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jevTHREAD

Developer processing 500K transcripts a day questions why Jev is needed

He classifies ad topics with a small self-hosted ML classifier in milliseconds at zero cost and publicly questions why Jev would be needed for this.

Shimecki
@scheemunaiArchived 2026.09.19Originally posted 2026.09.19
THREADPosted in 2 parts
  1. That's exactly my problem with Jev. I process over 500.000 transcripts a day on http://youtubetotranscript.com. I have an internal Ad network. Each transcript runs through a classifier. I can serve ads based on topics in the video. I use a small ML algo on a server, it classifies it in milliseconds for $0. Why would I use Jev for this?!

    This post quotes another post: x.com/jpoehnelt/status/2101064724368756858

  2. @darengb You can also just ask your agent to find and use the ML Algo. I didn't train anything. If you have 500K of something even with cheap Jev prices it will stack up quickly.

Shimecki @scheemunaiOriginally posted 2026.09.19
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x.com/scheemunai/status/2101067322219696632Archived 2026.09.19 10:10