Do We Really Need Healthcare Superintelligence?
Most AI in healthcare promises superintelligence—but what if that’s the wrong goal entirely?
In this episode, Michael and Halle speak with Othman Laraki, co-founder and CEO of Color Health, to talk about why real-world care doesn’t need a perfect model—it needs a better system. Othman breaks down how Color evolved from a consumer genetics startup into a nationwide virtual cancer clinic, why most diagnostics businesses fail, and how AI can actually support clinicians without trying to replace them.
We cover:
🤖 Why chasing “healthcare superintelligence” misses the point
🧠 How Color uses AI to speed up care and not take over decision-making
🏥 Their pivot from genetic testing to full-scale clinical delivery
📉 How they cut time to treatment in half and boosted screening by 70%
🤝 Partnering with OpenAI, Memorial Sloan Kettering, and major employers
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About our guests:
Othman Laraki is CEO and co-founder of Color Health, a platform for healthcare delivery, providing the technology, infrastructure, and logistics required to distribute large-scale health initiatives to diverse populations. Color is changing the way patients access cancer care through a first-of-its-kind, vertically integrated, and fully owned Virtual Cancer Clinic. Powered by a 50-state oncologist-led team of cancer-focused clinical experts, Color provides proactive, evidence-based care that is accessible to anyone, anytime, and at every step of the cancer journey. Prior to Color, Othman was an early Product leader at Google, where he worked on performance infrastructure and client-side software, including the Google Chrome browser. After leaving Google, he co-founded MixerLabs, which was one of Twitter's first acquisitions. Othman holds degrees in computer science and management from Stanford University and the Massachusetts Institute of Technology. He is a long-time investor and advisor to leading companies such as Pinterest, AngelList, Coinbase, Slack, Instacart, Gitlab, and others.
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