Detecting the Undetectable: The Rise of Intelligent Content Detection
How ai detectors Identify Machine-Generated Content The science behind a i detector systems blends linguistic analysis, statistical modeling, and machine learning to flag text or media that likely originates from automated generators. Rather than relying on a single signal, modern detectors evaluate a constellation of features: token-level probability distributions, unusual repetition patterns, shifts in syntactic…