We introduce Economy of Minds (EoM): Agents compete, trade, get wealthy, go bankrupt, and mutate, forming an evolving society where coordination and adaptation automatically emerge in a decentralized manner.</p>\n","updatedAt":"2026-06-04T09:34:00.294Z","author":{"_id":"650390d0c549d0b61839ca13","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/650390d0c549d0b61839ca13/2bFvv7csIA2xVNbVR9RRa.png","fullname":"Zhenting Qi","name":"zhenting","type":"user","isPro":true,"isHf":false,"isHfAdmin":false,"isMod":false,"followerCount":8,"isUserFollowing":false}},"numEdits":0,"identifiedLanguage":{"language":"en","probability":0.7912697196006775},"editors":["zhenting"],"editorAvatarUrls":["https://cdn-avatars.huggingface.co/v1/production/uploads/650390d0c549d0b61839ca13/2bFvv7csIA2xVNbVR9RRa.png"],"reactions":[],"isReport":false}}],"primaryEmailConfirmed":false,"paper":{"id":"2606.02859","authors":[{"_id":"6a202b7b15100c5272a8430d","name":"Zhenting Qi","hidden":false},{"_id":"6a202b7b15100c5272a8430e","name":"Huangyuan Su","hidden":false},{"_id":"6a202b7b15100c5272a8430f","name":"Ao Qu","hidden":false},{"_id":"6a202b7b15100c5272a84310","name":"Chenyu Wang","hidden":false},{"_id":"6a202b7b15100c5272a84311","name":"Yu Yao","hidden":false},{"_id":"6a202b7b15100c5272a84312","name":"Han Zheng","hidden":false},{"_id":"6a202b7b15100c5272a84313","name":"Kushal Chattopadhyay","hidden":false},{"_id":"6a202b7b15100c5272a84314","name":"Guowei Xu","hidden":false},{"_id":"6a202b7b15100c5272a84315","name":"Zihan Wang","hidden":false},{"_id":"6a202b7b15100c5272a84316","name":"Weirui Ye","hidden":false},{"_id":"6a202b7b15100c5272a84317","name":"Vijay Janapa Reddi","hidden":false},{"_id":"6a202b7b15100c5272a84318","name":"Ju Li","hidden":false},{"_id":"6a202b7b15100c5272a84319","name":"Paul Pu Liang","hidden":false},{"_id":"6a202b7b15100c5272a8431a","name":"Himabindu Lakkaraju","hidden":false},{"_id":"6a202b7b15100c5272a8431b","name":"Sham Kakade","hidden":false},{"_id":"6a202b7b15100c5272a8431c","name":"Yilun Du","hidden":false}],"mediaUrls":["https://cdn-uploads.huggingface.co/production/uploads/650390d0c549d0b61839ca13/FrZnUBsDqT-OvpZsPjQri.mp4"],"publishedAt":"2026-06-01T00:00:00.000Z","submittedOnDailyAt":"2026-06-04T00:00:00.000Z","title":"Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions","submittedOnDailyBy":{"_id":"650390d0c549d0b61839ca13","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/650390d0c549d0b61839ca13/2bFvv7csIA2xVNbVR9RRa.png","isPro":true,"fullname":"Zhenting Qi","user":"zhenting","type":"user","name":"zhenting"},"summary":"How can a population of agents self-orchestrate and self-adapt into stronger collective intelligence without centralized control? Inspired by Friedrich Hayek's economic theory of decentralized coordination in markets, we study this question through an agent economy in which agents compete via auctions for the right to act, exchange payments, and accumulate wealth from environmental rewards. These simple economic signals induce decentralized credit assignment, driving planning without global orchestration or explicit communication protocols. The population evolves through economic selection: effective agents accumulate wealth and are mutated via exploitation, while ineffective ones go bankrupt and are replaced via exploration. We show that, initialized with weak agents, the economy produces emergent multi-step reasoning strategies and outperforms stronger monolithic baselines across five agentic tasks, including mathematical reasoning, financial research, scientific research, accelerator design, and distributed-system optimization. We further provide theoretical insights into how economic dynamics shape agent behaviors, linking local incentives to long-term global performance. Our results suggest a new path to multi-agent intelligence: rather than engineering coordination, we can design decentralized incentive structures under which it automatically emerges.","upvotes":5,"discussionId":"6a202b7b15100c5272a8431d","projectPage":"https://zhentingqi.github.io/internal/projects/EoM","githubRepo":"https://github.com/zhentingqi/EoM","githubRepoAddedBy":"user","ai_summary":"Decentralized agent economies with auction-based competition and wealth accumulation enable emergent collective intelligence without central coordination, outperforming monolithic approaches in complex reasoning and optimization tasks.","ai_keywords":["agent economy","decentralized coordination","auction-based competition","credit assignment","economic selection","wealth accumulation","multi-step reasoning","multi-agent intelligence","emergent behavior"],"ai_summary_model":"Qwen/Qwen2.5-Coder-32B-Instruct","githubStars":2,"organization":{"_id":"63663038361a96184dbad334","name":"Harvard","fullname":"Harvard University","avatar":"https://cdn-avatars.huggingface.co/v1/production/uploads/1667641389305-6366110f575c93cedafde54e.jpeg"}},"canReadDatabase":false,"canManagePapers":false,"canSubmit":false,"hasHfLevelAccess":false,"upvoted":false,"upvoters":[{"_id":"6a146bd26482105db952d83d","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/noauth/ZGr6ePpjPjbgN5NZEJQTG.png","isPro":false,"fullname":"Yu Haoyu","user":"yuhaoyu53","type":"user"},{"_id":"620783f24e28382272337ba4","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/620783f24e28382272337ba4/zkUveQPNiDfYjgGhuFErj.jpeg","isPro":false,"fullname":"GuoLiangTang","user":"Tommy930","type":"user"},{"_id":"63e992cdccae1fe5c6222f84","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/63e992cdccae1fe5c6222f84/IvksSUf2DENfUwCZSmNPd.jpeg","isPro":true,"fullname":"Guowei Xu","user":"Xkev","type":"user"},{"_id":"63898e9a2a897944ea5f1453","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/63898e9a2a897944ea5f1453/EjtslshgnAn5MjKHWLIxi.png","isPro":false,"fullname":"Huangyuan Su","user":"CHL0e","type":"user"},{"_id":"68ab96fa745427e0c0ac0f8f","avatarUrl":"/avatars/3a1c4dd06cb1fb87bd759327660fb8f3.svg","isPro":false,"fullname":"Elgohary mohamed khedr","user":"elgohary47","type":"user"}],"acceptLanguages":["en"],"dailyPaperRank":0,"organization":{"_id":"63663038361a96184dbad334","name":"Harvard","fullname":"Harvard University","avatar":"https://cdn-avatars.huggingface.co/v1/production/uploads/1667641389305-6366110f575c93cedafde54e.jpeg"}}">

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