Hacker News AI· OwiiiP·· 2 hr agoAI score38
Multi-agent AI (LangGraph) to audit AI papers for reproducibility
Multi-agent AI (LangGraph) to audit AI papers for reproducibility
AI summary
PaperPulse is a browser-integrated, multi-agent AI system that audits scientific papers, news articles, and web content for methodological rigor, statistical validity, and code-to-paper alignment. It uses a LangGraph orchestrator with four agents—a universal extractor, a GitHub/code grounder, a statistical critic, and a citation-grounded synthesizer—to cross-reference claims, search GitHub for official repositories, and flag reproducibility gaps with exact citations, returning a structured JSON report rendered as Markdown in a Chrome extension.
Source: Hacker News AI · github.com