2 results for "entropic deviation"
ARXIV CS.AI
The Randomness Floor: Measuring Intrinsic Non-Randomness in Language Model Token Distributions
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 measures it systema…
ARXIV.ORG
The Kerimov-Alekberli Model: An Information-Geometric Framework for Real-Time System Stability
This study introduces the Kerimov-Alekberli model, a novel information-geometric framework that redefines AI safety by formally linking non-equilibrium thermodynamics to stochastic control for the eth…