AI Apps Don't Fail on the AI: What Actually Breaks
A demo works. The model answers questions, drafts the summary, and flags the anomaly on cue. Six months later the same capability sits unused, and the postmortem blames the AI. It is almost never the AI. The prediction was fine, the retrieval was accurate, and the latency was acceptable. What broke sat around the model: a login that refused half the users, a data feed that arrived a day late,...
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