LLM chain-of-thought bias is modeled as a stochastic differential equation with a claimed phase transition from self-correcting to runaway severity.
Universality classes in nonequilibrium lattice systems
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A Stochastic Dynamical Theory of LLM Self-Adversariality: Modeling Severity Drift as a Critical Process
LLM chain-of-thought bias is modeled as a stochastic differential equation with a claimed phase transition from self-correcting to runaway severity.