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newsDatabricks·May 11, 2026

Evaluating AI in Production: A Practical Guide

Summary

The video provides a practical guide to evaluating AI in production, emphasizing that evaluation is a continuous process, not a one-time task. It details common evaluation processes, including developing hypotheses, gathering improvement signals, defining success criteria, and utilizing various scoring methods like code-based, LLM-as-judge, and human review.

Summary generated by brickster.ai from the video transcript.

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