Multi-Agent LLM Pipeline Out-Reads Individual Human Reviewers on Computer-Architecture Papers

arXiv·medium signal

arXiv 2607.11859 builds a multi-agent LLM pipeline for structured analysis of computer-architecture papers and reports it outperforms individual human reviewers on technical-depth comprehension. A data point on where multi-agent decomposition beats single-pass reading for dense technical documents.