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Guides, research, and resources on proving your work is real in the age of AI.

Falsely Accused of Using AI? Here's What to Do

A step-by-step defense guide for students, freelancers, and professionals who have been falsely accused of submitting AI-generated work. Covers immediate actions, legal considerations, and long-term prevention.

Realwork Team·January 28, 2026·15 min read

AI DetectionResearchFalse Positives

AI Detection False Positive Rates: Why AI Detectors Get It Wrong

An overview of AI-detection limits, reported false positives, and how voluntary process records can provide additional context without becoming an authorship test.

Realwork Team·January 20, 2026·16 min read

Proof of WorkAI DetectionGuide

How to Respond When Your Work Is Questioned as AI-Generated

A practical guide to documenting work process, understanding AI-detector limits, and deciding what evidence is useful when a final file is questioned.

Realwork Team·January 15, 2026·14 min read