Citadel Securities published a formal rebuttal to the Citrini report , calling the viral AI displacement thesis an "intelligence crisis" of misunderstanding macroeconomic fundamentals 1. The core counter-argument was empirical: Indeed job-posting data showed demand for software engineers up 11% year-on-year in early 2026. If AI were destroying employment at the scale Citrini described, hiring demand would be contracting, not expanding.
The rebuttal carried institutional weight. Citadel is the largest market maker in US equities, handling roughly a quarter of all stock trades. When it publishes research contradicting a market-moving thesis, the signal is partly analytical and partly positional — Citadel's business depends on orderly markets, and a deflationary panic threatens both.
But the data point has a limitation Citadel did not address. Software engineer demand rising 11% is consistent with both competing narratives. In Citadel's reading, it disproves displacement. In the alternative reading, it confirms the two-track labour market : companies hiring AI-capable engineers while cutting everyone else. The ManpowerGroup data shows the same pattern at global scale. A rising tide for one occupation can coexist with a falling one for dozens of others.
