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Library / Facts / fact.performance.ericosiu-first-output-needed-rework

A reported trial-reels bot produced usable candidates but its first output still needed overlays, captions, tighter edits and better retention work.

Authority4Kindbehavior

NotesOne of the few places this post names a limit it hit, which is the signal worth weighting.

These systems don't become reliable after one prompt.
communityperformancemedium confidencex.com/ericosiu/status/2095207617610256720 ↗fact.performance.ericosiu-first-output-needed-rework

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