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20172026
most citedDefect prediction with bad smells in code

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cs.CL2026

The Randomness Floor: Measuring Intrinsic Non-Randomness in Language Model Token Distributions

Jarosław Hryszko

Language models cannot be random. This paper introduces Entropic Deviation (ED), the normalised KL divergence between a model's token distribution and the uniform distribution, and…