# Global Visual Space & Generative Navigation — Roadmap v0.8

## 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 control.

## GVSS-07 — Online Visual System Identification and Diagnostic Model Learning
Learned versioned $T/Q$ models.

## GVSS-08 — Robust Visual Diagnostic Control under Model Uncertainty and Regime Drift
- uncertainty sets;
- nominal/robust action separation;
- robust margin theorem;
- robustness debt;
- drift belief;
- fallback threshold;
- stale-model horizon debt;
- robust value of recalibration;
- coverage-conditioned robust certificate;
- evaluator/provider quarantine;
- belief checkpoint/replay;
- joint provider/failure posterior;
- model-averaging/version-conflict distinction;
- robust STOP monotonicity;
- uncertainty-aware budget allocation.

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