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Artificial intelligence systems are often evaluated based on accuracy, efficiency, and scalability, but far less attention is paid to subtle distortions that arise during data processing. One such phenomenon that has gained attention in research and developer communities is Peephole AI Noise. Though not always formally defined in academic literature, the term describes…