aq145_verify_zero_overlap_and_realism_gate)Audits synthetic twins and rewritten contexts for 5-gram shingle overlap, residual PII, and statistical realism fidelity before publication.
5-gram Jaccard overlap scanner, PII verifier & copula drift scorer (0 calls)
Substrate: db_atomic · p99 Claim Target: ≤ 3 ms · Phase: 141 - 145 Clean-Room PII De-Identification, Copula Inspiration & Kaggle-Realism Twins
Adversarial memorization & copyright-similarity red-teamer
5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.
clean_room_ff1_privacyCommit Invariant: Monotonic lease_epoch compare-and-swap fencing with content-addressed SWHID verification.
Architectural Problem Solved: Coordinates parallel execution without duplicate work or split-brain overwrites.
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