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Domain-expert AI evaluation and the comeback of knowledge graphs

April 4, 2026PyData

PyData’s interview with Anaconda’s Daina Bouquin argues AI evaluation needs domain experts and warns against equating LLM with AI, while pointing to knowledge graphs as a complementary approach. It reflects a research-to-practice push for better measurement and grounding.

why AI evaluation needs domain experts
the comeback of knowledge graphs
why LLM is not a synonym for AI
Give Me 5 Season 2, Episode 2: Daina Bouquin from Anaconda
honest takes in the open source science conversation
PyData
evaluationopen sourcellmopen source

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