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Document modern-negative taxonomy audit and classifier doc split
Split general AI-classifier research into ai-generated-image-classifiers.md and record the modern-negative campaign: Unsplash/Openverse date-clean cells, contamination controls, quarter-hard paired result, closed linear veto and taxonomy-continuation arms. pre-commit: 1) maintain.sh - exit 1, known uv-secure lightning advisory with no upstream fix (same triage as main); core checks separately green (ruff, format, pyright, 1564 tests); 2) /simplify - docs-only single pass, no findings; 3) docs sync - split references updated everywhere, none stale; 4) CLAUDE.md - routing line already updated, compliant
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> [supported signals](supported-signals.md), [known limitations](known-limitations.md),
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> and [module internals](module-internals.md). Campaign results are split:
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> [local detector](synthid-detector-research.md),
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> [classifier models](synthid-classifiers.md),
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> [SynthID source classifiers](synthid-classifiers.md),
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> [mark removal](synthid-removal-research.md). Dated measurements below are
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> historical evidence and should not be read as current CLI defaults.
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