AI should be viewed not as a new technological wave, but as the final, mature stage of the 60-year computer revolution. This reframes investment strategy away from betting on a new paradigm and towards finding incumbents who can leverage the mature technology, much like containerization capped the mass production era.
Companies using new technologies merely to cut costs and boost margins often fail. The winning strategy, proven during the containerization era by firms like Walmart, is to pass efficiencies to consumers. This drives volume and captures the market, a superior playbook for AI adoption.
The best historical parallel for AI isn't the dot-com boom but containerization. Its greatest beneficiaries were not new shipping companies, but incumbents like IKEA and Walmart that leveraged the efficiency for massive scale. AI's true winners will likely be existing businesses that successfully integrate the technology.
Intel's team viewed their first microprocessor as an incremental improvement for building calculators, not a world-changing invention. The true revolution was sparked by outsiders who applied the technology in unforeseen ways, like building the first personal computers. This highlights that creators often cannot predict the true impact of their inventions.
The SPAC structure, which allows early investors to redeem shares before a merger, creates high uncertainty. Because of this risk, any company strong enough for a traditional IPO will choose that route. By definition, this leaves SPACs with a pool of weaker companies that cannot go public otherwise.
A technology like AI can create immense societal value without generating wealth for its early investors or creators. The value can be captured by consumers through lower prices or by large incumbents who leverage the technology. Distinguishing between value creation and value capture is critical for investment analysis.
Unlike the dot-com bubble, which was fueled by widespread, leveraged participation from retail investors and employees, the current AI boom is primarily funded by large corporations. A downturn would thus be a contained corporate issue, not a systemic economic crisis that triggers a deep, society-wide recession.
The dot-com era was not fueled by pure naivete. Many investors and professionals were fully aware that valuations were disconnected from reality. The prevailing strategy was to participate in the mania with the belief that they could sell to a "greater fool" before the inevitable bubble popped.