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Can you casually claim to dunk in basketball? No. You need to have camera footage, timestamp proof, and official data statistics. Every dunk can be verified. What about AI models? Why are our requirements for algorithms actually more relaxed? If we truly care about transparency, the performance of the model, training data, and decision logic should be as traceable and verifiable as sports data. Verification mechanisms are not just a technical issue; they are about trust.