@nutlope classified 1,018 AI papers: DeepSeek V4 Flash summarized them for $3.99, then Jev classified title plus summary into 24 topics for $0.08 total, with 256ms median end-to-end latency per paper. The site 1kpapers.com is live, and they say evals are still running before the Jev labels replace the current ones.

Hassan (@nutlope) published this on 2026-09-17. @nutlope classified 1,018 AI papers: DeepSeek V4 Flash summarized them for $3.99, then Jev classified title plus summary into 24 topics for $0.08 total, with 256ms median end-to-end latency per paper. The site 1kpapers.com is live, and they say evals are still running before the Jev labels replace the current ones. I used Jev to classify 1,018 AI research papers. The result: $0.08 total cost and 256ms median end-to-end latency per paper. How Jev or TypeSafe is used, in the post's own words: “I used Jev to classify 1,018 AI research papers.” The post does not name a separate audience. It is for people reading what @nutlope shows here (it links to 1kpapers.com; it includes media).