exactness

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CuNi Studio: generate consistent Python, Go, and JavaScript implementations from one source—or refuse to compile.

javascript python programming-language rust golang playground compiler transpiler multi-target cuni exactness slid-phi-labs

An LLM output head that PROVES its token instead of guessing it — and falls back to dense rather than be wrong

python certificate numpy verification inference quantization llm exactness

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