Writing
Essays
On building and using AI with judgment — the 95% problem, matching the tool to the job, and the distance between what AI promises and what it delivers. The thinking behind topfiveaitech.com.
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Why 95% of AI Projects Fail (and How to Land in the 5%)
MIT found 95% of enterprise AI projects deliver no value — and winners ran the same models as losers. The failure isn’t the tech; it’s the first conversation — and that’s the part you can fix.