The Investment Explosion
Tech giants are pouring hundreds of billions of dollars into chips, data centers, and power plants, creating a financial phenomenon that rivals the biggest industrial booms of the past. The scale of this spending is hard to comprehend, comparable to the capital expenditure of the entire global oil and gas industry.
This massive surge in spending feels like a bubble, and history tells us it probably is one. From railways to the internet, every major technological shift triggers a period of frenzy where excitement outpaces reality, and investors assume growth will never stop. But the existence of a bubble does not mean the technology isn't real. The internet was a bubble in 1999, yet it completely rewrote how the world works. The dust will eventually settle, and we will be left with a new global infrastructure that changes everything.
When Models Become Commodities
While the infrastructure grows, companies like OpenAI, Google, and Anthropic are spending billions to train "frontier" models, but the gap between the best model and the second-best is shrinking.
A rapid convergence is happening that would have been unthinkable just a few years ago. Having the best model was once a massive advantage, but today the leaders change weekly, benchmarks are saturated, and for general tasks, the difference between the top competitors is often negligible.
This creates a difficult situation for the model labs, who are engaged in a massively expensive science project where the output is becoming a commodity. If everyone has a "super-brain," having one isn't a unique selling point anymore. It becomes table stakes, like having electricity or internet access.
The Scramble for a Moat
Because the intelligence itself is no longer a guaranteed defense, model companies are frantically trying to build a "moat," a protective barrier around their business to keep competitors out.
OpenAI's strategy illustrates this clearly. They are saying "yes" to everything at once. They are not just a research lab anymore. They are making infrastructure deals with Oracle and buying chips, building consumer apps, web browsers, and search engines, integrating with e-commerce and exploring robotics. This is a race to turn a raw technology into a sticky product, bundling their model with enough other services and infrastructure that users, and investors, have a reason to stay, even if a cheaper or slightly better model appears tomorrow.