A Blockchain Protocol for Human-in-the-Loop AI
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Abstract (arXiv)
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.
Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 5 of its 23 references that are in the map. First posted on arXiv 20 Nov 2022.
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5 of 23 references.
References · 5
- 2020Data and its (dis)contents: A survey of dataset development and use in machine learning researchcited by 260
- 2021A Survey of Human-in-the-loop for Machine Learningcited by 215
- 2018Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunitiescited by 20
- 2015The New South Wales iVote System: Security Failures and Verification Flaws in a Live Online Electioncited by 1
- 2019Fear Not, Vote Truthfully: Secure Multiparty Computation of Score Based Rulescited by 1
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