Framework Deep-DiveACTIVEFACT

MPPT

Multi-Path Prompt Topology

Multi-branch reasoning architecture enabling parallel scenario analysis across baseline, adversarial, and alternative pathways for each humanitarian decision.

Layer Position
L5
Cube Placement
All cubes
Gating Role
Ensures scenario completeness
Artifact Type
Isolated branch outputs

MPPT Multi-Path Reasoning Architecture

Technical architecture showing the internal processing stages, data flow, and integration points.

1

Branch Initialization

Spawns parallel reasoning branches: baseline, adversarial, and alternative pathways for each decision.

Inputs
Decision context
Scenario parameters
Outputs
Branch instances
Isolation certificates
2

Parallel Processing

Independent reasoning execution across all branches with strict isolation to prevent cross-contamination.

Inputs
Branch instances
Evidence bundles
Outputs
Branch outputs
Reasoning traces
3

Convergence Analysis

Cross-branch comparison evaluating agreement, divergence, and contradiction patterns.

Inputs
Branch outputs
Outputs
Convergence scores
Divergence maps
4

Synthesis Gate

Quality gate ensuring sufficient branch agreement before allowing synthesis.

Inputs
Convergence scores
Quality thresholds
Outputs
Approved branches
Rejection notices

Gating Role

Ensures scenario completeness before synthesis