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#Decentralization
Seven entries on this site carry the Decentralization tag: two papers, two posts, two projects and one talk, dated between 2023 and 2024.
Papers
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Epistral Network: Revolutionizing Media Curation and Consumption through Decentralization
Paper · 2024 · arXiv This paper introduces the Epistral Network, a novel decentralized framework for media curation and consumption. -
Centralized Intermediation in a Decentralized Web3 Economy: Value Accrual and Extraction
Paper · 2023 · arXiv This paper examines the paradoxical emergence of centralized intermediaries within the supposedly decentralized Web3 ecosystem.
Posts
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DePIN: The Future of Physical Infrastructure
Post · 2024 Why Decentralized Physical Infrastructure Networks (DePIN) represent a fundamental shift in how we build and own critical infrastructure. -
Why Deepfake Detection Needs Decentralization
Post · 2024 As deepfake technology becomes more sophisticated, centralized detection approaches are failing. Here's why we need decentralized solutions.
Projects
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Generalized DePIN Protocol
Project · 2024 Framework for Decentralized Physical Infrastructure Networks -
Deepfake Detection Network
Project · 2024 Decentralized Deepfake Detection Blockchain Network using Dynamic Algorithm Management
Talks
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Decentralized AI: Privacy, Fairness, and the Future of Machine Learning
Talk · 2024 · AI & Web3 Summit 2024 A keynote on the convergence of federated learning, blockchain, and decentralized systems for privacy-preserving AI