Day 60: From model demos to mission-ready AI systems
A practical map for moving from impressive AI demos to systems people can trust.
Jul 20, 20263 min read

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Articles tagged with #rag
A practical map for moving from impressive AI demos to systems people can trust.

Why production AI is the coordination of data, models, tools, controls, evaluation, and people.

Why retrieved content must stay data, not become authority over the system.

Why RAG evaluation has to measure retrieval, grounding, generation, and citations separately.

Why reflection only helps when it checks the answer against evidence and changes behavior.

Why weak evidence should trigger recovery, not a fluent answer with false confidence.
