AI Research Atlas

Double-blind AI evaluation pilot

Google DeepMind · 27 August 2026

Google DeepMind pilots a cryptographically sealed "box" so outside evaluators can test a Gemini Flash Lite model on confidential benchmarks without leaking them.

Targets benchmark contamination. External tests stay confined to the box so the model cannot later optimize against them. Partners include the Singapore AI Safety Institute, OpenMined, AVERI and MLCommons. A proof of concept only, with no standing leaderboard.

Date
Thursday, 27 August 2026
Lab
Google DeepMind
Kind
infra
Access
research preview

"World's first" is Google's claim.

Sources

  1. deepmind.google/blog/piloting-the-worlds-first-double-blind-ai-evaluations/

This record was checked against its sources on 6 October 2026. How we check