that Nigeria is a great power in 2100 but nor does it seem impossible. It isn't clear to me that Nigeria has dramatically worse institutions than India but I expect India to be a great power by 2100. It seems like it'd be really valuable for someone to do some work on this given it seems really neglected.
I don't know, but I think it would be great to look into.
There was a proposal to make a "Rising Powers" or "BRICS" tag, but the community was most interested in making one for China. I'd like to see more discussion of other rising powers, including the other BRICS countries.
I agree! I think there's some issue here (don't know if there's a word for it) where maybe some critical mass of effort on foreign powers is focused on china, leaving other countries with a big deficit or something. I'm not sure what the solution here is, perhaps other than to make some kind of "the case for becoming a [country X] specialist" for a bunch of potentially influential countries.
Yeah that sounds right, I don't even know how many people are working on strategy based around India becoming a superpower, which seems completely plausible.