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Data-driven and distributed governance of building facilities management using decentralized autonomous organization, digital twin, and large language models

arXiv 2605.16298 ↗First posted 16 Apr 2026cs.CY cs.AI cs.MAcited by 0

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Abstract (arXiv)

While traditional AI and data-driven facilities management approaches have improved building operational efficiency, they remain constrained by centralized organizational structures that are vulnerable to cyber attacks, limited contextual understanding, and decision-making processes that exclude key stakeholders from governance. This paper introduces a novel AI- and data-driven distributed governance framework for smart building management that integrates decentralized autonomous organizations (DAOs), digital twins, large language models (LLMs), and blockchain technology. The framework enables transparent collective decision-making through a DAO governance platform, implements data-driven management using IoT and digital twins, incorporates LLM-based virtual assistants for enhanced decision support, and utilizes blockchain for secure building automation. A full-stack decentralized application was developed to facilitate user interaction with these integrated components. The system was evaluated for cost efficiency, scalability, data security, and usability using the System Usability Scale (SUS). Expert interviews were also conducted to assess its practical benefits and implementation challenges.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 8 of its 58 references that are in the map. First posted on arXiv 16 Apr 2026.

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8 of 58 references.

References · 8

  1. 2024The Llama 3 Herd of Modelscited by 14,715
  2. 2023Atom: Low-bit Quantization for Efficient and Accurate LLM Servingcited by 272
  3. 2024LLM-as-a-Judge & Reward Model: What They Can and Cannot Docited by 32
  4. 2023GPT Models in Construction Industry: Opportunities, Limitations, and a Use Case Validationcited by 21
  5. 2018A Survey on Consensus Mechanisms and Mining Strategy Management in Blockchain Networkscited by 11
  6. 2018Decentralized Applications: The Blockchain-Empowered Software Systemcited by 7
  7. 2024ScaleLLM: A Resource-Frugal LLM Serving Framework by Optimizing End-to-End Efficiencycited by 6
  8. 2024Autonomous Building Cyber-Physical Systems Using Decentralized Autonomous Organizations, Digital Twins, and Large Language Modelcited by 3

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