What's Your Problem?

Every year in the U.S., tens of thousands of hospital patients die of preventable causes. For many of these patients, warning signs are subtle and easy for doctors to miss. Suchi Saria is the founder and CEO of Bayesian Health, and a professor at Johns Hopkins where she runs a lab focused on machine learning and healthcare. Suchi’s problem is this: How can you use AI to detect when hospital patients are at risk of potentially deadly complications – and how can you get doctors to listen?

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Gia Schneider is the co-founder and CEO of Natel Energy, a company that is trying to transform the way hydroelectric power works. Gia’s problem is this: how do you draw hydropower from rivers without damaging the ecosystem? As it turns out, we have a lot to learn from nature’s furriest engineers – beavers.

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Peter Chen is the co-founder and CEO of Covariant. Peter’s problem is this: How do you take the AI breakthroughs of the past decade or so, and make them work in robots? Peter was one of the first employees at OpenAI, the maker of ChatGPT. On the show, he talks about how AI has evolved, and why it's so difficult to teach a robot to fold a towel.

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Fei-Fei Li is a Stanford computer scientist and the former chief scientist of artificial intelligence/machine learning at Google Cloud. When Li entered the field of AI in the 2000s, researchers were making slow progress, optimizing algorithms to incrementally improve outcomes. Li saw that the problem wasn’t the algorithm, but the size of the datasets being used. So she built a massive database of images called ImageNet. It was a huge breakthrough, and helped lead the emergence of modern AI.

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Tim Latimer is the CEO and co-founder of Fervo Energy, a company that is using a new approach to produce carbon-free geothermal energy. Tim and his company are drawing on innovations from the oil and gas industry to expand geothermal energy production to new places like the Utah desert, and maybe one day, to Mars.

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Manolis Kellis is a professor of Computer Science at the Massachusetts Institute of Technology. He works in computational biology, taking giant datasets relating to genetics and health outcomes and tries to understand what’s going on.

Manolis’ research focuses on genomics, and a related field called epigenomics. Manolis’ problem is this: What are the cellular mechanisms of a disease? And how can we intervene to keep people healthy?

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After working as a chef for decades, Anthony Strong’s dream came true: He opened his own restaurant. His problem was a classic one: Restaurants are bad businesses. So he set out to open a new kind of restaurant, with a new business model. In this episode, he tells us about how he accomplished that with his latest venture, Pasta Supply Co. in San Francisco.

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Selling hydrogen to make fertilizer is a huge business. It also drives tons of carbon emissions. Rob Hanson, the co-founder and CEO of a company called Monolith is trying to create hydrogen without emissions -- and to do it at scale, at a competitive price. A key tool he’s using: The biggest plasma torch ever built.

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Frances Frei and Anne Morriss are the co-founders of a training and consulting company called The Leadership Consortium. Together they specialize in helping leaders build trust within their companies. They also co-host a podcast called Fixable, which is a TED show produced by Pushkin Industries. Also, Frances is a professor at Harvard Business School.

In today’s show, Frances and Anne share the story of their work with Uber. It started back in 2017, when a Harvard Business School alum who was working at Uber came to Frances and said the company needed her help.

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When a Dutch crime reporter makes an unbelievable discovery, a small-town murder case begins to look like an international assassination plot. Enjoy this episode from Hot Money: The New Narcos, a podcast from Pushkin Industries and the Financial Times. 

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