ai can cure rare diseases
From Peter Saddington - AGILE, STARTUPS, SELF-IMPROVEMENT! by PETER SADDINGTON
May 8, 2026 · 3 min
About this episode
The episode discusses how AI technology is revolutionizing the diagnosis of rare diseases, significantly reducing the time it takes to identify conditions.
Six days I've spent on the politics of AI — who got told, paid, asked, recorded, who showed up, who got the bill distributed before the senator read it. Today is a different question. Does the technology actually do something that matters? Today's article is about rare diseases. 30 million Americans live with one. The average diagnostic odyssey is seven years. AI is starting to compress that to weeks. Rare disease is the cleanest commercial case in medical AI. Motivated families. Niche markets. The orphan drug pipeline is a $200 billion market by 2030. Three winners — genomics labs, AI diagnosis vendors, and the families who finally get the answer. The losers are the data brokers who sat on it for a decade. But genomic data isn't like other medical records. It's hereditary. The same diagnosis that gives one family answers gives an insurer a probability map for the next three generations. The diagnosis is medicine. The leak is policy. And the bottleneck isn't intelligence. The model has been clinical-grade for 18 months. The patient still waits seven years. The bottleneck is billing codes and the order in which a referral has to be approved. This is the article that justifies the…
People in this episode
Host: Peter Saddington
Topics covered
- AI in healthcare
- rare diseases
- diagnostic technology
- genomics
- medical policy
- patient care
Keywords
- AI
- rare diseases
- diagnosis
- genomics
- healthcare
- medical technology
- patient experience
Mentioned in this episode
Organizations: AI, genomics labs, AI diagnosis vendors, orphan drug pipeline
Places: Boise
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