Why “Agents Fail” Benchmarks Miss How Enterprise Agentic AI Actually Works
A recent academic benchmark has been cited widely as evidence that “AI agents fail in the real world.”
In CMU’s AgentCompany paper, even after roughly 3,000 person-hours of setup, Gemini 2.5 Pro completed only about 30% of assigned tasks. The result ...
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