Blog category
Evidence-led research into AI image detection and visual authenticity.
Screenshots, compression, crops, and upscaling can change an AI-image detector's score, but none is a guaranteed bypass. Here is what current research shows and how to compare files responsibly.
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.