mlsanityData to 7 Oct 2026

Counterweights and Complementarities: The Convergence of AI and Blockchain Powering a Decentralized Future

arXiv 2603.11299 ↗First posted 11 Mar 2026cs.AIcited by 1

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Abstract (arXiv)

This editorial addresses the critical intersection of artificial intelligence (AI) and blockchain technologies, highlighting their contrasting tendencies toward centralization and decentralization, respectively. While AI, particularly with the rise of large language models (LLMs), exhibits a strong centralizing force due to data and resource monopolization by large corporations, blockchain offers a counterbalancing mechanism through its inherent decentralization, transparency, and security. The editorial argues that these technologies are not mutually exclusive but possess complementary strengths. Blockchain can mitigate AI's centralizing risks by enabling decentralized data management, computation, and governance, promoting greater inclusivity, transparency, and user privacy. Conversely, AI can enhance blockchain's efficiency and security through automated smart contract management, content curation, and threat detection. The core argument calls for the development of ``decentralized intelligence'' (DI) -- an interdisciplinary research area focused on creating intelligent systems that function without centralized control.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 9 of its 41 references that are in the map. First posted on arXiv 11 Mar 2026.

Builds on

9 of 41 references.

References · 9

  1. 2023GPT-4 Technical Reportcited by 18,132
  2. 2016Communication-Efficient Learning of Deep Networks from Decentralized Datacited by 7,592
  3. 2021On the Opportunities and Risks of Foundation Modelscited by 3,961
  4. 2021Ethical and social risks of harm from Language Modelscited by 957
  5. 2019Federated Machine Learning: Concept and Applicationscited by 409
  6. 2021Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasetscited by 179
  7. 2021Non-Fungible Token (NFT): Overview, Evaluation, Opportunities and Challengescited by 25
  8. 2025A Survey of Zero-Knowledge Proof Based Verifiable Machine Learningcited by 21
  9. 2024AIArena: A Blockchain-Based Decentralized AI Training Platformcited by 4

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