Work intensification is not a side effect of AI adoption in software development — it is the structural outcome that multiple independent research tracks have now documented for 2026. The efficiency AI provides is real; the question is who captures it. converge on the same answer: organizations absorb the gains as higher throughput expectations while developers absorb the costs as longer hours and elevated burnout. The METR controlled trial adds a particularly sharp dimension — developers [believed they were faster while…