Insights
Occasional long-form thinking on AI, digital, and medical innovation in pharma and biotech.
What Watson for Clinical Trial Matching taught me about the ChatGPT era
The AI project I helped lead in oncology was narrow, measured, and human-in-the-loop. That is exactly why it worked — and what today’s models risk forgetting.
The technology worked. The program still didn’t.
Six reasons Watson for Clinical Trial Matching never reached scale — and where health-AI programs still fail today. A companion to the piece above.
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