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The Geometric Memory: Teaching AI Without Breaking It
aimemorygeometry

The Geometric Memory: Teaching AI Without Breaking It

What if adapting a model did not mean rewriting its weights? WarpKernels treat memory as geometry: freeze the backbone, learn a tiny local metric, and tilt the representation space.

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