How Do You Trust a Number an LLM Extracted?
A pipeline returns a perfectly-shaped JSON object. Every field present, every type valid, Pydantic green across the board, not a parse error in sight — and the number inside it is …
A pipeline returns a perfectly-shaped JSON object. Every field present, every type valid, Pydantic green across the board, not a parse error in sight — and the number inside it is …
An extraction pipeline has to hold up on the whole corpus, not the slice in the demo — and the demo is the one place that gap stays invisible. The vendor demo ran clean: a dozen …
For the same leadership-development AI platform I built the production infrastructure for (AI Book Companion Platform with Enterprise Security and Observability), I designed and …