// Hacker Noon · 21 February 2026

DeepMind’s Gato Shows How One AI Can Learn Everything at Once

Researchers at DeepMind built Gato, a 1.2B-parameter transformer trained on 604 tasks spanning Atari games, image captioning, dialogue, and real-world robotics. Using one shared set of weights, Gato processes text, images, and actions as tokens in a single sequence model. It achieves strong multi-ta...

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