How AI Image Detectors Work—and What Confidence Scores Mean
AI image detectors compare learned visual patterns, but their confidence scores are probabilistic signals—not proof. Learn how the systems work and how to read a result responsibly.
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Evidence-led research into AI image detection and visual authenticity.
AI image detectors compare learned visual patterns, but their confidence scores are probabilistic signals—not proof. Learn how the systems work and how to read a result responsibly.
Different training data, signals, thresholds, and file processing can produce different AI-image verdicts. Here is how to interpret the split and decide what to check next.