The AI revolution is underway, but many organizations are still clinging to outdated workflows, akin to early industrialists who merely replaced waterwheels with steam engines without rethinking their entire production systems. Despite the rapid advancements in AI technology, companies are yet to fully integrate AI into their core operations, often just adding AI tools to existing processes without significant structural changes. Notion CEO Zhao Yivan and former OpenAI employee Leopold Aschenbrenner highlight the need for a fundamental shift. While Zhao emphasizes the current phase as merely replacing old tools, Aschenbrenner has invested heavily in AI infrastructure, betting on the future of AI-driven production methods. The challenge remains for organizations to dismantle old processes and rebuild around AI, a step that has yet to be widely embraced despite the growing demand for AI solutions.