Brian Rose argues that while AI's top 10 companies represent ~41% of US market cap—comparable to previous bubble peaks—the distinction is that AI firms already generate substantial revenues and profits rather than relying purely on speculation. He reframes the debate from whether AI is a bubble to how much future AI economics are already priced into current valuations.