AI Military Escalation Risk Simulator and Scenario Ledger

Mission Variables & AI Autonomy SUSPENDED CARGO INTERCEPT

Intelligence Cargo Ambiguity 0.78

AI hallucination / false-positive rate from multi-source fusion (satellite + open source + SIGINT).

System Autonomy Level 0.85

Degree of automated rules of engagement & target handoff without manual flag review.

Communications Latency (C2 Loop) 42 min

Air-to-sea tactical lag between Pentagon analysts, Special Operations Command, and boarding craft.

Interception Action Threshold 0.35

Lower threshold triggers kinetic or armed boarding at lower AI confidence intervals.

Counterfactual Interventions

Active Diplomatic Hotline Immediate real-time crisis deconfliction with Beijing naval attache.

Dual-Human Verification Interlock Requires 2 independent human intelligence officer sign-offs prior to scramble.

Visual Standoff Reconnaissance Shadow vessel at 12nm instead of armed boarding prep.

Source Grounding: CNN & Engadget reported that in 2026, an AI chatbot aggregated open-source & classified SIGINT, falsely concluding a commercial Chinese vessel was transporting nuclear components. Armed US boarding aircraft were scrambled before human reviewers caught the classification hallucination minutes before engagement.

Real-Time Escalation Assessment & Causal Graph D3 Force-Directed Causal Risk Propagation

Escalation Probability

84.6%

+41.2% over human baseline

Assessed Risk Tier

Critical Escalation Hazard

Miscalculation index: High

Input Factor

Causal Process

Crisis Node

Circuit Breaker

Critical Causal Pathway

Automated Target Classification -> High Latency Command Loop -> Unauthorized Intercept Order

Recommended Safeguard: Mandatory Human-in-the-Loop Dual Authorization

Incident Timeline Reconstruction