mlsanityData to 7 Oct 2026

DAO-enabled decentralized physical AI: A new paradigm for human-machine collaboration

arXiv 2605.04522 ↗First posted 6 May 2026cs.MA cs.AI cs.CYcited by 1

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Abstract (arXiv)

We propose DAO-enabled decentralized physical AI (DePAI), a democratic architecture for coordinating humans and autonomous machines in the operation and governance of physical-digital systems. We (1) synthesize foundations in blockchains, decentralized autonomous organizations (DAOs), and cryptoeconomics; (2) connect DAO design with digital-democracy research on deliberation and voting, showing how each can advance the other; (3) position DAO-governed decentralized physical infrastructure networks (DePIN) within a vertically integrated stack that links energy and sensing to connectivity, storage/compute, models, and robots; (4) show how these elements specify workflows that couple machine execution with human oversight, enabling enhanced self-organization of techno-socio-economic systems, which we call DePAI; and (5) analyze risks, including security, centralization, incentive failure, legal exposure, and the crowding-out of intrinsic motivation, and argue for value-sensitive design and continuously adaptive governance. DePAI offers a path to scalable, resilient self-organization that integrates physical infrastructure, AI, and community ownership under transparent rules, on-chain incentives, and permissionless participation, aiming to preserve human autonomy.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 29 of its 89 references that are in the map. First posted on arXiv 6 May 2026.

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29 of 89 references.

References · 29

  1. 2023Universal and Transferable Adversarial Attacks on Aligned Language Modelscited by 2,914
  2. 2023Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injectioncited by 1,339
  3. 2023Bias and Fairness in Large Language Models: A Surveycited by 626
  4. 2024An Early Categorization of Prompt Injection Attacks on Large Language Modelscited by 28
  5. 2025Eliza: A Web3 friendly AI Agent Operating Systemcited by 14
  6. 2024Decentralized Governance of Autonomous AI Agentscited by 11
  7. 2023Designing Digital Voting Systems for Citizens: Achieving Fairness and Legitimacy in Participatory Budgetingcited by 9
  8. 2013Do the rich get richer? An empirical analysis of the BitCoin transaction networkcited by 7
  9. 2023A Taxonomy for Blockchain-based Decentralized Physical Infrastructure Networks (DePIN)cited by 6
  10. 2019A Cryptoeconomic Traffic Analysis of Bitcoin's Lightning Networkcited by 4
  11. 2022To incentivize or not: Impact of blockchain-based cryptoeconomic tokens on human information sharing behaviorcited by 4
  12. 2025Bridging Voting and Deliberation with Algorithms: Field Insights from vTaiwan and Kultur Komiteecited by 3
17 more
  1. 2025Trustworthy Decentralized Autonomous Machines: A New Paradigm in Automation Economycited by 3
  2. 2018Decrypting Distributed Ledger Design -- Taxonomy, Classification and Blockchain Community Evaluationcited by 2
  3. 2024Classifying Proposals of Decentralized Autonomous Organizations Using Large Language Modelscited by 2
  4. 2024DAOs of Collective Intelligence? Unraveling the Complexity of Blockchain Governance in Decentralized Autonomous Organizationscited by 2
  5. 2024Machine Learning-Based Detection of Pump-and-Dump Schemes in Real-Timecited by 2
  6. 2025AgentDAO: Synthesis of Proposal Transactions Via Abstract DAO Semanticscited by 2
  7. 2016A "Social Bitcoin" could sustain a democratic digital worldcited by 1
  8. 2021Finance 4.0: Design principles for a value-sensitive cryptoecnomic system to address sustainabilitycited by 1
  9. 2023Efficient Social Choice via NLP and Samplingcited by 1
  10. 2023New Online Communities: Graph Deep Learning on Anonymous Voting Networks to Identify Sybils in Polycentric Governancecited by 1
  11. 2025Concentration in Governance Control Across Decentralised Finance Protocolscited by 1
  12. 2025Network Analysis of Uniswap: Centralization and Fragility in the Decentralized Exchange Marketcited by 1
  13. 2025Evaluating DAO Sustainability and Longevity Through On-Chain Governance Metricscited by 1
  14. 2025Monero Peer-to-peer Network Topology Analysiscited by 1
  15. 2025Balancing Security and Liquidity: A Time-Weighted Snapshot Framework for DAO Governance Votingcited by 1
  16. 2025AI Agent Architecture for Decentralized Trading of Alternative Assetscited by 1
  17. 2025Swarm Oracle: Trustless Blockchain Agreements through Robot Swarmscited by 1

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