Detecting the Invisible: How Modern AI Detection Tools Transform Content Safety
How AI Detection Works: Principles Behind the Technology Modern systems designed to identify machine-generated text rely on a mix of statistical analysis, behavioral signals, and model fingerprinting. At the core are probabilistic features such as token distribution, repetition patterns, and entropy measures that distinguish human-written prose from content produced by large language models. These metrics…