Steam, Steel, and Infinite Intelligence
Steam, Steel, and Infinite Intelligence
Each era is defined by its core technological material: steel forged the Gilded Age, semiconductors enabled the digital age, and now, AI arrives as infinite intelligence. History shows that those who master the material define the era.
Today, AI often resembles a supercharged search engine, but we are in an uncomfortable transition period. The future of knowledge work can be envisioned through historical metaphors.
At the individual level, AI transition is like moving from a bicycle to a car. Top practitioners, like programmers, are already becoming managers of infinite intelligence, achieving 30-40x productivity gains. For others to follow, two key problems must be solved: fragmented context across dozens of tools and a lack of verifiability for general knowledge work. Once these are addressed, billions will move from "bicycles" to "cars" and eventually to "autopilot."
For organizations, AI is the new steel and steam. Companies historically lose efficiency as they scale, burdened by human-scale communication. AI, like steel, can provide coherent context and decision-making support, allowing companies to scale without decay. Like the steam engine, it will enable a complete reimagining of workflows beyond simply replacing old tools, moving from water wheels to powerful, always-on intelligence.
For the entire economy, this shift mirrors the transition from a human-scale city like Florence to a modern megacity. The knowledge economy, which constitutes nearly half of US GDP, still operates on a human scale. With AI, we will build "Tokyo"—organizations of thousands of humans and AIs, operating across time zones, synthesizing decisions with precise human input. This will be faster and more leveraged, though initially disorienting.
We are still in the "water wheel" stage of AI, plugging chatbots into human-designed workflows. The challenge is to stop looking through the rearview mirror and start building the next skyline with the new materials of infinite intelligence.
深潮12/29 04:47
