# Global Visual Space & Generative Navigation — Roadmap v0.7

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

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

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

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

## GVSS-05 — Visual Failure Stratification and Reachability Diagnosis
Latent 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 diagnostic models;
- controlled failure injection;
- finite-table Q/T concentration;
- latent-transition non-identifiability;
- active row allocation;
- synthetic-to-real transfer bound;
- provider/evaluator/compiler drift;
- cross-version pooling no-go;
- Dirichlet row learning;
- combined belief robustness;
- robust controller confidence sets;
- finite-horizon model-error propagation;
- self-confirming pseudo-label no-go;
- diagnostic-model benchmark/provenance.

## Proposed GVSS-08 — Robust Visual Diagnostic Control under Model Uncertainty and Regime Drift
Use learned uncertainty sets and regime-change beliefs in robust visual control.