22 April 2026 · 30 min read
The Automation Paradox: Why AI Agents Create More Work Before They Create Less
Teams deploying AI agents see a productivity dip before gains materialize. The supervision tax, the correction loop, and the trust calibration period are predictable, manageable phases, not signs of failure.
AI agents automation productivity research management