Vibe Patenting: Evaluating LLM Judges for Professional Patent-Drafting Agents
3.40T1 sourcearXiv cs.MA
Source record
Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2609.13422.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryAn arXiv paper introduces Vibe Patenting, an end-to-end testbed evaluating LLM judges used in patent-drafting agent workflows. It finds judge-guided iterative revision improves quality and lets a low-reasoning agent approach a high-reasoning one, while agreement with a professional patent attorney is metric-dependent and shows calibration gaps.
Why it mattersEmpirical, attorney-validated evidence on where LLM judges help and break in professional agent loops, with concrete calibration caveats for practitioners building evaluator-in-the-loop systems.
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