Layer III • Feedback Modeling

Layer III — Feedback Modeling

Identifies reinforcing and balancing loops, delays, and non-linear stress amplifiers inside the mapped system.

Module View Blueprint Layer Structured Readout

Purpose: Reveal the hidden mechanics of escalation: which loops self-strengthen, which loops absorb pressure, and where delay turns strain into rupture.

← Layer II Home Layer IV →

Inputs

  • System map and weighted couplings from Layer II.
  • Stress surfaces and anomalies from Layer I.
  • Known delays, buffers, and institutional response lags.

Outputs

  • Feedback loop library with reinforcing and balancing classifications.
  • Delay map showing where response latency compounds risk.
  • Amplification score passed to scenario generation.

Process Sketch

Reveal the hidden mechanics of escalation: which loops self-strengthen, which loops absorb pressure, and where delay turns strain into rupture.

Mapped system
   ↓ identify loops / delays
Reinforcing loops (+)
Balancing loops (−)
   ↓
Amplification profile + lag structure
ΔS(t+1) = αR(t) − βB(t) + εD(t) R = reinforcing pressure B = balancing pressure D = delay penalty
Interpretation: system stress grows when reinforcing loops and delays overpower balancing mechanisms.

Example

  • Input: credit tightening + trust erosion + energy shock.
  • Output: a feedback profile showing confidence collapse reinforcing liquidity strain.
  • Downstream: Layer IV uses these loops to generate constrained scenarios.

Notes / Limits

  • Loops are conditional: the same structure may stabilize under one regime and amplify under another.
  • Delay is dangerous: slow institutions can intensify otherwise manageable shocks.
  • Feedback output is directional guidance, not a claim of exact timing.