Research
Independent benchmarks, original studies, and data-driven reports on AI detection accuracy, model behavior, and industry trends.
WhatsApp Video Compression & AI Detection: Macroblocking and Temporal Artifacts
Technical study on how WhatsApp video encoding, bitrate quantization, and GOP structure trigger false alarms in neural video detectors.
AI Detection Accuracy Tests: Transparent Benchmark
A transparent look at AI detection accuracy testing, including false positives, false negatives, AI recall, mixed-text detection, multilingual performance, editing resistance, and how AIDetector.cx benchmarks Balanced and Aggressive Detection without unsupported accuracy claims.
GPT-5.5 vs Gemini Detection: Algorithmic Differences
Understand why GPT-5.5 and Gemini produce different AI detection scores and how modern detectors analyze their writing patterns.
How to Avoid False Positives in Institutional AI Detectors
False positive flags on institutional AI detectors can jeopardize your academic standing. Learn why these errors happen to human writers and discover five practical, verifiable strategies to prove your work is 100% authentic.