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Reject B. 160 paired units (injection 119, access_control 41; 56 repositories), both arms, two replicates each, no early stop. Canary agreement A 0.875 -> B 0.906 (CI [-0.03, +0.10], spans; B meets 0.90). Within-pair AUC A 0.815 -> B 0.741 (CI [-0.13, -0.02], against B). AUC -0.02 (against), ADVISORY recall -0.06 and precision +0.01 (span), usd per candidate A $0.0021 -> B $0.0051 (against). Priced usage A $0.68 / B $1.63; balance $16.72 -> $16.04 at the run's end (lags). Counts only; task 7.4 marked done. Co-Authored-By: Claude Fable 5.1 <[email protected]> Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo