{"type":"post","id":"position-paper-computer-use-agents-as-embodied-generalists-fa95e9","slug":"position-paper-computer-use-agents-as-embodied-generalists-fa95e9","title":"Position paper: computer-use agents as embodied generalists","description":"Two Carnegie Mellon University researchers argue that computer-use agents can serve as embodied generalists when physical tasks are exposed through software interfaces.","retrieval_nugget":"Two Carnegie Mellon University researchers argue that computer-use agents can serve as embodied generalists when physical tasks are exposed through software interfaces. Their single agent placed first, second, third, and sixth across four ECCV workshop competitions without competition-specific tuning. The results are evidence for a research direction, not proof of general robot competence.","published_at":"2026-11-06","updated_at":"2026-11-06","record_date":"2026-11-06","date_kind":"published_at","topics":["gemini"],"entities":["Pranjal Aggarwal","Sean Welleck","Carnegie Mellon University","Gemini 3.5 Flash","Gemini 3.6 Flash","Qwen3.5 9B","π 0.5","ECCV"],"related_patterns":["ai-native-orgs-move-to-review-and-orchestration"],"novelty_label":"new_fact","what_changed":"A study reports that one computer-use agent, with only its software adapted, placed first, second, third and sixth across four ECCV embodied AI competitions.","prior_refs":["https://newruntime.com/posts/holo4-powering-generalist-computer-use-agents-7a01cd/","https://newruntime.com/posts/paper-computer-use-agents-stale-clicks-come-mostly-74640b/"],"source_url":"https://pranjal2041.github.io/cua-embodied","source_urls":["https://pranjal2041.github.io/cua-embodied"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:position-paper-computer-use-agents-as-embodied-generalists-fa95e9","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/position-paper-computer-use-agents-as-embodied-generalists-fa95e9/","markdown":"https://newruntime.com/posts/position-paper-computer-use-agents-as-embodied-generalists-fa95e9.md","json":"https://newruntime.com/posts/position-paper-computer-use-agents-as-embodied-generalists-fa95e9.json"},"markdown_url":"https://newruntime.com/posts/position-paper-computer-use-agents-as-embodied-generalists-fa95e9.md","next_reads":[{"type":"topic","path":"/topics/gemini/","url":"https://newruntime.com/topics/gemini/","title":"Gemini","reason":"Explore the gemini topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/gemini.md","json_url":"https://newruntime.com/topics/gemini.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"}]}