Topology of Thought v2: Three Instruments, One Structure

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In early March I published the original Topology of Thought — one instrument, one observation: clusters of information inside a transformer collapse to a single connected manifold at a specific depth, and the collapse is learned, not architectural. Mamba doesn’t do it. Untrained models don’t do it. Attention plus gradient descent does. That was v1. One instrument (persistent homology),…

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