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An env where an agent manages a team's calendar in a dynamic world. Real personal assistants don't work in a static environment. You wake up, check your inbox, figure out what your boss needs, start scheduling — and then halfway through, someone cancels a meeting, HR rolls out a new policy, a client changes their mind, and your kid's school event moves up an hour. We built an environment that actually tests for this. The agent reads its inbox and sees tasks — messages from the boss, and clients. It has to piece together what needs doing. Then the ground shifts. Mid-episode, 7 interrupts fire at randomized steps that affect the rules of the environment, meetings scheduled, and events the agent believes have already occurred. The agent has to detect these changes and negotiate with others to fit events within the schedule. Training agent took too long so no benchmarked agent, just environment.

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lucaszheng

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