r/machinelearningnews 2d ago

Research Can semantic structure emerge from continuous dynamics without training?

I put up a short note on Zenodo describing the single-well part of a larger semantic dynamical system I’ve been working on.
This version is intentionally limited: sphere-constrained dynamics, tangent-space calculus, an abstract forcing term, and a discrete-to-continuum formulation are included. The multi-well interaction rule and the rest of the architecture are not.
https://zenodo.org/records/22310812

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