Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation

Sahil Pardasani, Madhusudan Singh

LLM benchmarks can build an organization's reputation and attract customers, but only when results are transparent and verifiable. Unverified claims that DeepSeek R1 outperformed O…