# Global Visual Space & Generative Navigation — Roadmap v0.10

## GVSS-01 — The Global Visual State Space Hypothesis
Ambient visual state space.

## GVSS-02 — Visual Generation as Constraint-Domain Solving
Constraint geometry.

## GVSS-03 — Generative Reachability and Unrealized Visuals
Bounded reachability.

## GVSS-04 — Reflexive Visual Navigation
Closed-loop regime adaptation.

## GVSS-05 — Visual Failure Stratification and Reachability Diagnosis
Failure belief.

## GVSS-06 — Diagnostic Visual Control and Minimal Intervention Policies
Belief-space control.

## GVSS-07 — Online Visual System Identification and Diagnostic Model Learning
Learned versioned diagnostic dynamics.

## GVSS-08 — Robust Visual Diagnostic Control under Model Uncertainty and Regime Drift
Robust/fallback/recalibration control.

## GVSS-09 — Multi-Provider Visual Capability Portfolios, Fallback Geometry, and Federated Reachability
Provider portfolio geometry.

## GVSS-10 — Task-Conditioned Visual Routing, Capability Attribution, and Portfolio Learning
- task-conditioned provider capability;
- logging/routing policy;
- selection-bias reversal;
- support/positivity no-go;
- IPS unbiasedness/concentration;
- propensity provenance;
- provider starvation;
- cold-start calibration;
- estimation-to-routing regret;
- oracle routing regret;
- uncertainty-aware exploration;
- conditional fallback value;
- multi-stage path capability;
- provider-stage attribution no-go;
- capability drift/retraining;
- confidence-separated routing;
- routing Pareto frontier.

## Proposed GVSS-11 — Compositional Visual Reachability Graphs and Cross-Provider Transformation Paths
Move from one-provider routing to multi-stage provider composition.