๐ฏ๐ต Japan: Sovereign Debt Crisis Outlook 2026
SIGMA Engine deterministic risk assessment ยท Updated 2026-06-10 ยท Brier scored
Sovereign Debt Crisis
Japan's highest structural vulnerability is concentrated in Sovereign/Fiscal (85/100), pointing to elevated risk of fiscal deterioration, sovereign spread widening, and potential rating downgrade or IMF program. The SIGMA Engine identifies this through 8 deterministic layers including Metabolic (system energy decay), Fragility (Minsky-Kindleberger dynamics), and Kairos (temporal convergence analysis).
Japan financial risk โ sovereign debt 260% GDP, BOJ yield curve control exit, yen carry trade unwind.
SIGMA v5.0 uses 8 deterministic mathematical layers: Metabolic (energy decay), Fragility (Minsky dynamics), Psychology (crowd behavior), Network (contagion topology), NLP (semantic entropy), Prediction (Hurst exponent + EWS), Learning (Bayesian update), and Technical (momentum regime). Every output is identical given identical inputs โ zero randomness. Every prediction is timestamped and Brier scored publicly.