Unpopular take: most enterprise AI pilots never reach production because they apply generative models to problems that require discriminative ones
This story is from 2026-08-20. It is preserved in the archive; the latest stories are on the live feed.
After nearly thirty years building distributed systems in financial markets and enterprise data infrastructure, I keep seeing the same pattern. A fraud detection model running continuously, updating from operational data, making millions of auditable decisions daily. Nobody calls it AI. It just wor…
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