Author: Loïc Houssier, Eira May, Ben Matthews

Ryan is joined by Professor Tom Griffiths, the head of Princeton University’s AI Lab, to dive into findings from his new book The Laws of Thought, which explores the history of the philosophy, mathematics, and logic that underlie artificial intelligence, and scientists' efforts to describe our minds using mathematics. They discuss the challenges of understanding human cognition, the implications of probabilistic AI “thinking,” and where Aristotle fits into the philosophical discussions we’re having on consciousness and sentience in AI. 

Episode notes: 

The Laws of Thought details our quest to use mathematics to describe the ways we think, from its origins three hundred years ago to the ideas behind modern AI systems and how our human minds differ from the neural networks of AI. 

Connect with Tom on LinkedIn and find more of his work at the Princeton website. 

Congrats to user Andreas Rayo Kniep for winning a Populist badge for their answer to Is there a difference between the UTC and Etc/UTC time zones?.

We want to know what you're using to upskill and learn in the age of AI. Take this five minute survey on learning and AI to have your voice heard in our next Stack Overflow Knows Pulse Survey. 

TRANSCRIPT

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We have another two-for-one special this week, with two more interviews from the floor of re:Invent. First, Ryan welcomes Pathway CEO Zuzanna Stamirowska and CCO Victor Szczerba to dive into their development of Baby Dragon Hatchling, the first post-transformer frontier model, from how continual learning and memory will transform AI to the real-world use cases for longer LLM attention span. 

In the second part of this episode, Ryan is joined by Rowan McNamee, co-founder and COO of Mary Technology, to discuss bringing AI into the carefully governed world of litigation and how LLMs are helping lawyers manage and interpret the vast amounts of legal evidence that pass across their desks every day.

Episode notes: 

Pathway is building the first post-transformer frontier model that solves for attention span and continual learning.

Mary Technology is an AI for attorneys that turns evidentiary documents into structured, easy-to-review facts.

Connect with Zuzanna on LinkedIn and Twitter. 

Reach out to Victor at his email: victor@pathway.com 

Connect with Rowan on LinkedIn.

We want to know what you're using to upskill and learn in the age of AI. Take this five minute survey on learning and AI to have your voice heard in our next Stack Overflow Knows Pulse Survey.

TRANSCRIPT

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Two guests for the price of one! This episode has two interviews recorded at AWS re:Invent back in December. In part 1, Ryan chats with the co-founder and CEO of Inception, Stefano Ermon, about diffusion language models and how their multiple token generation compares to traditional LLMs (spoiler: they’re faster and more accurate). In the second half of the episode, Ryan and the chairman of Roomie, Aldo Luevano, dive into Roomie’s purpose built models for both physical and software AI, and how their ROI-first approach helps companies track the impact of their robotics and AI implementation. 

Episode notes: 

Inception researches and builds diffusion language models for faster and more efficient AI.

Roomie is a robotics and enterprise AI company with an ROI-first platform that tracks how well their AI solutions are actually working. 

Connect with Stefano on LinkedIn.

Connect with Aldo on LinkedIn.

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Ryan is joined by Chris Coyier, founder of CSS Tricks and CodePen, to talk all about what the state of the art of CSS is today, including new features like variables and scroll-driven animations. They talk about the importance of accessibility in web design, how the web went from table-based layouts to modern CSS techniques, and exciting developments coming to CodePen 2.0.

Episode notes:

Chris built CSS-Tricks, a website all about building websites, and ran it for 15 years, from 2007 to 2022, before selling it to DigitalOcean.

CodePen is an online community for frontend developers where you can build, deploy, and show-off your code. CodePen 2.0 is their all-new IDE that is currently in private beta. 

Check out Chris’ blog and his podcast ShopTalk.

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Ryan welcomes Anthony Vinci, former senior intelligence officer and author of The Fourth Intelligence Revolution, to explore AI’s evolving role in intelligence in places like translation and image analysis, the challenges of evolving modern tech into government infrastructure, and the importance of democratized intelligence so citizens can keep themselves and loved ones safe.

