The home team chats with William Falcon, an AI researcher and creator of PyTorch Lightning, about developing tooling for the AI ecosystem, open-source contributions, what happens when widely hyped technology needs to scale, and why he’s bullish on experienced developers using AI but not so bullish on new devs doing the same.

The creator of PyTorch Lightning on the AI hype cycle

For more than a dozen years, the Stack Overflow Podcast has been exploring what it means to be a developer and how the art and practice of software programming is changing our world. From Rails to React, from Java to Node.js, we host important conversations and fascinating guests that will help you understand how technology is made and where it’s headed. Hosted by Ben Popper, Cassidy Williams, and Ceora Ford, the Stack Overflow Podcast is your home for all things code.

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Management

Ben and Ryan are joined by Robin Gupta for a conversation about benchmarking and testing AI systems. They talk through the lack of trust and confidence in AI, the inherent challenges of nondeterministic systems, the role of human verification, and whether we can (or should) expect an AI to be reliable.

Would you board a plane safety-tested by GenAI?

Ben and Ryan talk with Vikram Chatterji, founder and CEO of Galileo, a company focused on building and evaluating generative AI apps. They discuss the challenges of benchmarking and evaluating GenAI models, the importance of data quality in AI systems, and  the trade-offs between using pre-trained models and fine-tuning models with custom data.

How to train your dream machine

Product manager Ash Zade joins the home team to talk about the journey to OverflowAI, a GenAI-powered add-on for Stack Overflow for Teams that’s available now. Ash describes how his team built Enhanced Search, the problems they set out to solve, how they ensured data quality and accuracy, the role of metadata and prompt engineering, and the feedback they’ve gotten from users so far.

OverflowAI and the holy grail of search

On this episode: Al Sweigart is a software developer, developer advocate, and author of ten Python books. He tells Ben and Ryan why he’s such a fan of the language, why it’s a great programming language for beginners, and how it became the default for so many data science and backend AI projects.

Spreading the gospel of Python

Eira and Ryan talk with Chris Ferdinandi, a front-end developer and ADHD advocate, about his diagnosis experience, the importance of accommodations for neurodivergent folks, and some advice for devs looking for the best tools and tactics for managing ADHD at work.

The creator of PyTorch Lightning on the AI hype cycle

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