Post · Documents & research
2,300 AI papers in about 83 seconds
A small-team case, with a caveat about where the cost came from.
Open x.com ↗Jev 这个案例很适合小团队：2,300 篇 AI 论文，约 83 秒，成本 $0.14。 但这个数字不能直接当成 Jev 的单模型成本。旧标签先由 DeepSeek V4 Flash 跑过，真正该测的是整条分类链路：预处理、Jev 决策和人工抽检加起来还剩多少。
x.com/omarsar0/statu…
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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