July 28, 20267 min read
Avoiding AI Detection False Positives in Academic Essays
Why Turnitin incorrectly flags non-native English writers and how to protect your academic work.
Key Insights
AI detection tools operate by analyzing statistical entropy in text sequences. When writing is generated by LLMs like ChatGPT or Claude, sentence structures tend to be highly uniform, leading to low burstiness scores and predictable word pairings.
Swift AI Humanizer automatically handles burstiness, vocabulary entropy, and contraction injection in seconds.
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