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07 Jan 2026
Ghost Molecules: Why Neural Networks Fail at Atomic Repulsion
Standard MLPs create 'Soft Walls' that allow atoms to pass through each other. Here is how we built a 'Hard Wall' with much better physics.
08 Sep 2025
Why Your Neural Network Can't Learn 1/x (And What We Did About It)
Why smooth activations create "Soft Walls" near poles, and how Signed Common Meadows (SCM) fix it for robotics, pharma, and electronics.
15 Jul 2025
Looking for Problems: Where Should We Test ZeroProofML Next?
We validated the 'Physics Trinity' (Pharma, Electronics, Robotics). Now we need your help finding the next singularity.