Microsoft SignalWhen work piles up, today’s AI agents fall behind
By midmorning, a typical knowledge worker is already juggling a client report, a budget spreadsheet, a slide deck and an email backlog, all interdependent and demanding attention at once. For AI agents to be genuinely useful in that environment they will need to operate the same way, but today’s best models are usually evaluated one task at a time, not dozens at once. When Microsoft Research tested leading computer-using agents under multitasking environments, the agents struggled with the workload, with completion rates dropping nearly 50%.
In a new paper, Microsoft Research is introducing an agent framework called CORPGEN, which features digital employees that have persistent identities, role-specific expertise and realistic work schedules. They operate Microsoft 365 applications (through graphical user interface automation) and can multitask for hours. Read more about how CORPGEN’s digital employees work.































