What is Practical AI about?

Practical AI covers artificial intelligence, machine learning, data science, LLMs, agents, MLOps, and real-world AI implementation choices.

Who hosts Practical AI?

Practical AI is hosted by Chris Benson and Daniel Whitenack, with expert guests appearing on some episodes.

How long are Practical AI episodes?

Recent Practical AI episodes run about 30 to 45 minutes, with enough room for technical context without becoming a multi-hour deep dive.

How often does Practical AI release?

Practical AI appears to release about weekly based on the recent episode dates provided.

Where can I listen to Practical AI?

Practical AI is available on Podfriend and any podcast app that supports RSS, including Apple Podcasts and Spotify.

Practical AI: Machine Learning, Data Science, LLM

Changelog Media·Hosted by Chris Benson and Daniel Whitenack

TechnologyAI practiceCo-hostedLLMsDeveloper-friendlyStandalone episodes30-45 min

Making artificial intelligence practical, productive & accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, GANs, MLOps, AIOps, LLMs & more).The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the latest advances in AI, while keeping one foot in the real world, then this is the show for you!

Why listen

Practical AI makes current AI ideas feel usable instead of abstract. Chris Benson and Daniel Whitenack talk through machine learning, LLMs, agents, MLOps, and GenAI tradeoffs with a grounded, practitioner-friendly style that suits developers, data people, product leaders, and curious learners who want less hype and more implementation reality.

Episodes

30 min

Feb 24, 2025

GenAI hot takes and bad use cases

It seems like all we hear about are the great use cases for GenAI, but where should you NOT be using the technology? On this episode Chris and Daniel share their hot takes and bad use cases. Some may surprise you!

44 min

Feb 14, 2025

Tool calling and agents

It seems like everyone is uses the term "agent" differently these days. In this episode, Chris and Daniel dig into the details of tool calling and its connection to agents. They help clarify how LLMs can "talk to" and "interact with" other systems like databases, APIs, web apps, etc. Along the way they share related learning resources.