@fasade.ventilate

videoMD · tier dormant

Fasade ventilate · 1,030 followers · 2025-11-27 12:02 · 11s

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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.

#ventilate #bolix #etalbond #aquapanel 068866429

Speech (ASR)

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

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#ventilate#bolix#aquapanel#etalbond