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Research Blog19 min read

Echoverse: Deep, evolving environments for computer-use agents

Computer-use AI agents struggle with multi-step workflows like email and customer support. Echoverse trains agents in realistic environments rather than simply providing more training tasks, helping them improve as the tasks, tests, and environments evolve.

Echoverse: Deep, evolving environments for computer-use agents

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Originally published by Microsoft Research Blog on Jul 30, 2026.

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