CUGA Agent: From Benchmarks to Business Impact of IBM's Generalist Agent

CUGA Agent: From Benchmarks to Business Impact of IBM's Generalist Agent

From Deep Papers by Arize AI

February 11, 2026 · 23 min

About this episode

The episode discusses IBM's research on the Computer Using Generalist Agent and its business implications.

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...

People in this episode

Host: Arize AI

Topics covered

  • IBM
  • Generalist Agent
  • CUGA
  • enterprise production
  • research implications
  • hierarchical planner-executor architecture

Keywords

  • IBM
  • CUGA
  • Generalist Agent
  • enterprise
  • research
  • production
  • hierarchical architecture

Mentioned in this episode

Organizations: IBM

Products: Computer Using Generalist Agent (CUGA)

Books & works: From Benchmarks to Business Impact: Deploying IBM Generalist Agent in Enterprise Production

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