Stephen Klein is the co-founder and CEO of Hyphen, a company that is developing an automated make line. Stephen's problem is this: How do you make restaurant food from fresh ingredients... cheaper?

Chipotle invested in Hyphen, whose automated system could soon be preparing online orders at thousands of Chipotle outlets.

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Simon Johnson is an MIT economist and the co-author of a new book called “Power and Progress: Our Thousand-Year Struggle over Technology and Prosperity”.

Simon’s problem is this: How do you create the conditions for technological change to benefit many people, rather than just a powerful few?

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Sal Khan is the founder and CEO of Khan Academy. Sal’s problem is this: How do you design an AI that can give students the kind of benefits they’d get from working with a human tutor?

Earlier this year, Khan Academy launched Khanmigo, an AI tutor built on top of GPT4.  The idea is to use AI to give more kids access to one-on-one tutoring, and help human teachers with their work as well.

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What can we learn from the centuries-long quest to eradicate smallpox, once the scourge of humanity? And how did it set the stage for all vaccines to come? First we meet Edward Jenner, a doctor in 18th century Britain who learned about the folk practice of “variolation” and found a safer way to inoculate people against smallpox. Then, Donald Hopkins of the Carter Center takes us back to the 1960s in Sierra Leone, where he discovered that successfully eradicating smallpox could be a feasible goal worldwide. Enjoy this episode from Incubation, another Pushkin podcast.

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Allon Bloch is the co-founder and CEO of K Health. Allon’s problem is this: Can you use AI to make seeing a doctor easier and more helpful?

Today, thousands of patients a month are treated through K Health. The company has an AI-based patient interface and it employs about 150 doctors. And K Health has plans to expand beyond primary care -- and they just raised another 50 million dollars to help them get there.

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Sonia Kastner is the founder and CEO of Pano. Sonia’s problem is this: How do you use data and machine learning to mitigate the damage caused by climate change?

Pano mounts cameras on remote mountaintop towers, then sends images from the cameras to an AI model trained to spot wildfire smoke. The goal is to alert fire crews early, before the fire spreads.

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Amit Sharma is the founder and CEO of Narvar. Narvar works with companies such as Sephora, Lululemon and Home Depot to manage the post-purchase phase of online shopping — tracking, alerts and returns. Around 10 percent of online purchases are returned and every return cuts into retailers’ profits.

Amit’s problem is this: consumers have learned to love free returns, but can retailers afford them?

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Danielle Feinberg is a Visual Effects Supervisor at Pixar Animation Studios. Danielle’s problem is this: How do you optimize technology so that you can spend more time being creative?

Danielle Feinberg has worked at Pixar for 26 years. Earlier in her career, she was the director of photography on movies like Coco and Wall-E. She talks about how new software shapes creative work.

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Yaron Singer is the founder and CEO of Robust Intelligence. Yaron’s problem is this: How do you reduce AI’s security and reliability risks?

Yaron was a computer science professor at Harvard and worked at Google before starting Robust Intelligence. The company’s software tests AI models and datasets for problems with performance and security.

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Chris Monroe is the co-founder and chief scientist of IonQ. Chris’s problem is this: How do you build a quantum computer that will actually work? Quantum computing has the potential to transform fields from drug development to clean energy to cybersecurity, but so far no one has been able to build a quantum computer that can reliably outperform existing computers.

Monroe is also a physics professor at Duke University, and he talks Jacob through the principles that make quantum computing possible.

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