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cs.AI2026
Information-Geometric First-Passage Monitoring of Distributional Stability in Stochastic Systems
Hikmat Karimov, Rahid Zahid Alekberli
Runtime monitoring of stochastic systems must distinguish nominal distributional relaxation from regime departure while controlling repeated-test false alarms under explicit validi…
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…