On the magnitude vs. timing of AI investment payoff: It's producing significant growth for OpenAI and other LLMs right now; they're monetizing IP and growing revenue very rapidly. The question is whether they will generate significant free cash flow at some point, and whether there will be multiple LLMs at scale generating high returns, which technology history suggests is unlikely given winner-take-all markets.

factualpending

Speaker

Joseph Shaposhnik

Evidence Quote

It's producing it's producing a heck of a lot of growth for for OpenAI and for some of the other LLMs that are they're monetizing their IP.

Source

The $1 Trillion Supercycle Hidden in Plain Sight | Joseph ShaposhnikExcess Returns
Created: 8/12/2026, 6:14:37 PM

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