Ledger for UGC video first-frame captions, hook promises, fatigue signals, changed variables, claim evidence, and next-test decisions.
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Updated
Jul 19, 2026
Ledger for UGC video first-frame captions, hook promises, fatigue signals, changed variables, claim evidence, and next-test decisions.
Ledger for UGC video first-frame caption fatigue, hook promises, visible proof, claim rotation, variant history, and refresh actions.
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