

Rising With The Machines
What are the technical and legal considerations when working with artificial intelligence? How do professionals get ready for what’s here, and what’s coming in the future? This series focuses on how AI is coming to change everything, and how technologists can prepare for success in this brave new world.
Episodes in this series
40:37 Mins | Professional development, AI/ML
AI 101
Everyone’s talking about AI. Everyone says it’s the future. To find out where we’re going, we should know how we got here—and what we’re working with.
33:07 Mins | AI/ML, communities, open source communities, emerging technologies
Pie In The Sky
There is a lot of excitement around AI models, but what’s the current inflection point between what’s feasible and what’s not?
40:22 Mins | AI/ML
AI Building Blocks
There’s no one AI model to rule them all. Each project has its own requirements. Where do you get started building your own model?
38:42 Mins | Professional development, AI/ML
Navigating Data Rights In AI
In this episode of Compiler, we explore who owns what when AI models learn from protected content—and why it matters.
36:43 Mins | Professional development, AI/ML
Chasing Its Own Tail
The responses we get from generative AI models are informed by large datasets. But what happens when those models start getting their answers from AI-generated content?
33:43 Mins | Professional development, AI/ML
Diagnosing and Dispelling AI Hallucinations
AI is notorious for making stuff up. But it doesn’t always tell you when it does. That’s a problem for users who may not know hallucinations happen.
34:27 Mins | Professional development, AI/ML
Breaking Down AI Biases
Does your health insurance chatbot need to tell jokes? No. Does it need to be accurate? Absolutely. That's hard when biases get in the way.
37:36 Mins | Professional development, AI/ML
Agentic AI: Working As Instructed
Agentic AIs are showing promise for tedious work. But it’s hard to explain exactly how you want it done—and getting it wrong could create big problems.
41:12 Mins | Professional development, AI/ML
Context And The True "Cost" Of AI
Sure, AI has made a splash. And it's on us to level up, learn the ropes, and roll with it. But how do we even do that? And what cool human stuff might we accidentally ditch along the way?
About the show
Compiler
Do you want to stay on top of tech, but find you’re short on time? Compiler presents perspectives, topics, and insights from the industry—free from jargon and judgment. We want to discover where technology is headed beyond the headlines, and create a place for new IT professionals to learn, grow, and thrive. If you are enjoying the show, let us know, and use #CompilerPodcast to share our episodes.