Don't Approve the AI Model. Approve the App - Doneyli De Jesus, Langfuse
Source
youtube.com
Author
AI Engineer
Date
Why it matters
Shows how to certify an AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → application rather than a model, using golden datasets, multi-dimension scoring and expert-set gates, including a case where adding a calculator tool fixed numeric accuracy.
Terms in this piece · Glossary
LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
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