Can multi-step reasoning emerge from cells that communicate only with immediate neighbors?

A member of Google’s Paradigms of Intelligence team shared “Reasoning with Neural Cellular Automata,” framing the paper around whether complex, multi-step reasoning can emerge when cells communicate only with their immediate neighbors.