Season 1. Episode 13. Unscripted with Sarah Chardonnens

Dr. Sarah Chardonnens is a professor at the University of Freiburg with a PhD in the science of learning, and in this conversation with Jeff Pedowitz she takes on the question everyone has an opinion about but few have studied directly: does AI make us smarter, or just make us feel smarter while a real skill quietly erodes underneath. Drawing on research showing LLM error rates ranging from 16 percent on basic questions to as high as 60 to 70 percent on complex tasks, despite consistently fluent and convincing output, Chardonnens argues the effect of AI on a learner depends entirely on their existing expertise and when in the learning process the tool is introduced.

She walks through her Synapse model, four phases of learning, sensory input, network adaptation, participation, and storage and embodiment, and explains why AI can genuinely amplify an expert's thinking while quietly flattening a novice's, particularly when it short-circuits the struggle that actually builds neural architecture.

Drawing on her own background as a concert musician and martial artist, she connects the discipline and productive struggle required in both to what's now missing in unsupervised AI use, and closes with a simple framework anyone can apply immediately: think about why you're using AI before you start, stay aware of whether you're still thinking during it, and ask afterward what you could still explain yourself, without the machine.

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Episoder(19)

Season 1. Episode 19. Unscripted with Matthew Guggemos

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Season 1. Episode 18. Unscripted with Camberley Bates

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Season 1. Episode 17. Unscripted with Russ Wilcox

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Season 1. Ep[isode 16. Unscripted with Keith Pijanowski

Every impressive AI demo sits on an enormous, expensive, and very unglamorous foundation of data. Keith Pijanowski is one of the people who built it. After a decade-plus at Microsoft (where he helped ...

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Season 1. Episode 15. Unscripted with Klas Nilsson

Everyone is promising humanoid robots in every home and factory. Klas Nilsson has spent 40 years on the part that turns out to be hard. The Cognibotics founder, who built one of the first digital robo...

20 Jul 45min

Season 1. Episode 14. Unscripted with Lena Smart

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12 Jul 33min

Season 1. Episode 12. Unscripted with Juergen Weichenberger

Juergen Weichenberger has been building AI since the 1990s, well before it became a mainstream conversation, in domains where the cost of being wrong isn't a typo, it's a shutdown: factories, energy g...

10 Jul 34min