Data Science x AI EP2 -Evaluate Accuracy

Series “Evaluate LLM-powered Products” EP2!

In this episode, I share what “accuracy” really means when it comes to LLMs and AI-powered products. We explore why traditional metrics like BLEU and ROUGE often fall short, how LLM-as-a-judge methods work, and why multi-turn conversations are especially tricky to evaluate. I also share practical tips, rubrics, and personal lessons learned from my own experiments.

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