Verifying AI Truth: Decentralized AI & Blockchain

The surge of AI-generated misinformation threatens the integrity of online information. This paper proposes a model employing blockchain and decentralized AI to combat this issue. We're building a system where a network of AI agents, distributed across a decentralized architecture, independently analyze content for veracity. These agents leverage machine learning to detect AI-generated manipulation, sharing their assessments on an immutable blockchain ledger. This ledger ensures transparency and prevents tampering, recording content metadata and verification results. A consensus mechanism, inherent to the blockchain, enables collective decision-making on content trustworthiness. The system incentivizes community participation through a tokenized reward structure, fostering collaborative fact-checking. By merging the strengths of blockchain's security anddecentralized AI's analytical power, this model aims to create a robust, trustworthy information ecosystem capable of fighting AI-driven misinformation.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-03-14
DOI
https://doi.org/10.5281/zenodo.15641595
Primary Topic
Nonlinear Waves and Solitons
Type
article
Field-Weighted Citation Impact
0.00
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article

Verifying AI Truth: Decentralized AI & Blockchain

Zenodo (CERN European Organization for Nuclear Research)
Nonlinear Waves and Solitons
article

Verifying AI Truth: Decentralized AI & Blockchain

article en

Abstract

The surge of AI-generated misinformation threatens the integrity of online information. This paper proposes a model employing blockchain and decentralized AI to combat this issue. We're building a system where a network of AI agents, distributed across a decentralized architecture, independently analyze content for veracity. These agents leverage machine learning to detect AI-generated manipulation, sharing their assessments on an immutable blockchain ledger. This ledger ensures transparency and prevents tampering, recording content metadata and verification results. A consensus mechanism, inherent to the blockchain, enables collective decision-making on content trustworthiness. The system incentivizes community participation through a tokenized reward structure, fostering collaborative fact-checking. By merging the strengths of blockchain's security anddecentralized AI's analytical power, this model aims to create a robust, trustworthy information ecosystem capable of fighting AI-driven misinformation.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 59%
Nonlinear Waves and Solitons
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