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How to integrate a reliable self-hosted open-source AI text detector in Laravel (low false positives on human text).

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A developer asks how to integrate a self-hosted open-source AI text detector into a Laravel application that avoids false positives on human-written text. They say most detectors they tried, including SuperAnnotate's Hugging Face model, scored clearly human-written text as 99% AI.

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“I need to detect AI-generated vs human-written text in a Laravel application. Most AI detectors I've tried (including SuperAnnotate's Hugging Face model) produce too many false positives: scoring clearly human-written text as 99% AI.”
AI Stack Exchange, 14 Sept 2026, 16:08.

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