Product
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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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