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...
A century-old pill, given to the right people, could cost-effectively save many lives.
Summary
* Targeting low-cost prevention toward people at elevated risk may uncover highly cost-effective ways to address noncommunicable diseases. Hypertensive disorders in pregnancy could be a test case for this approach.
* ...
We are running out of Helium.
There's lots of helium in the solar system. You could harvest the atmosphere of Jupiter or Saturn for it. Obviously this has an energy cost, but s stated in the article energy is the only real resource that we use up. Everything else is renewable.
In what sense? The problem of potential helium scarcity has been (effectively) solved in the last few years by just looking for more helium deposits.
In a sense, we are "running out" (because there's only a finite supply of Helium), we're just running out very, very slowly.