Structural Leverage Audit
Local Simulator
Telemetry & Pathway Risk Visualizer
Deterministic Engine
Power Asymmetry Index
88.4
Retaliation Risk Score
Critical (91/100)
3-Yr Trainee Departure Rate
42.8%
Primary Vulnerability Vector
Visa sponsorship leverage coupled with sole-PI funding and non-independent ombuds
RECOMMENDED STRUCTURAL REMEDIATION:
- Institute mandatory independent secondary faculty mentors
- Establish dean-level bridge funding decoupling stipends from single PI grants
- Implement external third-party grievance intake and anonymous climate reporting