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cs.AI2026
The Kerimov-Alekberli Model: An Information-Geometric Framework for Real-Time System Stability
Hikmat Karimov, Rahid Zahid Alekberli
This study introduces the Kerimov-Alekberli model, a novel information-geometric framework that redefines AI safety by formally linking non-equilibrium thermodynamics to stochastic…
cs.AI2026
An Information-Geometric Framework for Stability Analysis of Large Language Models under Entropic Stress
Hikmat Karimov, Rahid Zahid Alekberli
As large language models (LLMs) are increasingly deployed in high-stakes and operational settings, evaluation strategies based solely on aggregate accuracy are often insucient to c…