aq184_calibrate_dynamic_public_good_thresholds)Calibrates admission (default 70.0), exemplar (85.0), probationary (55.0), and hysteresis (+/-3.0) cutoffs at thresholds.teleon.dev against fleet capacity and holdout precision.
Quantile & conformal benign-twin cutoff calibrator (0 model calls)
Substrate: db_atomic · p99 Claim Target: ≤ 6 ms · Phase: 181 - 186 Public Good 0..100 7-Scale Classifier, Knockouts, Schmitt Thresholds & WSJF Fast-Lane
Public-good rubric precision & recall reviewer
5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.
rux_harness_benchmark_auditCommit Invariant: Enforces identical tool/prompt scaffold parity across models on uncontaminated holdouts and flags scaffold inflation whenever retry budgets or custom wrappers diverge.
Architectural Problem Solved: Separates genuine model or substrate lift from benchmark-specific scaffold gaming.
POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq184_calibrate_dynamic_public_good_thresholds/enqueue
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"payload": { "stage": "184", "objective": "Threshold Calibration" }
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