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Search Publications by: Stevie Bergman (Fed)

Displaying 1 - 2 of 2

Challenges to the monitoring of deployed AI systems: Center for AI Standards and Innovation

March 6, 2026

Author(s)

Anita Rao, Andrew Keller, Neha Kalra, Ryan Steed, Kweku Kwegyir-Aggrey, Kevin Klyman, Diane Staheli, Amanda Bergman

As artificial intelligence (AI) systems are increasingly integrated into commercial and government applications, there is a growing need to monitor these systems in real-world settings. Although pre-deployment evaluations are valuable for assessing AI

Expanding the AI Evaluation Toolbox with Statistical Models

February 17, 2026

Author(s)

Andrew Keller, Kweku Kwegyir-Aggrey, Ryan Steed, Anita Rao, Julia Sharp, Amanda Bergman

Benchmarks are widely used to evaluate and compare the performance of artificial intelligence systems. However, some approaches to computing benchmark metrics produce invalid uncertainty estimates or make unrecognized assumptions about the evaluation

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