{"type":"post","id":"stanford-kaust-ut-austin-and-mit-release-muses-010c3e","slug":"stanford-kaust-ut-austin-and-mit-release-muses-010c3e","title":"Stanford, KAUST, UT Austin and MIT release Muses-Bench, the first systematic multi-user LLM agent benchmark.","description":"Kordi-AI’s public repository releases the code for “Multi-User Large Language Model Agents,” a benchmark and framework for evaluating agents that serve people with different roles, permissions, and preferences.","retrieval_nugget":"Kordi-AI’s public repository releases the code for “Multi-User Large Language Model Agents,” a benchmark and framework for evaluating agents that serve people with different roles, permissions, and preferences. Its four scenarios make multi-user behavior a testable engineering concern, from access control to shared inference queues, though the repository excerpt does not report model scores.","published_at":"2026-11-07","updated_at":"2026-11-07","record_date":"2026-11-07","date_kind":"published_at","topics":["anthropic"],"entities":["Kordi-AI","Muses-Bench","Multi-User Large Language Model Agents","vLLM","LiteLLM","OpenAI","Anthropic"],"related_patterns":["ai-engineering-evaluations-are-splitting-into-task-specific"],"novelty_label":"new_fact","what_changed":"A Stanford-led collaboration with KAUST, UT Austin and MIT released Muses-Bench, a systematic benchmark focused specifically on multi-user LLM agents.","prior_refs":["https://newruntime.com/posts/stanford-collaborative-intelligence-benchmark-measures-ai-agents-as-33e6c6/"],"source_url":"https://github.com/Kordi-Lab/Multi-User-LLM-Agent","source_urls":["https://github.com/Kordi-Lab/Multi-User-LLM-Agent"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:stanford-kaust-ut-austin-and-mit-release-muses-010c3e","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/stanford-kaust-ut-austin-and-mit-release-muses-010c3e/","markdown":"https://newruntime.com/posts/stanford-kaust-ut-austin-and-mit-release-muses-010c3e.md","json":"https://newruntime.com/posts/stanford-kaust-ut-austin-and-mit-release-muses-010c3e.json"},"markdown_url":"https://newruntime.com/posts/stanford-kaust-ut-austin-and-mit-release-muses-010c3e.md","next_reads":[{"type":"topic","path":"/topics/anthropic/","url":"https://newruntime.com/topics/anthropic/","title":"Anthropic","reason":"Explore the anthropic topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/anthropic.md","json_url":"https://newruntime.com/topics/anthropic.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}