Veritas AI Checker

Indicators with Context

Flag segments with elevated likelihood of AI assistance based on stylistic and distribution signals. Review sentences in place, compare earlier drafts, and consider the assignment prompt. The tool positions indicators as starting points for inquiry rather than final calls. This framing encourages constructive dialogue focused on learning, authorship, and appropriate use instead of quick punitive reactions. Calibration guides help staff align thresholds and escalation steps across courses.

Good Practice and Caveats

Detectors can be imperfect, especially for multilingual writers and formulaic genres, so the product centers process. Recommended steps include gathering drafts, asking about sources and notes, and aligning next actions to policy. This guidance helps avoid false positives and supports revision, citation, and reflection, making academic integrity conversations consistent, humane, and evidence informed. Notes and exports document context so decisions are clear and reviewable later.

Drafts, Notes, and Exports

Attach instructor notes, evidence, and student reflections to the report. Export a package for records or appeals. Version history tracks when drafts were uploaded and how the text evolved. By preserving context, programs standardize documentation across courses and terms. This reduces confusion later and supports training, calibration, and fair outcomes rooted in transparent rationale and steps. Privacy settings restrict sharing outside the roster to protect student records.

Integration and Access Control

Connect to learning platforms so submissions, rosters, and policies sync automatically. Single sign on simplifies access. Role based permissions separate instructors, admins, and assistants. Privacy settings restrict sharing beyond the course. These controls keep sensitive information contained while enabling collaboration between faculty, support offices, and academic integrity teams as needed. Updates improve robustness while reducing noise for multilingual or formulaic prose.

Calibration and Updates

Provide calibration sets so departments align on thresholds, explanations, and escalation paths. Release notes outline model updates and known limits to maintain shared understanding. Optional sampling invites periodic human review to check outcomes. With consistent training and clear communication, programs use indicators responsibly and improve reliability without overstating certainty to stakeholders. Policies and resources emphasize revision, citations, and responsible tool use.