Scenario Builder
Exploring counterfactual paths without collapsing causality#
Scenarios are thought experiments, not rewrites.
Purpose#
This module exists to:
- support counterfactual exploration and foresight
- isolate causal factors without erasing history
- compare regime trajectories under different pressures
- enable educational and research labs
- prevent rewind‑based illusion of control
The scenario builder answers:
What conditions mattered most?
Scenario Design as Substrate Expression (S / E / R)#
Structure (S)#
- initial conditions
- parameter ranges
- structural constraints
Activation (E)#
- stress amplification or dampening
- disturbance injection
- policy or behavior shifts
Relational Time (R)#
- scenario start points
- divergence windows
- regime‑specific timelines
Scenarios are anchored in time, not free‑floating.
Scenario Types#
1. Parameter Variation Scenarios#
Explore:
- extraction intensity
- learning rates
- trust decay
- regeneration capacity
Purpose: isolate sensitivity and leverage points.
2. Shock Injection Scenarios#
Introduce:
- ecological disturbances
- social conflicts
- institutional failures
Purpose: test resilience and fragility.
3. Policy or Behavior Shift Scenarios#
Alter:
- governance responses
- coordination norms
- technological buffering
Purpose: explore response timing and limits.
4. Regime Boundary Scenarios#
Start simulations:
- near thresholds
- inside stressed regimes
- post‑transition
Purpose: reveal path dependence and hysteresis.
Scenario Constraints#
Scenarios must:
- respect substrate limits
- preserve irreversible events
- avoid omniscient intervention
- maintain internal consistency
No scenario may violate physics, ecology, or cognition.
Scenario Comparison Modes#
Supported comparisons include:
- baseline vs scenario
- multiple scenarios side‑by‑side
- regime‑aligned comparison
Comparison reveals structure, not prescriptions.
Narrative Framing#
Scenarios are framed as:
- questions
- hypotheses
- explorations
Never as recommendations.
Failure Modes#
Scenario builders fail when:
- counterfactuals imply undo
- scenarios imply control
- outcomes are ranked
- observers mistake exploration for prediction
Scenarios must teach humility.
Integration Notes#
The scenario builder:
- consumes outputs from all simulation layers
- aligns with time & regime controls
- integrates regime overlays and heatmaps
- supports foresight, education, and research
This module is the laboratory of understanding, not decision authority.
Status#
Canonical scenario builder framework for the EcoEchoSystem UI layer.
Designed for counterfactual exploration without epistemic collapse.