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.
* ...
“Chief of Staff” models from a long-time Chief of Staff
I have served in Chief of Staff or CoS-like roles to three leaders of CEA (Zach, Ben and Max), and before joining CEA I was CoS to a member of the UK House of Lords. I wrote up some quick notes on how I think about such roles for some colleagues, and one of them suggested they might be useful to other Forum readers. So here you go:
Chief of Staff means many things to different people in different contexts, but the core of it in my mind is that many executive roles are too big to be done by one person (even allowing for a wider Executive or Leadership team, delegation to department leads, etc). Having (some parts of) the role split/shared between the principal and at least one other person increases the capacity and continuity of the exec function.
Broadly, I think of there being two ways to divide up these responsibilities (using CEO and CoS as stand-ins, but the same applies to other principal/deputy duos regardless of titles):
Some things to note about these approaches: