Pillar AI-Detector Are AI Detectors Accurate After Human Editing? No detector is consistently reliable once a person substantially revises machine-written text. In real use, scores often swing after edits because these tools judge language patterns rather than prov... Open Pillar Article
Supporting AI-Detector Can AI Detectors Detect Humanized AI Essays? Yes, but only sometimes. Detectors can still flag humanized machine-written essays when the edits are light, repetitive, or mostly cosmetic. If the draft is deeply rewritten with a new structure, str... Read Article
Supporting AI-Detector Detection Benchmark for Mixed Human and Machine-Generated Writing An smart detection benchmark for mixed smart and human writing should reflect what happens in real editorial work, not just compare untouched machine drafts with fully human copy. In practice, writer... Read Article
Supporting AI-Detector How Does Detection Work After Human Editing? Detection tools do not read intent, authorship, or the writing process itself. They look at the finished draft and estimate whether its wording matches patterns commonly found in machine-written text... Read Article