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...
TLDR: Everyone’s talking about what the money could do, but few about how to decide where it goes.
This post is part of the new series of articles on cross-cause giving and the new wave of philanthropy. Stay tuned to the EA Forum and our Substack for the latest takes on topics such as giving now vs. later, common pitfalls in cause prioritization, and other crucial considerations from the Cross-Cause Fund (CCF) team...
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:...
Thanks for crossposting the list on the Forum.
The 1st recommendation (Consciousness Realism: The Non-Eliminativist Physicalist View of Consciousness by Magnus Vinding) touches on the limits of physical simulations (:
).
For those who may be interested in the topic, consider Gordon McCabe's Universe creation on a computer. The paper elaborates on the limits of (digital) simulations of physical systems, bringing, IMO, healthy skepticism about the simulation hypothesis (and thus about the possibility of "simulated" minds).
Very important topic! I touch on McCabe's work in Against Functionalism (EA forum discussion); I hope this thread gets more airtime in EA, since it seems like a crucial consideration for long-term planning.