Post · Documents & research
A thousand papers sorted, then graded
Jev does the 24-topic sort, Opus 5 grades the labels.
Open x.com ↗1,000 AI papers sorted into 24 topics for $0.0585. Then Opus 5 graded the labels.
@nutlope's Jev paper map went viral, but the pipeline never shipped and the eval was "still running". So I rebuilt both and opened them.
The first judge run came back empty: Opus spent its whole
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 45 documents & research projects →
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