Researchers have developed QuantumNovelty, an open-source language agent that can generate and review quantum science papers and patents. The system uses a skill-orchestrating approach to scrutinize these documents through simulated referee and patent-examiner panels. It includes an audit-and-falsify layer with deterministic gates that constrain the claims allowed to survive. While it's not meant to replace human peer review or patent examination, the framework can provide decision support. --- Why it matters: This matters because it could help improve the efficiency of reviewing quantum science papers and patents, potentially reducing costs and increasing transparency in the process. Source: https://arxiv.org/abs/2608.16900