From the Desk of Josh Beckman (www.joshbeckman.org) home / notes / hard-problems-that-reduce-to-document-ranking-via-noperator-dev Noted From: noperator.dev : Hard problems that reduce to document ranking I like the idea of using LLMs to rank documents as opposed to generating facts. Ranking is inherently statistical but will still produce a correct answer when applied recursively and correctly. Josh Beckman Reference llm Hard problems that reduce to document ranking noperator.dev 2025, February 27, Thursday Edit Comment/Reply via email You can subscribe or follow and reply through those channels. Widgets Network Graph Legend Insight This widget generates “insights” about a post - you can read about how it works. Generating Insight Agent This widget generates “insights” about the post using an agentic loop and MCP server for this site. Generating Keyboard Shortcuts Key Action o Source e Edit i Insight r Random h Home s or / Search Close www.joshbeckman.org/notes/01jn4anba8kq239aw4t9d5b4jh