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:...
EAGx and Summit events are coming up, and we're looking for organizers for more!
Applications for EAGxCDMX (Mexico City, 20–22 March), EAGxNordics (Stockholm, 24–26 April), and EAGxDC (Washington DC, 2–3 May) are all open! These will be the largest regional-focused events in their respective areas, and are aimed at serving those already engaged with EA or doing related professional work. EAGx events are networking-focused conferences designed to foster strong connections within their regional communities.
If you’d like to apply to join the organizing team for a 2026 Bay Area EAGx (date and venue to be confirmed, targeting August–September), please apply via this form. Full details can be found here.
We also have applications or direct registrations open for EA Summits in Helsinki (28 Feb), Hong Kong (7 March), and Jakarta (19 April), with more to be announced soon. Summits welcome existing EA community members but they also include more introductory content, making them a great way for newer, EA-curious professionals to learn about EA and explore potential opportunities.. Please keep them in mind to recommend to friends and colleagues who you think could benefit from in-person exposure to EA ideas and the real people behind them.
If you are interested in hosting an EAGx or Summit in your city, or want to nominate an area for consideration, please fill out this form!