https://en.wikipedia.org/wiki/Subsumption_architecture

One of the stated disadvantages was “the difficulty of designing adaptable action selection through highly distributed system of inhibition and suppression”

I can’t help but wonder how well a token-based AI could iteratively tune (or develop) a subsumption-based AI.