Academic AI Adoption & Assessment Impact Simulator

Evidence-based syllabus vulnerability modeling across higher-ed disciplines

Active Profile: Undergraduate Algorithms & Data Structures (Computer Science)
Remediation Impact: Baseline 78.5 → Remedied 24.0 (Reduction: 69.4%)
AUDITED SAFEGUARD ACTIVE
1. Select Discipline Adoption: 82%
2. Course Workload Weights Total: 100%
3. Institutional Safeguard Policy
Diagnostic Vulnerability & Integrity Analysis Real-time D3.js Simulation

Baseline Vulnerability

78.5

Remedied Vulnerability

24.0

Risk Reduction

69.4%

Integrity Reliability Index

86.2%

Resistance to unproctored LLM generation

Recommended Grading Split

Recommended Institutional Safeguards
Accessible Tabular Breakdown
Assessment Type Weight % AI Risk Turnitin Detection Adjusted Weight %
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