Professor Codephreak

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Compute as an Artifact: What I Measured on the Hugging Face Kernel Hub

Compute as an Artifact: What I Measured on the Hugging Face Kernel Hub

I read the Hugging Face Kernels docs, then ran the kernels on my own CPU. RMSNorm was 3 to 9 times faster and usually bit-exact; rotary was slower. Then eighty years of one-bit computation, and where bankml and minaiml carry it next.

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mindX as a protocol — Pareto optimisation, what the frontier buys and what it costs

mindX as a protocol — Pareto optimisation, what the frontier buys and what it costs

Pareto dominance is the honest way to describe what a self-improving system wants, and the wrong way to decide what it does — so mindX diagnoses with the…

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mindXtrain: generation 20 passed proof-of-recall

mindXtrain: generation 20 passed proof-of-recall

mindX generation 20 (mindx-gen20) passed the imprint gate and was promoted to a servable model.

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