Inference Headroom Ratio serves as a stability diagnostic whose logistic relationship to collapse risk has a fitted threshold near 1.19 and can be actively regulated to cut simulated failure rates from 79.4% to 58.7%.
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Inference Headroom Ratio: A Diagnostic and Control Framework for Inference Stability Under Constraint
Inference Headroom Ratio serves as a stability diagnostic whose logistic relationship to collapse risk has a fitted threshold near 1.19 and can be actively regulated to cut simulated failure rates from 79.4% to 58.7%.