Practical AI

Practical AI

Author: Practical AI LLC Language: English Episodes: 100
There's a lot of noise out there about artificial intelligence, but cutting through the hype to find what's genuinely useful can be a challenge. That's the space where Practical AI operates. Hosted by the team at Practical AI LLC, this technology podcast moves beyond abstract theory to explore how AI, machine learning, and large language models are actually being applied right now. Each episode features unscripted conversations with a diverse mix of experts, developers, business leaders, and curious minds. You'll hear tangible discussions about implementing machine learning systems, the realities of MLOps, the evolution of neural networks, and the practical implications of breakthroughs in deep learning and GANs. The dialogue is grounded in real-world scenarios, focusing on how these technologies solve problems, drive productivity, and create value in accessible ways. Whether you're a professional building models, a business person integrating AI tools, or an enthusiast eager to understand the landscape, this podcast offers a clear, conversational entry point. It’s about making sense of a complex field through the lens of practical application, demystifying the concepts that are shaping our world without losing sight of how they work on the ground.
Episodes
The mythos of Mythos and Allbirds takes flight to the neocloud [not-audio_url] [/not-audio_url]

Duration: 45:07
In this Fully-Connected episode, Dan and Chris start with Anthropic's Mythos frontier model, parsing what is publicly known about its cybersecurity capabilities and projecting its possible implications from "We've been h…
Open Source Self-Driving with Comma AI [not-audio_url] [/not-audio_url]

Duration: 46:04
Autonomous driving is not just a big tech or closed-source game, it's becoming accessible through open innovation and real-world deployment. Dan and Chris sit down with Harald Schäfer, CTO at Comma AI, to explore how Ope…
Post-Mortem of Anthropic's Claude Code Leak [not-audio_url] [/not-audio_url]

Duration: 44:36
In this fully connected episode, Dan and Chris break down the Anthropic Claude Code leak, what went wrong and what it reveals about agentic systems, AI architecture, and AI safety. They also explore how the open source c…
Agentic Coding and the Economics of Open Source [not-audio_url] [/not-audio_url]

Duration: 48:59
AI is rapidly transforming how software is built, shifting economic incentives from open source code and collaboration toward on-demand, personalized development through agentic coding a.k.a. vibe coding. In this episode…
AI at the Edge is a different operating environment [not-audio_url] [/not-audio_url]

Duration: 46:59
What does “AI at the edge” really mean in 2026, and why does it matter now more than ever before? In this episode, we’re joined by Brandon Shibley, Edge AI Solutions Engineering Lead at Qualcomm’s Edge Impulse, to discus…
Humility in the Age of Agentic Coding [not-audio_url] [/not-audio_url]

Duration: 55:26
What happens when an AI hater starts building with AI agents? In this episode, we talk with software engineer Steve Klabnik, known for his work on the Rust programming language, about his journey from criticizing AI to e…
AI policy and the battle for computing power [not-audio_url] [/not-audio_url]

Duration: 48:54
AI is reshaping global power, from chip manufacturing and computing power to AI governance and US-China relations. In this episode, Ben Buchanan, Assistant Professor at The Johns Hopkins University and former White House…
Cognitive Synthesis and Neural Athletes [not-audio_url] [/not-audio_url]

Duration: 52:27
As AI accelerates innovation and adoption, leaders are facing rising cognitive load, shifting systems, and new emotional realities inside their organizations. In this episode, Deloitte’s Chief Innovation Officer Deborah…
AI incidents, audits, and the limits of benchmarks [not-audio_url] [/not-audio_url]

Duration: 42:52
AI is moving fast from research to real-world deployment, and when things go wrong, the consequences are no longer hypothetical. In this episode, Sean McGregor, co-founder of the AI Verification & Evaluation Research Ins…
Inside an AI-Run Company [not-audio_url] [/not-audio_url]

Duration: 49:23
AI agents are moving from demos to real workplaces, but what actually happens when they run a company? In this episode, journalist Evan Ratliff, host of Shell Game, joins Chris to discuss his immersive journalism experim…