Your three models checked each other and agreed. That is the part that should worry you.

A trader would recognise what happened here. So would a structural engineer, and an epidemiologist. None of them would recognise it in your stack, because each field gave it a different name and none of them ever compared notes.

Three of these are running in a normal AI setup right now, each one named and solved decades before any of it existed.

What would someone from a completely different field see in your stack that you have stopped being able to see?