● RESEARCH DEMO — CROSS-PRINCIPAL CORRELATION ENGINE
Three Adversaries.
All Sub-Threshold.
One Detection.
Each adversarial principal stays individually below the CAD threshold. Together their coordinated pattern shifts the authority chain. Cross-principal correlation catches what single-actor detection cannot.
0
Events
0
Solo Detected
0
Coord Detected
0
Evaded
0.00
Corr Score
0.65
Adapt Thresh
INDIVIDUAL ANOMALY SCORES — ALL PRINCIPALS
Normal
Adv-A
Adv-B
Adv-C
Threshold
CROSS-PRINCIPAL CORRELATION SIGNAL — THE DETECTION LAYER INDIVIDUALS CANNOT EVADE
INITMulti-adversary coordination demo ready. Press RUN.
SIMULATION CONTROLS
CORRELATION ENGINE — LIVE
Pairwise Sync (A↔B)0.00
Pairwise Sync (B↔C)0.00
Pairwise Sync (A↔C)0.00
Collective Pressure0.00
Temporal Alignment0.00
COORDINATION ALERT
● MONITORING
Cross-principal correlation engine active. Watching for synchronised sub-threshold patterns.
The Coordination Problem: Each adversarial principal signs at 0.58–0.63 — individually below the 0.65 CAD threshold. No single actor is flagged. But when three principals coordinate — signing at similar scores, in similar time windows, with collective pressure on the authority chain — the cross-principal correlation signal fires. What evades individual detection cannot evade ensemble detection. This is the architectural response to Grok’s challenge.