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MUSTER: Building Safer Enterprise AI Agents That Ask Less and Retry Less

AI agents are getting good enough to do real work inside companies. They can read documents, understand images, call tools, make decisions, and trigger actions.

  • MUSTER system limits agent's data access and verifies action outcomes
  • Each data source controls its evidence, central system has no blanket access
  • MUSTER minimizes data collection when uncertainty exists, avoiding unnecessary data gathering

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