Poster
in
Workshop: Decentralization and Trustworthy Machine Learning in Web3: Methodologies, Platforms, and Applications

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

Nassim Dehouche · Richard Blythman

[ Poster]

Abstract

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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