Embedding-distance clustering separates responses from three tested LLMs and two knowledge bases, and the authors build this into an EigenLayer staking-based verification scheme for the Gaia network.
Trust the Process: Zero-Knowledge Machine Learning to Enhance Trust in Generative AI Interactions, The 5th AAAI Workshop on Privacy-Preserving Artificial Intelligence, 2024
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Trust, but verify
Embedding-distance clustering separates responses from three tested LLMs and two knowledge bases, and the authors build this into an EigenLayer staking-based verification scheme for the Gaia network.