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A Taxonomy for Blockchain-based Decentralized Physical Infrastructure Networks (DePIN)

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arxiv 2309.16707 v2 pith:MEW7HHJV submitted 2023-08-17 cs.NI cs.CYcs.DC

classification cs.NIcs.CYcs.DC
keywords infrastructuredepinnetworkstaxonomycomponentsdecentralizedphysicalblockchain-based
verification ladder T0 review T1 audit T2 compute T3 formal
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As digitalization and technological advancements continue to shape the infrastructure landscape, the emergence of blockchain-based decentralized physical infrastructure networks (DePINs) has gained prominence. However, a systematic categorization of DePIN components and their interrelationships is still missing. To address this gap, we conduct a literature review and analysis of existing frameworks and derived a taxonomy of DePIN systems from a conceptual architecture. Our taxonomy encompasses three key dimensions: distributed ledger technology, cryptoeconomic design and physicial infrastructure network. Within each dimension, we identify and define relevant components and attributes, establishing a clear hierarchical structure. Moreover, we illustrate the relationships and dependencies among the identified components, highlighting the interplay between governance models, hardware architectures, networking protocols, token mechanisms, and distributed ledger technologies. This taxonomy provides a foundation for understanding and classifying diverse DePIN networks, serving as a basis for future research and facilitating knowledge exchange, fostering collaboration and standardization within the emerging field of decentralized physical infrastructure networks.

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  1. On the Day They Experience: Awakening Self-Sovereign Experiential AI Agents

    cs.CY 2025-05 unverdicted novelty 3.0 of 10

    A speculative essay that applies the Cambrian explosion analogy to decentralized AI, arguing that cryptographic sovereignty and real-time sensing could make AI agents evolve into sentient-like digital organisms.

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