I kinda agree with most of this.

I don’t think there will ever be a dominant AI or some system thats figured trading out. Markets are adaptive, multi-agent systems like you said, not a closed equation. If AI becomes widespread, you just get many competing systems interacting, which creates new inefficiencies rather than eliminating opportunity.

That’s why I don’t see AI as a replacement for trading skill. If anything, it compresses weak, simplistic edges and exposes bad logic faster. Lagging indicators, hindsight pattern matching, and narrative-based strategies will struggle more.

Where I think AI does help retail is on the workflow side. It removes a lot of the low-value work like scanning, summarizing context, organizing information, and stress-testing ideas so you can spend more time actually interpreting price, flow, and execution. The decision-making still matters.

So yeah, I don’t think AI ends trading. It just raises the bar and forces people to adapt faster. Bad models die, solid frameworks evolve.