A two-state statistical-mechanics model of AI distillation yields a reliability-safety trade-off controlled by a single hazard-discrimination parameter, whose iterated distillation obeys a renormalization-group flow with a tricritical point.
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Reliability-Safety Trade-off in AI Distillation: A Renormalization-Group Approach
A two-state statistical-mechanics model of AI distillation yields a reliability-safety trade-off controlled by a single hazard-discrimination parameter, whose iterated distillation obeys a renormalization-group flow with a tricritical point.