Uploaded May 2026 | Updated September 2026, 3 weeks ago

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We asked Cam Young, Strategic AI Solutions Architect: What's a hot take on evals?

He said: Stop guessing and start measuring! 🔥 Use "LLM-as-a-judge" for nuance, but don't ignore code-based evals for speed and human annotators for ground truth. Custom metrics are the key to real-world AI success.

Learn about LLM-as-a-judge evaluators with Arize AX - arize.com/docs/ax/evaluate/create-evaluators#llm-as-a-judge

Learn about code evaluators with Arize AX - arize.com/docs/ax/evaluate/create-evaluators#code-evaluations

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