AI judges score some models higher once the model's identity is revealed, especially on political questions, and a blockchain commit-reveal protocol is proposed to enforce blind evaluation.
Accepted as a poster at ICLR 2026 (2026)
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Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation
AI judges score some models higher once the model's identity is revealed, especially on political questions, and a blockchain commit-reveal protocol is proposed to enforce blind evaluation.