Shorting Human Origin

Every great trade begins as an insult to consensus.

At the moment it matters most, the trade looks wrong. Not merely early. Wrong. It contradicts the obvious story, the comfortable story, the story supported by charts, conferences, headlines, analyst reports, and the behavior of powerful institutions.

The obvious story of this age is that artificial intelligence belongs to scale.

“The obvious story of this age is that artificial intelligence belongs to scale.”

The companies with the largest models will win. The companies with the largest data centers will win. The companies with the deepest compute budgets will win. The companies that can buy the most chips, secure the most power, and hire the most researchers will compound their advantage until the rest of the economy becomes dependent on them.

It is clean. It is intuitive. It is easy to model. It produces simple investment conclusions. It flatters the incumbents. It comforts the market because it suggests the future will be owned by the same institutions already large enough to finance it.

Not entirely wrong. The largest players will not disappear. Compute will not stop mattering. Frontier models will not become irrelevant. Centralized infrastructure will continue to serve real demand. The mistake is not believing scale has value.

The mistake is believing scale owns the future because scale owned the first phase.