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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.

May 27, 2026Read
Curvature Tensors Need Better Pictures
physicsgeometryai

Curvature Tensors Need Better Pictures

A reading note on Lee C. Loveridge's geometric interpretation of the Riemann tensor, Ricci tensor, scalar curvature, and why physical intuition matters.

May 22, 2026Read
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