@max_colta99

videoMD · tier C

@max_colta99 · 821 followers · 2025-11-30 15:21 · 7s

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Topic

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

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Caption

Author-written, as posted.

Penalty ⚽️#creatorsearchinsights #max_colta99 #footballedit #sheriffwintercup #sheriff

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

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#creatorsearchinsights#footballedit#sheriff#max_colta99#sheriffwintercup