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Jev classification of 1,018 AI papers

Hassan tested Jev on 1,018 paper summaries, assigning each to one of 24 topics for a reported eight cents.

Source screenshot of Jev classification of 1,018 AI papers
SOURCE SCREENSHOT · source ↗ · captured 2026-09-29Full screenshot ↗

What it does

DeepSeek V4 Flash wrote the summaries first for $3.99. He said he was evaluating Jev’s labels before replacing the existing ones on 1kpapers.com; the site does not demonstrate live Jev classification.

Maker-reported (not independently measured by JevMade): Maker-reported Jev trial: 1,018 papers, $0.08 total and 256 ms median end-to-end per paper · Maker-reported upstream summaries: $3.99 with DeepSeek V4 Flash

Primitives
choice
Platform
web
Added

Source checked 2026-09-29 — opened the primary source directly.