CalibratedDecisions.

App · Documents & research

1k Papers

Browse research organized with Jev topic labels.

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How builders describe it

1,018 AI papers sorted by topic for $0.08 and published as a site.
A pipeline summarizes papers with DeepSeek V4 Flash and uses Jev to select among 24 topics. The author reports $0.08 for Jev classification and 256-millisecond median latency per paper, plus $3.99 for summaries; classification evaluations were still in progress. Via DAIR.AI Jev Field Notes…

The decision Jev makes

Assign a topic, choose a document category, or answer whether a passage supports a citation.

Where it fits

Sorting, labelling and checking documents is classic decision work: topic labels for papers, categories for files, and whether a source actually supports a claim. All 28 documents & research projects →

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