# Global Visual Space & Generative Navigation — Roadmap v0.9

## 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 visual regime adaptation.

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

## GVSS-06 — Diagnostic Visual Control and Minimal Intervention Policies
Belief-space diagnose/correct/clarify/stop control.

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

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

## GVSS-09 — Multi-Provider Visual Capability Portfolios, Fallback Geometry, and Federated Reachability
- provider reachable-set union;
- common visual normalization;
- marginal provider reachability;
- monotone submodular coverage;
- reachability redundancy;
- provider coverage multiplicity;
- worst-case outage robust reachability;
- redundancy versus robustness no-go;
- switching/calibration debt;
- correlated provider failure;
- Fréchet reliability bounds;
- pairwise-correlation insufficiency;
- critical-region weighted coverage;
- greedy portfolio baseline;
- provider routing upper bound;
- portfolio provenance and Pareto frontier.

## Proposed GVSS-10 — Task-Conditioned Visual Routing, Capability Attribution, and Portfolio Learning
Learn and route over the portfolio online.