
Will Kids Learn to Think, or Ask AI?
Productive struggle just became optional. Schools are not ready for that.
Practical thoughts on how we work, build, create, and think.

Productive struggle just became optional. Schools are not ready for that.

The bottleneck moved from production to cognition. That changes who wins.

Polish used to be evidence of thinking. It is not anymore.

When generation is free, the thing a machine cannot make becomes the luxury.

Fluent, confident, and thin. What happens when the expertise signal stops working.

When answers are cheap, the scarce resource is a question worth asking.

Control does not transfer in one moment. It seeps out one small decision at a time.

Near-zero production costs, and what happens to the signal beneath the flood.

It will replace five of you with one person who knows how to run the tools.

The competitive moat in AI is not the model. It is what the model was trained on.