IZAAN ← all essays

Judgment over automation

Most people use AI to avoid thinking

2026 · 3 min read

Watch how people actually use AI and you can sort them into two groups inside a minute.

The first group uses it to get out of work. Write this email. Summarize this so I don't have to read it. Give me an answer so I can stop thinking about the question. The work disappears, and so does any sign that they were ever involved in it.

The second group uses it to clear the boring parts out of the way so they can do the actual thinking. They still read the thing. They still decide. They just don't spend their good hours on the parts a machine does fine.

Same tool. Opposite outcomes.

The difference is what you point it at. There is the work, and there is the friction around the work. The friction is the gathering, the formatting, the first ugly draft, the wiring between five tools that don't talk to each other. The work is the judgment: what matters here, what to ignore, what to do next, and why.

Most of the value people think they are getting from AI is friction removal dressed up as work removal. That holds right up until the judgment actually matters, and the people who handed theirs away have nothing to fall back on.

I build these systems myself, so I get to watch this up close. The ones that work keep a person in the loop at the exact point where judgment lives, and automate everything on either side of it. A system that gathers and ranks the day's accounts is enormously useful, right until it tries to make the call a human should own. The version people trusted was never the one that decided for them. It was the one that did the gathering, showed its reasoning, and left the decision where it belonged.

The systems that failed were the ones that quietly crossed that line. They felt like magic in the demo and were useless in production, because a decision you cannot interrogate is a decision nobody will stand behind.

Here is the part that took me a while to see. The skill that is getting scarce is not the ability to produce things. AI made producing things almost free. The scarce skill is judgment: knowing which produced thing is any good, and what to do with it.

So using AI to avoid thinking is exactly backwards. You are automating the part that just got cheap and letting the part that just got expensive go soft.

I am not arguing for using less of it. I use it constantly. I am arguing for being deliberate about which half you hand over. Give it the friction. Keep the judgment. The judgment was always the part that was yours.