DeepMind

Piloting the world's first double-blind AI evaluations

Aug 27, 2026William Isaac, Sol Messing and Kristian Lum
Piloting the world's first double-blind AI evaluations
SummaryAI, from the source post

Introduces the world's first double-blind evaluation for proprietary, frontier-class AI models using Google Cloud's Confidential Space. This cryptographic approach prevents benchmark contamination by ensuring neither the model provider sees test prompts nor evaluators see model weights, enhancing evaluation integrity and trust in AI benchmarks.

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