Mila Researcher Proposes Social NeuroAI Framework to Redefine World Models

introspection · x · 2026-08-19

Guillaume Dumas from Mila proposed a reformulation of world modeling through the Social NeuroAI framework at the Simons Institute. Drawing on dynamical systems and inter-brain neuroscience, he argues intelligence emerges from coupled embodied dynamics rather than isolated inference. Dumas presented work on embodied neural agents showing how metastable coordination and collective decision-making arise from neural coupling, proposing that next-gen world models should treat other agents as dynamical systems to enable collective intelligence.

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