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AI Systems: Reliability, Evaluation, and Data Management

Research on AI reliability, incomplete specifications, and the gap between a user’s intent and a system’s behavior.

How can users tell whether an AI system has done what they intended?

Selected research

  • Emerging Self-Verifying AI Systems agenda
  • GenRewrite research on LLM-assisted query rewriting
  • Systems research emphasizing verification, constraints, and measurable behavior