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Arize AI
CUGA Agent: From Benchmarks to Business Impact of IBM's Generalist Agent
23 minutes Posted Feb 11, 2026 at 9:00 pm.
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We dive into the latest paper from a team of researchers at IBM: "From Benchmarks to Business Impact: Deploying IBM Generalist Agent in Enterprise Production." We're excited to host several of the paper's authors, who walk us through the research and its implications. The paper reports IBM’s experience developing and piloting the Computer Using Generalist Agent (CUGA), which has been open-sourced for the community. CUGA adopts a hierarchical planner–executor architecture with strong analytica...