Echoverse: training agents in deep, evolving environments for computer-use tasks
Microsoft Research describes Echoverse, an approach that trains computer-use AI agents in realistic, evolving environments instead of merely supplying more training tasks; the aim is to help agents handle multi-step workflows such as email and customer support. The post highlights improving agents as tasks, tests, and environments change rather than relying on static task sets.