Transformative technologies require massive initial capital for infrastructure (CapEx). The timing mismatch between spending and revenue often bankrupts early investors, as seen with railroads and the dot-com boom. The most profitable strategy is often to invest after the initial bubble bursts and the infrastructure is already built.

The signal to launch a venture is not just identifying a trend, but possessing an "earlier view" of its trajectory than the rest of the world. This unique perspective, born from specific experience, is the true competitive advantage, especially in a rapidly accelerating field like AI.

Factory's vision for autonomous agents was correct, but the market wasn't ready for two years. This "time in the desert" highlights that market timing is as crucial as the idea itself. There are no consolation prizes for being early; you either succeed or you don't.

In a rapidly evolving space like AI, being the first mover can be a disadvantage if you bet on the wrong technical approach (e.g., fine-tuning vs. application logic). Second movers can win by observing the market, identifying the first mover's flawed strategy, and building a superior product on the correct technical foundation.

History shows that revolutionary technologies like AI require massive, often debt-fueled, infrastructure buildouts. The revenue from these technologies frequently lags the debt obligations, causing the first generation of investors to go bust. Real wealth is often captured by later investors who buy in after the initial collapse.

Beyond massive upfront investment and high failure rates, the most uncontrollable risk in a blockbuster strategy is timing, or luck. A revolutionary product launched before the market is ready for it is functionally a failure, regardless of its quality or innovation.

Market dynamics are not static. What was once a 'wave'—a new, urgent problem for everyone—can evolve into a series of 'dams' and eventually a stable 'river.' A common mistake is to build for the hype of a wave after it has crested, by which point it no longer provides the same opportunity for explosive growth.

Major technological shifts follow a predictable cycle: initial hype leads to a massive, debt-fueled infrastructure build-out. The significant delay between this spending and actual revenue often wipes out the first wave of investors before the technology ultimately succeeds.

Attempting to build 'another Airbnb' years after the original has proven successful is a flawed strategy. In venture capital-fueled markets with strong network effects, the winner achieves 'runaway escape velocity,' making it nearly impossible for later entrants to compete effectively.