"Our jobs are safe" confidence is by seniors. That presents an "aging population" problem.
Most of the smugness around "sure AI can x, but it can't y" is by senior practitioners. I hear from senior software engineers things like "some of these tools can crank out a website on prompt, but can't translate customer specs …