Assessment AI Risk Calculator

Use this interactive tool to evaluate how vulnerable your assessment design is to Generative AI misuse. It considers five key factors: assessment format, supervision level, digital access, time pressure, and verification method.

Select one option per category. Your risk score and tailored recommendations will appear automatically.

0 of 5 factors assessed

📝 1. Assessment Format

👁️ 2. Supervision Level

🌐 3. Digital Access

⏱️ 4. Time Pressure

✅ 5. Verification Method

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Understanding the Factors

Factor	Why It Matters
📝 Format	Essays are highly vulnerable; OSCEs are near-immune
👁️ Supervision	Unsupervised work allows unrestricted AI use
🌐 Digital Access	Full internet = full access to ChatGPT, Gemini, etc.
⏱️ Time Pressure	Extended deadlines allow iterative AI refinement
✅ Verification	An oral defence makes AI-generated work easy to detect

Design Principles for the AI Era

1. Assess the process, not just the product — require drafts, reflections, and rationale
2. Layer your verification — combine written work with oral defence
3. Embrace AI where appropriate — not all AI use is misuse; teach responsible integration
4. Focus on higher-order thinking — application, analysis, and synthesis are harder to automate
5. Keep it authentic — the best assessments mirror real clinical practice