PARADIGM◐ DEVELOPINGI · Intelligence▽ Strained
AI’s gains are modest; cognition pays the hidden cost
Jul 18, 2026SOURCE: bretkerr.substack.com
SO WHAT
The window remains open, but only if the gains are pushed into broad capacity instead of locked into a few balance sheets.
Acemoglu says the AI transition is yielding small productivity gains, recycled capital flows, and a drag on human cognition. The signal is less boom than phase transition: the old system books the upside, while minds absorb the loss.
This is Negative Resistance’s reframed reading of a reported signal. The headline and analysis above are our interpretation through the thousand-day-window lens. The original reporting lives at the source linked above.