Blog

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08 Sep 2025

Why Your Neural Network Can't Learn 1/x (And What We Did About It)

Why smooth activations create dead zones near poles—and how rational layers with tagged infinities fix it for robotics IK and beyond.

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27 Aug 2025

We Reduced Errors by 47%... in One Specific Region (And Why That Matters)

Why bucketed metrics near singularities matter more than overall averages for certain robotics IK deployments.

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15 Jul 2025

Looking for Problems: Where Should We Test ZeroProofML Next?

Call for real problems with rational structure and true singularities—help us find where ZeroProofML matters beyond IK.