5 posts
The same tool that can fold a beginner's learning curve shorter can also erase it. AI compresses apprenticeship when it transfers expertise and destroys it when it lets people skip the repetitions that were quietly teaching them.
The subscription is the small line. The real meter is the time you spend feeding context, checking output, catching the confident mistake, and cleaning up the work that looked finished. That hidden labor has a name now: botsitting.
AI is strong in one place and confidently wrong half a step over, and from the inside the two feel identical. The real skill is not prompting. It is knowing when to delegate, when to steer, when to verify, and when to think alone.
The invoice for AI is the cheap part: a seat and some tokens. The real bill arrives in four ledgers: financial, attention, coordination, and development. Why AI makes the individual feel fast while the organization barely moves.
My head does not run in a line, it runs in branches. A tool arrived that does the exact part I cannot do and amplifies the exact part I already do too much. On building with an agent when your attention has its own ideas.