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Saturdata

Podkast av Saturdata Podcast

engelsk

Teknologi og vitenskap

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Saturdata is the community-driven podcast humanizing the data world for the next generation of analysts, scientists, and engineers. Join hosts Shifra Williams and Sam LaFell every weekend as they break down both the career journey and the technical foundations that matter.From navigating interviews to mastering SQL, Python, terminal basics, and understanding AI safety, Saturdata covers the full stack of becoming a successful data professional.

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46 Episoder

episode We're making up AI as we go | Saturdata with Joey Yudelson cover

We're making up AI as we go | Saturdata with Joey Yudelson

What happens when you train an evil AI and it just lies really confidently? Joey Yudelson (https://www.linkedin.com/in/joseph-yudelson/ [https://www.linkedin.com/in/joseph-yudelson/]), AI safety researcher at Redwood Research, joins Sam and Shifra to break down why 300 people standing between us and a catastrophic AI future might not be enough, and what data folks can actually do about it. We talk about: - Taxonomies of AI risk (silly vs. not silly, yes this is a real framework) - Why the evil AI wrote 30 paragraphs insisting its buggy code was perfect - Global AI regulation and who's actually doing a good job (hint: it's the EU) - How to use Claude agents like a multiplayer cheat code - Why you personally could make a dent in AI safety research Follow Saturdata, your favorite weekend data podcast Spotify: https://open.spotify.com/show/5QolhKm1jDZzVuHO0S9ZBo?si=910efb23833f4fc1 [https://open.spotify.com/show/5QolhKm1jDZzVuHO0S9ZBo?si=910efb23833f4fc1] LinkedIn: https://www.linkedin.com/company/saturdata [https://www.linkedin.com/company/saturdata] Instagram: @SaturdataPod #Saturdata #AISafety #DataScience #MachineLearning Chapters: 0:00 - Intro 0:57 - Joey's origin story: from high school Yudkowsky reader to full-time AI safety researcher 3:42 - A guided tour of the AI safety landscape 6:14 - Where Joey fits in the puzzle: model organisms and misalignment research 7:28 - The evil AI that wrote 30 paragraphs insisting its buggy code was perfect 10:55 - Deep in the lab vs. everyday AI user: how different are they really? 13:42 - The knowledge lag: why comedians are still calling AI "smart autocomplete" 17:24 - Taxonomies of risk: silly vs. not silly (yes, water use is on the table) 22:02 - Being a responsible AI user: what data folks can actually do 28:32 - How LLMs actually work, explained with a very talented dog named Jeeves 33:11 - Joey's lifelong vendetta against SQL (and how he gets away with it) 36:59 - Three rules for getting real value out of AI agents without losing your mind 42:48 - Why you personally could make a dent in AI safety (and the case for Talmudic AI research) 45:20 - Takeaways and outro

4. april 2026 - 46 min
episode How ChatGPT actually works: a dog explains | Saturdata with Joey Yudelson cover

How ChatGPT actually works: a dog explains | Saturdata with Joey Yudelson

What if you could explain ChatGPT using only a dog, some audiobooks, and a stick? Joey Yudelson joins Sam and Shifra to break down how large language models actually work, no PhD required. From next-word prediction to reinforcement learning, this one will make you feel like you actually get it. We talk about: - How LLMs learn to "speak human" by predicting the next word - What reinforcement learning actually does (and why your model needs a stick sometimes) - Why RLHF is basically dog training at a bazillion scale - Spurious correlations and how models learn the wrong lessons - What it really means when an AI "has a persona" Follow Saturdata, your favorite weekend data podcast: Spotify: https://open.spotify.com/show/5QolhKm1jDZzVuHO0S9ZBo?si=910efb23833f4fc1 [https://open.spotify.com/show/5QolhKm1jDZzVuHO0S9ZBo?si=910efb23833f4fc1] LinkedIn: https://www.linkedin.com/company/saturdata [https://www.linkedin.com/company/saturdata] Instagram: @SaturdataPod #Saturdata #MachineLearning #ChatGPT #LLM

1. april 2026 - 4 min
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