Beyond the ergodic wall: a discrete geometric physics sandbox for analyzing AI scaling limits and complexity collapse
Read the original at arxiv.org→arXiv:2610.10651v1 Announce Type: new Abstract: This paper exposes the ergodic ceiling and thermodynamic inefficiency of current deep learning, which converges to a statistical average of historic human knowledge....
Original headline: "Beyond the Ergodic Wall: A Discrete Geometric Physics Sandbox for Analysing AI Scaling Limits and Complexity Collapse"
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- Oct 9, 04:00 UTC arXiv cs.LG lead source Beyond the Ergodic Wall: A Discrete Geometric Physics Sandbox for Analysing AI Scaling Limits and Complexity Collapse