> ML assistance reduces our performance and persistence, and denies us both the muscle memory and deep theory-building that comes with working through a task by hand: the cultivation of what James C. Scott would call Imagine being starting university now... I can't imagine to have learned what I did at engineering school if it wasn't for all the time lost on projects, on errors. And I can't really think that I would…
Yeah, I think about this a lot. Those days of grinding on some grad school maths homework until insight. Figuring out how to configure and recompile the Linux kernel to get a sound card driver working, hitting roadblocks, eventually succeeding. Without AI on a gnarly problem: grind grind grind, try different thing, some things work, some things don't, step back, try another approach, hit a wall, try again. This effor…
The problem is: (almost) nobody does that. You'll just ask Claude Code to fix the build, go grab a coffee and come back with everything working.