ROBOTICS

Gemini Robotics 2.5 rolls out to partners with broader manipulation skills

By IDAKIM Digital · Published November 11, 2026

The VLA update targets dexterity, industrial reliability and steerable physical safety.

DeepMind announced Gemini Robotics 2.5 on November 10 and is rolling it out to robotics partners. The vision-language-action model was evaluated across more than 200 tasks, including tool use, delicate-object handling and manipulation of flexible objects. A proof-of-concept paired Apptronik’s Apollo 2 humanoid with Mercedes-Benz production-line kitting, using an embodied reasoning model to track work and Robotics 2.5 to control hands and arms. DeepMind reports a 96% success rate for that pilot; the number describes that setting rather than a universal reliability guarantee. The company also describes inference-time guidance around physical hazards and introduces the ASIMOV-Jailbreak benchmark for adversarial robotics requests. Gemini 4 Argon supported the research through simulation and analysis of failure footage. This launch concerns a partner robotics stack, not a consumer download that turns arbitrary hardware into a safe autonomous worker. Real deployments still require equipment integration, workspace controls and task-specific validation.

Why it matters

Choose a bounded manipulation task and measure recovery, throughput and safety separately. Pilot results are useful planning evidence, but cannot replace validation in the actual workspace.

Source: Google DeepMind · November 10, 2026

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