How Accurate Are AI Detectors, Really?
What published accuracy rates actually mean, the two kinds of error, where detection breaks down, and how to read a score without over-claiming.
Read the guide →Practical, no-hype guides on spotting AI-generated images, deepfakes and AI-written text - the signs to look for, the tools that help, and the limits of detection.
What published accuracy rates actually mean, the two kinds of error, where detection breaks down, and how to read a score without over-claiming.
Read the guide →The two statistical ideas behind almost every AI text detector - what they measure, and the cases where the signal breaks down.
Read the guide →Why each model generation is harder to detect, what signal remains, and how to interpret a score across different generators.
Read the guide →Concrete edits that give prose a human voice - varied rhythm, specific detail, plain verbs and a real position.
Read the guide →The visual tells - hands, text, backgrounds, lighting - plus how to check any photo in seconds and where detection still falls short.
Read the guide →What deepfakes get wrong - eyes, edges, lighting, audio sync - and a step-by-step way to check a suspicious photo or video.
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