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#artificial intelligence Preprint Sep 2026

From Solo to Social Learning: Characterizing Recursive Social Improvement in LLMs

Large language models (LLMs) can now improve themselves by revising the instructions they follow, and LLM agents are increasingly orchestrated to work together on complex problems. However, self-improvement methods typically optimize one system at a time, and multi-agent frameworks often have every model work toward a...

Kunal Jha, Max Kleiman-Weiner, Natasha Jaques · 0 citations
#artificial intelligence Preprint Sep 2026

Tapes Together Strong: The Co-evolution of Computation and Cooperation

Autopoietic Game Theory is introduced, a computational model where social interactions, replication mechanisms, and their associated computational costs are endogenous and simultaneously co-evolving and can incorporate exogenous pressures.

Kunal Jha, F. Cicala, B. A. Y. Arcas et al. · 0 citations

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