System Delegation Parameters
Interactive Inputs
85%
Human Oversight Frequency
Task Complexity & Blast Radius
Audit Logging & Sandbox Fidelity
Failure & Liability Telemetry
Calculated ModelSystem Autonomy Rating
High Risk (85%)
Unchecked system authority granted
Systemic Failure Probability
78.2%
P(catastrophic bypass | oversight deficit)
Attributed Human Responsibility
92.4%
Delegation liability vs autonomous agency
Governance Deficit Score
81.0 / 100
Authority exceeds oversight bandwidth
Authority vs. Oversight Verification Boundary
(85% Autonomy, Post-Exec)
Recommended Mitigation Gate
Introduce mandatory pre-execution validation gates and strict capability sandboxing.
“The failure wasn't that the model malfunctioned; the failure was human governance choosing to wire the model directly to unauthenticated output channels.”