But one of the things I find interesting at the ground level is that AI can be incredibly empowering to individuals on the front lines, because suddenly one person can run down code, data, logs, and other tedious scope to cut through layers of bureaucracy that served no real purpose except to manage human bandwidth constraints. Now obviously this is not a panacea, it doesn't work everywhere, can be disruptive, lead to new ambiguities, etc. It's too early to see how it will actually pan out once model capabilities and human ways of working stabilize, and I'm sympathetic to the anxiety this produces. But my point is, bad management notwithstanding, modern AI tends to be most empowering to software engineers and other detail-oriented people, and I don't see this changing any time soon.