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Product · October 2026

My 7M Router Now Knows When to Shut Up — Conformal Abstention, Shipped

The abstention story went from a hand-tuned confidence floor to a calibrated prediction-set gate: 97.8% automated at 0.97% error on municipal routing — and the deploy is two env vars.

#mtlm-router #conformal-prediction #self-hosted-ai #machin
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