Max Kleiman-Weiner @maxkw.bsky.social · 05/12/2024If the agents collectively extract half or less of the available resources, they can sustainably collect resources forever. However, if they exceed this threshold, the resources will quickly fall to zero. 100
Max Kleiman-Weiner @maxkw.bsky.social · 05/12/2024We benchmark 13 LLMs in GovSim. Overall, we find that this is quite challenging for LLMs! Even the best performing model (GPT-4o) survives the first 12 rounds less than 60% of the time. Most never survive. 100
Max Kleiman-Weiner @maxkw.bsky.social · 05/12/2024To improve cooperation abilities, we were inspired by the idea of Universalization, the philosophical and psychological idea that moral actions are those that we would want all to adopt. Adding a universalization prompt to the agent increased survival time by over 4 months. 100
