Educators cannot prove academic dishonesty when students use AI output humanizers to bypass Turnitin's AI detection, creating a voice mismatch but returning a 0% AI score.

Workarounds Described

• pasting suspicious paragraphs into Lynote AI to map semantic sentence patterns
• confronting students based on voice mismatch alone without proof

Implied Software Gaps

• An AI detection tool that can identify text that has been run through a humanizer/spinner, even when traditional detectors return 0%
• A tool that provides visual evidence maps and reports that can be used in official academic dishonesty proceedings

AuthCheck Pro

AuthCheck Pro is an AI-powered plagiarism and humanizer detection tool that analyzes semantic sentence patterns, voice consistency, and structural artifacts to flag AI-generated text even after spinner filtering. It provides a visual evidence map instructors can use in student conferences, closing the gap where tools like Turnitin fail.

Existing Solutions Mentioned