“ The AI/ML landscape is a relentless treadmill. New papers drop daily, models scale exponentially, and the pressure to innovate, to ship, to stay relevant, is immense. In this environment, 'productivity' often gets conflated with 'hours logged' or 'metrics shipped,' and 's...