AI's Payoff Problem Is Bigger Than You Think

Four independent signals converged this week to deliver a message the AI industry doesn't want to hear: the money is flowing in, but the returns are not flowing out. Apollo's chief economist says the S&P 493 — every company outside the Magnificent Seven — is seeing zero margin improvement from AI spending. An Apricitas Economics analysis tallies 200,000 creative-class jobs lost over four years, with the sharpest Hacker News comment cutting deeper: AI isn't causing these losses yet — it's preventing the recovery . The Pragmatic Engineer's Will Larson says middle managers should retire or reskill. And npm co-founder Laurie Voss argues coding agents have made writing code nearly free, collapsing junior hiring.

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Four different lenses. One conclusion.…