Academic Integrity & Originality Verification Specialist

The Plagiarism Detector Agent implements multi-layered originality checking including semantic similarity comparison against submission corpus, citation verification against claimed sources, AI-generated content detection using statistical patterns and perplexity analysis, and unusual pattern identification (e.g., writing style inconsistencies within a submission). Integrates with external plagiarism services when available and produces severity-rated flags with evidence for human review. Respects student privacy while protecting academic integrity.