The episode begins with Midjourney Medical's ultrasonic scanner, a concept for fast, spa-like full-body preventative scans, aiming to deploy 50,000 units by 2027. The hosts then discuss leaked OpenAI financials showing $13B revenue against $34B costs, and the pressure from cheaper Chinese models like GLM 5.2. A key theme is the importance of the 'AI harness'—the software layer providing tools, memory, and constraints—which can make or break a model's effectiveness. The discussion covers Claude Design and Replit integration for UI/UX and deployment. The episode also reviews DeepSeek's state-backed funding, a Codex reset update, and Brian's hands-on test of Sakana Marlin, an AI research tool that produced a comprehensive 60-page report for $63. The hosts conclude that an AI-native mindset, where AI is adopted first rather than bolted on, gives smaller companies a disruptive advantage over larger incumbents.