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A Blockchain Protocol for Human-in-the-Loop AI

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arxiv 2211.10859 v1 pith:R6ZTGXRJ submitted 2022-11-20 cs.AI cs.NI

A Blockchain Protocol for Human-in-the-Loop AI

classification cs.AI cs.NI
keywords blockchainhumanprotocolsystemsautonomouscollectiondaosdecentralized
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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Intelligent human inputs are required both in the training and operation of AI systems, and within the governance of blockchain systems and decentralized autonomous organizations (DAOs). This paper presents a formal definition of Human Intelligence Primitives (HIPs), and describes the design and implementation of an Ethereum protocol for their on-chain collection, modeling, and integration in machine learning workflows.

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