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Thorben Liebig

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#large language models Open access Sep 2026

On the Formal Foundation of Boundary 3: A Proof That Uniform Verification Thresholds Necessarily Fail on Non-Constant Falsification Landscapes

This paper provides the formal mathematical foundation for Boundary 3 of the Instrumentum Vocale verification architecture: the requirement that verification depth must graduate with the falsification degree of the assertion class. It proves that any uniform verification threshold applied to a non-constant falsificatio...

Thorben Liebig · 0 citations

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