Enterprises that give AI agents shared memory and carefully tuned context still end up with agent teams that fail at shared goals, says Vijoy Pandey, senior vice president and general manager of Outshift by Cisco, the company's incubation arm. In fact, a recent Berkeley study found that roughly a third of the agent failures it examined could be attributed to misaligned goals.
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