When you ask an LLM like ChatGPT or Claude a question, the model goes through its massive amount of training data and guesses the answer by mathematically predicting the word most likely to appear next in a sentence.

This model, experts say, will not work well for technology designed to navigate the physical world. Something like a robot that works in a warehouse will instead require a “world model” that can understand spatial surroundings, like the stuff we walk by or bang into.

But what is a world model, exactly? And how do you train AI to recognize what the real world looks like? Host Ira Flatow checks in with tech journalist Joanna Stern, who’s seen the early days of these models up close, even in her own home.

Then, we check in on the math world, where frontier AI models have made meaningful progress on decades-old problems. Mathematician Emily Riehl gives us the big picture on how significant these results actually are.

Guests:

Joanna Stern is a tech journalist who writes newsletters and creates videos for New Things Media.

Dr. Emily Riehl is a professor of mathematics at Johns Hopkins University.

Transcript will be available after the show airs on sciencefriday.com.

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Watching a loved one with Alzheimer's or dementia slowly lose their cognitive abilities can be heartbreaking. While the person you once knew seems to be slipping away, sometimes people with Alzheimer's briefly seem like their old selves again. They may remember a long-forgotten name or suddenly regain the ability to have a fluid conversation. What do these moments of lucidity really mean for the progression of the disease? And what implications do they have for those living with the disease, and their caretakers?

Alzheimer’s researcher Andrea Gilmore-Bykovskyi talks to Ira about these questions and more.

Guest:

Dr. Andrea Gilmore-Bykovskyi is an associate professor of emergency medicine, and co-director of the Lucidity in Alzheimer’s and Dementia (LEAD) Network at the University of Wisconsin-Madison.

Transcripts for each episode are available within 1-3 days at sciencefriday.com.

Subscribe to this podcast. Follow our show on Instagram, TikTok, Facebook, and Bluesky @scifri and sign up for our newsletters. Got a science question that’s keeping you up at night? Call us: 877-472-4374

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Winter in Colorado looked very different this year. Many parts of the state experienced record-high temperatures and record-low snowpack, which had downstream effects on farming, sports, tourism, and more. For those economies and livelihoods that rely on snow, what happens when snow becomes unreliable? And can we prepare for it?

Producer Kathleen Davis speaks with Halle Zander, news director at Aspen Public Radio, about how this is playing out in Aspen. Then, environmental historian Mike Childers talks us through how Colorado’s economies may need to adjust.

Guests:

Halle Zander is the news director at Aspen Public Radio.

Dr. Mike Childers is an associate professor of environmental history at Colorado State University in Fort Collins.

Transcript will be available after the show airs on sciencefriday.com.

Subscribe to this podcast. Follow our show on Instagram, TikTok, Facebook, and Bluesky @scifri and sign up for our newsletters. Got a science question that’s keeping you up at night? Call us: 877-472-4374

Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.