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Addresses review feedback on #910: - Replace the triage-only framing at the top with an instrument -> sample & triage -> construct data -> optimize -> deploy flywheel that explains why signals matter, not just what they surface. Paper's 82% / 1.52x numbers move into step 2 of the flywheel where they belong. - Remove the 'Signals vs Response Quality' section. Per review, signals and response quality overlap rather than complement each other, so the comparison is misleading. - Borrow the per-category summaries and leaf-type descriptions verbatim from the katanemo/signals reference implementation (module docstrings) so the documentation and the detector contract stay in sync. Drops the hand-crafted examples that were not strictly accurate (e.g. 'semantic overlap is high' for rephrase, 'user explicitly corrects the agent' for correction). Made-with: Cursor |
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