[KongchangAI]
Unverified50% confidenceOpinionExact time

The article proposes a mental model: production-grade AI = model + data + application + integration + evaluation + security + operations, and missing any single layer can turn a prototype into a system that is difficult to maintain or trust

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50%
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Long-term
Relevance
10/12/2026
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