<scp>AIArena</scp> : A Blockchain-Based Decentralized AI Training Platform

The rapid advancement of AI has underscored critical challenges in its development and implementation, largely due to centralized control by a few major corporations. This concentration of power intensifies biases within AI models, resulting from inadequate governance and oversight mechanisms. Additionally, it limits public involvement and heightens concerns about the integrity of model generation. Such monopolistic control over data and AI outputs threatens both innovation and fair data usage, as users inadvertently contribute data that primarily benefits these corporations.

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Publication Details

Published
2025-05-08
DOI
https://doi.org/10.1145/3701716.3715484
Citations
2
Primary Topic
Blockchain Technology Applications and Security
Type
article
Field-Weighted Citation Impact
6.49

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article

AIArena : A Blockchain-Based Decentralized AI Training Platform

Rui Sun, Eric Lui, Zhipeng Wang, Yizhe Wen et al.
2 citations
Blockchain Technology Applications and Security
6.49
article

AIArena : A Blockchain-Based Decentralized AI Training Platform

Rui Sun, Eric Lui, Zhipeng Wang, Yizhe Wen, Jiahao Sun, Tuo Zhou
article en
2 citations

Abstract

The rapid advancement of AI has underscored critical challenges in its development and implementation, largely due to centralized control by a few major corporations. This concentration of power intensifies biases within AI models, resulting from inadequate governance and oversight mechanisms. Additionally, it limits public involvement and heightens concerns about the integrity of model generation. Such monopolistic control over data and AI outputs threatens both innovation and fair data usage, as users inadvertently contribute data that primarily benefits these corporations.

Flock (United Kingdom) (GB), Imperial College London (GB), Newcastle University (GB), University of Hong Kong (HK)
Ethereum Foundation
Openalex Percentile: Top 4%
Blockchain Technology Applications and Security
6.49
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