I gave my learning automata a 'pseudo-Riemann solver' and this is what it did

At its core, this is just a recursive loop wrapped on itself in a 4d grid. 'Difference tries to erase itself, but erasure leaves a difference'
By itself, that will get you cool patterns.
But I wanted to take it a step further because I wanted some kind of emergent physics. Something tangible