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.

An 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.

Empirical, 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.

Cited by

No citations on record.