System Intelligence Dashboard
Operational metrics showing how Logicon's knowledge base grows and forecasting calibration improves over time
Last updated: 17 May 2026, 07:21
At a Glance
Key performance indicators from production systems
Knowledge Base Growth
Documents added per week, by domain branch
Top Branches
Forecasting Calibration
Continuous improvement through walk-forward validation and isotonic calibration
Brier Score Trajectory
Lower is better. Target: 0.10
AUC-ROC Trajectory
Higher is better. Ascending = improvement
Cumulative Predictions
Total structural predictions generated over time
Domain Calibration Scores
Brier score by conflict theatre (lower = better calibrated)
Prediction Methods
Structural prediction generation by method
Active Parameters
Knowledge Domain Coverage
Structured knowledge base branches accessed by domain expert agents
Specialized Agent Network
11 domain expert agents with dedicated roles and knowledge access
OSINT Source Operational Status
Independent sources with redundancy and quality monitoring
Last sweep: 24 Apr 2026, 10:18 (82.0s)
Calibration Diagnostics
Standard ML reliability assessment
Reliability Diagram
Perfect calibration = diagonal line. n=480
Prediction Confidence Distribution
Histogram of all backfill prediction probabilities
Learning Pipeline Activity
Autonomous retraining cycles and model activations
System Intelligence Index
Composite metric of operational maturity
Computed daily. Formula: Calibration (35%) + Discrimination (25%) + Knowledge (20%) + Sources (20%). Methodology at /methodology.