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jevVIDEO

Research agents use Jev to pre-screen paper ideas

Joe Maddalone shows putting Jev before an LLM to score incoming ideas before deciding which to develop, and the clip warns to check how many useful papers the filter rejects.

Alpha Batcher
@alphabatcherArchived 2026.09.22Originally posted 2026.09.22
Alpha Batcher @alphabatcherOriginally posted 2026.09.22
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Your research agent can miss the best paper before it writes a word Joe Maddalone explains where he'd put Jev in his workflow: score incoming ideas before passing them to an LLM for development Before trusting that approach for research, check how many useful papers the filter rejects Watch this 62-second clip, then save the guide below for the Python workflow to screen 50 papers and send uncertain cases to manual review

This post quotes another post: x.com/alphabatcher/status/2101725422517997896

x.com/alphabatcher/status/2102095585360617538Archived 2026.09.22 10:13