Practical AI

In this fully connected episode, Dan and Chris break down one of the biggest questions in AI today: do open vs. closed models still matter? From the rise of physical AI and edge devices to the shifting landscape of open-source models like LLaMA, they explore whether the “model wars” are becoming irrelevant. The conversation then dives into a bigger transformation, the rise of agentic systems, workflows, and AI-driven infrastructure.
Featuring:
Chris Benson – Website, LinkedIn, Bluesky, GitHub, X
Daniel Whitenack – Website, GitHub, X
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Midwest AI Summit 2026

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 here before. 🙄" to "See ya, cybersecurity! 😱"  It's the end of the world as we know it, and I feel fine. 🙃
Then they have fun with the craziest AI announcement of the year (except for the Mythos one of course).  Allbirds pivots from shoe manufacturing 👟 to neocloud provider ☁️. No, we didn't see that one coming either! 🙈
They finish with rise of “tokenmaxxing” - the gamification 🎮 of writing code with maximum LLM usage.  Incredibly profitable 💰 for commercial frontier model providers and insanely expensive 🤑 for the gamers.  Better have 10X productivity just to avoid bankruptcy! 
Featuring:
Chris Benson – Website, LinkedIn, Bluesky, GitHub, X
Daniel Whitenack – Website, GitHub, X
Links:
Shares in Allbirds surge after maker of wool sneakers announces pivot to AI
AI-boosted hacks with Anthropic’s Mythos could have dire consequences for banks
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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 OpenPilot is bringing self-driving to everyday vehicles using open source AI. We dive into the intersection of machine learning, robotics, and simulation, including how world models are enabling training at scale and shaping the future of autonomy.
Featuring:
Harald Schäfer – LinkedIn
Chris Benson – Website, LinkedIn, Bluesky, GitHub, X
Daniel Whitenack – Website, GitHub, X
Links:
Comma
Upcoming Events: 
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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 community is responding and why this moment could reshape how AI systems are built and secured.
Featuring:
Chris Benson – Website, LinkedIn, Bluesky, GitHub, X
Daniel Whitenack – Website, GitHub, X
Upcoming Events: 
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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, Chris speaks with Miklós Koren of Central European University about how AI is reshaping open source and the software industry. They explore the economics of incentives, evolving collaboration patterns, and what this shift means for software development, the future of AI, and its broader impact on the technology sector.
Featuring:
Miklós Koren – LinkedIn
Chris Benson – Website, LinkedIn, Bluesky, GitHub, X
Links:
Vibe Coding Kills Open Source
The Directions of Technical Change
The Tailwind story
Upcoming Events: 
Register for upcoming webinars here!