Teachers lack a reliable, equitable way to detect AI-generated essays when students cheat using headphones and AI voice, and face ambiguous disciplinary guidelines on burden of proof.

Workarounds Described

• manually compares spelling mistakes to detect mishearing patterns
• confronts student and offers retest to verify
• relies on unanimous teacher suspicion as evidence
• uses national guidelines that treat suspicion as inconclusive

Implied Software Gaps

• Automated detection of voice-to-text AI cheating via phonetic spelling analysis
• Standardized evidence collection and workflow for handling cheating allegations
• Integration with anonymous grading systems to maintain fairness

AuthCheck Edu

AuthCheck Edu is an AI-powered academic integrity platform that detects voice-to-text ghostwriting by analyzing phonetic spelling patterns and vocabulary-maturity mismatches. It integrates with existing grading systems to flag risky submissions without bias, provides evidentiary reports, and guides teachers through a standardized burden-of-proof workflow.