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*Monday Live! – Las Vegas in the Rearview: From Talk to Do-ocracy* In this final February recap from AHR Expo and the ASHRAE Winter Meeting in Las Vegas, the Monday Live! panel explores a central idea: *do-ocracy* — the shift from talking about change to demonstrating it. Key themes from this session: *Do-ocracy vs. Bureaucracy* – Inspired by open source culture at the Linux Foundation and C4SB, the group discusses how “code talks” and why building and demonstrating solutions accelerates progress more than debate alone. *AI Adoption Reality Check* – Despite exponential growth in AI compute, actual paid adoption remains limited. What does that mean for business models and long-term sustainability? *Exponential Growth & Competition* – If you’re not leveraging AI, your competitors likely are. The panel debates whether exponential AI expansion is economically viable—and how it will reshape industries. *Governance in the Age of AI Agents* – Drawing on Plato’s ideas of structural governance, the conversation reframes how we think about governing networks of humans and machines. *Fail Fast vs. Bureaucratic Drag* – From Agile and Scrum to SpaceX’s rapid iteration model, the group examines how faster cycles of experimentation outperform slow, committee-driven processes. *UI Simplicity vs. Infinite Customization* – Just because AI makes it easy to add features doesn’t mean we should. How do we balance personalization, complexity, and clarity? *Unexpected Consequences of AI Infrastructure* – A new concern: infrasound generated by large data centers and HVAC systems. What responsibility does the smart buildings industry have in addressing it? The underlying question: *Should our industry spend less time persuading and more time building?* This session challenges the smart building community to move beyond discussion and into rapid, demonstrable action—while maintaining governance, accuracy, and responsibility. --- *Participants:* Anto Budiardjo, Ken Sinclair, Rick Justis, Keith Gipson, Kimon Onuma, Tracy Markie, and others. 📌 Learn more: [https://mondaylive.org](https://mondaylive.org) 📌 Slides and related articles available on the Monday Live! homepage #MondayLive #SmartBuildings #AI #Doocracy #LinuxFoundation #C4SB #Governance #AHRExpo #AgenticAI