When an event defies expectations, it carries high "information as surprise"—a measure of data's value based on unpredictability. Used in fields like data compression and machine learning, it prioritizes novel patterns over repetitive ones. Researchers, analysts, and AI developers benefit by optimizing systems to focus on rare, meaningful signals.
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