How an a i detector Works: Techniques, Signals, and Reliability An ai detector combines statistical analysis, machine learning models, and linguistic heuristics to determine whether a piece of text or media was produced by artificial intelligence. At the core of most systems are pattern-recognition techniques that identify the hallmarks of synthetic generation: repeated phrasing, improbable…