KGeN Powers Humyn Labs' Proof of Expert System for AI Training

馃 Who trains the trainers

By KGeN
Mar 30, 2026, 3:34 PM
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KGeN announced a partnership with Humyn Labs to power its Proof of Expert system, which validates and tracks human expertise for AI model training.​

How it works:

  • Humyn Labs builds infrastructure for verified human expertise through reputation verification, skill scores, and performance history
  • KGeN provides access to real, engaged communities that form the foundation of the Proof of Expert system
  • Through these communities, Humyn Labs identifies and validates genuine expertise for multimodal AI training at scale

The partnership structure:

  • Humyn Labs handles the product and technology layer
  • KGeN manages the supply and distribution layer

The collaboration addresses a fundamental challenge in AI development: models are only as intelligent as the humans behind the training data.​ Rather than focusing solely on what models know, the partnership aims to help models learn how to think by ensuring they learn from verified experts.​

Sources
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