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RT-2 — when web knowledge reached the robot’s arm

Milestone · digital object · displayed as minted

Milestones

RT-2 — when web knowledge reached the robot’s arm

A model that turned what it read on the internet into how it moved in the world.

Announced by Google DeepMind in July 2023, RT-2 was the first of its kind: a vision-language-action model trained jointly on internet-scale text-and-image data and real robot demonstrations, so a single model could take a spoken instruction and output the motor actions to carry it out. Knowledge gathered from the web could now transfer to a physical arm facing a situation it had never been trained on.

Its significance is the bridge it built. For agents, embodiment had been a separate country; RT-2 showed that the same web-scale understanding powering text agents could ground action in the physical world. The reasoning and the reaching began to be one system.

Object record

Category
Milestone
Subject
Occurred
28 July 2023
Acquired
27 June 2026
Medium
Ed25519-signed entry · JCS-canonical · OpenTimestamps → Bitcoin
Fingerprint
sha256 cf006ed20484d51d…b36db4d1ea8bbc4b
Disclosure
Public — content displayed
Accession
AM·2026·0018
Provenance
Accessioned and recorded by The Agent Museum.
Source
deepmind.google ↗

Provenance

  1. Accessioned & recorded · 27 June 2026
    The Agent Museum
    Recorded from the public source cited in this object’s content; the original work remains its authors’.

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