Season 1.  Episode 13.  Unscripted with Sarah Chardonnens

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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Avsnitt(22)

Episode 22.  Unscripted with Charlotte Dungan

Episode 22. Unscripted with Charlotte Dungan

Charlotte Duncan has been teaching AI since 2018 — before most people knew they should care. She wrote the first AI course in North Carolina. She helped build the first national K-12 AI guidelines. Sh...

24 Sep 38min

Season 1.  Episode 21.  Unscripted with Nico Ianeselli

Season 1. Episode 21. Unscripted with Nico Ianeselli

Nico Ianeselli wanted to be a doctor like his father until he heard it took 11 years, so he earned dual master's degrees in engineering and architecture instead. In this conversation with Jeff Pedowit...

19 Aug 43min

Season 1. Episode 20.  Unscripted with Jennifer Preston

Season 1. Episode 20. Unscripted with Jennifer Preston

Jennifer Preston is a biomedical engineer with a PhD who now leads AI strategy for the consultants shaping drug development and commercialization decisions across pharma and biotech. Her firm uses AI ...

14 Aug 46min

Season 1.  Episode 19.  Unscripted with Matthew Guggemos

Season 1. Episode 19. Unscripted with Matthew Guggemos

Matthew Guggemos spent more than 20 years as a speech-language pathologist teaching children to communicate — kids for whom language doesn't come free — and now builds AI at scale as CTO of iTherapy, ...

8 Aug 52min

Season 1.  Episode 18.  Unscripted with Camberley Bates

Season 1. Episode 18. Unscripted with Camberley Bates

Camberley Bates has spent 30-plus years as one of enterprise technology's most respected independent analysts, paid to cut through vendor hype and tell executives what's real. On this episode of Unscr...

27 Juli 46min

Season 1.  Episode 17.  Unscripted with Russ Wilcox

Season 1. Episode 17. Unscripted with Russ Wilcox

Russ Wilcox, CEO of ArtifexAI, went from a broken sewer decision in his Cape Cod hometown to advising the Pentagon and State Department on the US-China AI race. In this episode of Unscripted, he tells...

27 Juli 52min

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

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 ...

22 Juli 45min

Season 1.  Episode 15.  Unscripted with Klas Nilsson

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 Juli 45min

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