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- Caroline Haimerl @champalimaudr.bsky.social showed how world structure 🗺️ can emerge in neural networks trained for goal-directed behaviour - revealing that allocentric maps, like grid-cell-like patterns, can arise naturally from egocentric control.
- Kabir Dabholkar @ Technion - Israel Institute of Technology introduced a 🤖 deep-learning framework using Koopman eigenfunctions to map decision boundaries in complex dynamical systems - a tool to trace how brains and models transition between states.Oct 17, 2025 16:47
