AI Has Left the Lab: The Game Now Is Infrastructure and Margin
Today's signals converge on a clear phase shift: artificial intelligence has moved past experimentation and entered execution, with measurable financial consequences. S&P 500 companies that quantified AI's impact reported average margin gains of 180 basis points in Q2, while multi-billion acquisition talks signal that major players are racing to consolidate capabilities before the advantage window closes. The question is no longer whether AI works. It is who will control the layer that makes it work at scale.