AI’s value compounds only when paired with real expertise, and the way it’s being sold today makes me worry that future generations will have far less of that expertise to draw from. Expertise isn’t optional — without it, the long‑term risks could be disastrous.

The danger isn’t that AI is inherently catastrophic, but that humans misjudge its trajectory, speed, or second‑order effects.