Systems don't fail when one thing moves. They fail when everything starts moving together.
MULTI-DOMAIN SYSTEMIC TRANSITION
Both financial and geopolitical streams losing independence simultaneously.
FINANCIAL COHERENCE — 30 DAY HISTORY
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8 streams tracked · Signal detected —
Window: —
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HOW TO READ THIS
Coherence measures how similarly independent systems are behaving.
High coherence (near 100)
Systems are moving together — can indicate coordination or stability.
Falling coherence
Systems are diverging — early indicator of instability.
What triggers a signal
A signal fires ONLY when multiple independent streams align simultaneously. One stream moving alone is not a signal. Alignment across streams is what matters.
Inverse behavior
Some systems move in opposite directions by design (e.g., volatility rises when markets fall, safe haven flows increase during stress). This is expected and is part of the detection model.
A single stream near 100 does not mean a signal. It means that one system is internally stable or trending. Cross-stream agreement is what matters.
ACTIVE SIGNAL DETECTED
Signal detected: —
Signal active: — days
TRANSITION WINDOW
Based on historical patterns, signals of this type have preceded events by 28–66 days.
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This is not a forecast. It is a state change entering a historical transition window.
HISTORICAL PROOF: SVB COLLAPSE
Verified signal detection — January to March 2023
SVB collapsed March 10, 2023.
This exact pattern appeared 66 days before.
The signal fired on January 3. Energy and bond streams moved first.
The event occurred. This is historical fact.
FINANCIAL STREAMS
GEOPOLITICAL COHERENCE — 30 DAY HISTORY
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6 streams tracked · Defense ETFs as proxy for military spending
Chart: last 30 days · Signal: computed over 5-year window
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Signals vary in scale:
• Local signals → fewer systems involved (regional events)
• Global signals → many systems aligning simultaneously (larger systemic events)
ACTIVE SIGNAL DETECTED
Signal class: Multi-domain systemic
Cascade detected: — (computed from 5-year data)
Monitoring active since: Apr 5, 2026
N_eff: — (computed from 5-year window)
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TRANSITION WINDOW
This pattern exceeds all modern single-event comparables.
Historical reference points:
- Regional conflict signals: 27–28 days (Ukraine 2022, Iraq 2003)
- Multi-domain systemic: no direct modern precedent
- Closest historical match: pre-WW2 military spending escalation
(6-year lead, 1933–1939)
Current signal classification: multi-domain systemic
This is not a forecast. It is a state change entering a historical transition window.
HISTORICAL PROOF: UKRAINE INVASION
Verified signal detection — January to February 2022
Ukraine invasion began February 24, 2022.
This exact pattern appeared 28 days before.
Defense stocks led the divergence. The signal fired. The event occurred.
This is historical fact.
HISTORICAL PROOF: WW2 ONSET
Compressed from 6-year window — Military spending (SIPRI proxy) 1933–1939
WW2 began September 1939.
Military spending patterns showed escalation 6 years before.
WW1 showed similar patterns 11 years before onset.
The signal fired. The event occurred. This is historical fact.