Episode notes:

The Fourth Intelligence Revolution details how espionage practices are being transformed by a new global intelligence conflict, driven by AI and competition with China, and what everyday citizens can do to defend their privacy. Learn more at Anthony’s website. 

Connect with Anthony on Linkedin, Twitter, and Substack.

Populist badge winner Orez gets today’s shoutout for their answer to Break or exit out of "with" statement?.

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Ryan sits down with Michael Parker, VP of Engineering at TurinTech to discuss the newest kind of tech debt—AI-generated tech debt. They dive into the uneven productivity results of AI tools, how tech teams are evolving their roles and work in response to these massive technological shifts, and what the nervous developer can do to maintain joy in their work. 

Episode notes: 

Founded by computer and data scientists from the University College London, TurinTech automates your code optimization so you can deploy better AI models. Preview their new Artemis coding agent for free. 

Connect with Michael on LinkedIn.

User Adam Franco won a Stellar Answer badge—and this week’s shoutout—for their answer to How can I delete a remote tag?.

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Ryan welcomes Prakash Chandran, CEO and co-founder of Xano, to the show to discuss the intricate relationship between frontend and backend development, the potential challenges that universal frontend interfaces pose for developers, and the importance of understanding both your frontend and your backend when using AI code. 

Episode notes: 

Xano is a no-code backend platform that lets you build systems with visual logic, APIs, and modular AI components. Check out their tutorials on YouTube. 

Connect with Prakash on LinkedIn. 

User Bruno Bronosky is the winner of today’s shoutout and a Stellar Answer badge for their answer to How do I parse command line arguments in Bash?.

TRANSCRIPT

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From the floor at AWS re:Invent, Ryan is joined by AWS Senior Principal Engineer David Yanacek to chat about all things AWS, from the truth behind AWS’s Black Friday origin mythos to the development of essential cloud tools like SQS and DynamoDB. Plus, how David envisions autonomous agents will ease developers' operational burdens.

Episode notes:

This episode was recorded live at AWS re:Invent. Listen to our other episodes from the floor with the Stack Overflow team and Corey Quinn. 

Keep up with the latest AWS updates, including what they’re doing with AI, at their site.

Connect with David on Linkedin and Twitter.  

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In this episode of Leaders of Code, Stack Overflow Chief of Product and Technology Jody Bailey chats with Matt Lyteson, CIO of Technology Platform Transformation at IBM, about the processes and challenges of adopting AI within an enterprise environment. They explore IBM's strategic approach to integrating AI into workflows and emphasise the importance of fostering the right behaviours among employees, particularly regarding automation and AI assistance.

The discussion also:

• Explores what it means for a company like IBM to truly embrace AI, with Lyteson sharing strategies for integrating AI into every workflow to maximize productivity across the organization. 
• Highlights key challenges like data privacy, security risks, and the critical need for workforce reskilling in an AI-enabled world.

Notes

• Connect with Matt Lyteson on LinkedIn.

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Ryan welcomes back the mighty Scott Hanselman, VP of Developer Community at Microsoft, for a crossover episode about all things vibe coding. They cover the ways it can really improve the software development lifecycle, the importance of keeping human judgement in software so developers can truly understand their code, and how AI can be leveraged as a learning tool…like when Scott vibe coded a simple app over lunch. 

Episode notes:

Scott last sat down with us in 2017 to discuss his journey into tech and his advice for supporting the next generation of developers. 

You can learn more about Scott’s work at his website. If you love the sound of his voice, you can also check out his podcasts Hanselminutes, Azure Friday, and his show with Microsoft Azure CTO Mark Russinovich: Scott & Mark Learn To. You can also check out the app he vibe coded over lunch on his GitHub.

This week’s shoutout goes to user Keavon for their answer to Move Line Up/Down shortcut in Visual Studio, which won them a Populist badge.

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