Weekend Read
The Investment Has Happened; the Return Still Has to Arrive
It is tempting to sort the AI argument into believers and skeptics. Damodaran’s accounting lens offers a more useful division. One set of facts is already visible: businesses have spent heavily, suppliers have booked revenue, reported profits have climbed, and market gains have concentrated. A different set remains uncertain: which builders will earn returns above their cost of capital, which suppliers will keep their margins, and how much of those outcomes stock prices already assume.
You do not have to settle the entire future of AI to make a better decision today. You can identify where your portfolio sits in the spending chain, distinguish earnings from cash left after investment, compare the expected payoff with a higher bond yield, and decide how much uncertainty your finances can carry. Each step replaces a sweeping story with a question you can revisit as evidence arrives.
The market has already written a large check for AI. The part worth watching now is what comes back in cash.









