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Tuning Jev, Part 3: Tuning Is Task-Specific, Four Places to Put Few-Shot Examples
Third in a series on tuning Jev as an LLM judge: Part 1 covered quality judging, Part 2 covered safety judging. Both found the same thing about few-shot: packing labeled exemplars into Jev’s state mov...
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10 Claude Code Features Most Developers Ignore
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Train Once, Reuse Later: Three Tests of Skipping BCI Calibration
Same person, a labeled earlier session, no new labels: a frozen foundation model scored above a spectral baseline, a target detector ranked less well by the last visit, and a fixed ridge for cursor t...
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