Domain expertise

AI Tech Stack | The Founders and Builders Architecting Product Market Fit | Creator's Cut | 2026 |4K

AI Tech Stack | The Founders and Builders Architecting Product Market Fit | Creator's Cut | 2026 |4K

This panel discussion explores the evolving AI tech stack and its impact on product-market fit, ethical governance, and business transformation. Experts from Humana, Catenate, In-Telecom, and Spacer AI explain how AI-powered prompts are replacing static dashboards, detail multi-model API strategies for cost efficiency, and delve into the critical role of human-in-the-loop oversight for autonomous agents to ensure data security and responsible AI deployment. They emphasize that true value lies in domain expertise and solving real-world pain points, not just building 'shiny toys'.

Inside 847 Production Clinical AI Notes — Sebastian Fox, Composo

Inside 847 Production Clinical AI Notes — Sebastian Fox, Composo

Sebastian Fox, a medical doctor and AI evaluation expert, dissects the critical problem of subtle yet dangerous errors in AI-generated clinical notes within high-stakes healthcare. He reveals why conventional AI verification methods fail to grasp the nuanced concept of "what matters" and introduces a novel, adaptive evaluation framework that continuously learns from real outputs and expert judgment to build a dynamic, case-specific standard for AI reliability.

How to Leverage Domain Expertise — Chris Lovejoy, Notius Labs

How to Leverage Domain Expertise — Chris Lovejoy, Notius Labs

Chris Lovejoy argues that winning in vertical AI is an organizational challenge, not just a technical one. He introduces a framework of three roles for domain experts—Oracle, Evaluator, and Architect—to effectively embed their knowledge into AI products, illustrated with case studies from companies like Granola and Anterior.