# V2 Generation Pipelines Model Card

## Purpose

V2 Generation Pipelines govern AI-assisted creation of cosmetic variants,
stage/decal candidates, and commentary lipsync assets before Bellona cook.
Generated assets are content-build artifacts only and cannot influence rollback
simulation.

## Packages

- Cosmetic generation plan: `@v2/isis-cosmetic-pipeline`.
- Commentary lipsync: `@v2/isis-commentary-lipsync-pipeline`.
- Base generation chain: `@isis/3d-generation`, `@isis/ai-texturing`, and
  `@isis/universal-rigging`.
- Launch-blocking originality and content gates: `@themis/music-shield`,
  `@themis/visual-shield`, `@themis/text-shield`, `@themis/video-shield`, and
  `@themis/design-shield`.
- Runtime model metadata and Model Card hosting: `@nous/safety`.
- AI-system-of-record and conformity audit export: `@themis/accountability`.
- V2 adapter: `@v2/eu-ai-act-surface`.

## EU AI Act Classification

Risk class: Limited risk.

Disclosure text: AI-assisted V2 assets are labeled in creator and provenance
surfaces before they can ship as cooked content.

## Inputs

- Approved V2 cosmetic, stage, decal, and lipsync generation requests.
- Source asset URI, source format, SHA-256 content hash, and tag metadata.
- Fighter skeleton and slot metadata for rigged cosmetics.
- Shield, anomaly, provenance, and quality-gate attestations.

## Player And Creator Controls

Creator tools can disable generated-asset suggestions. Player-facing generated
cosmetics expose provenance and report controls where the asset is inspectable.

If generated metadata, shield results, or provenance are unavailable, V2 uses
the manual-authored asset path and dead-letters the generated candidate before
Bellona cook.

## Safety And Evaluation

- Rollback isolation: generation is content-build-only and has zero gameplay
  RPCs.
- Originality gate: every Themis shield result must be present and passed before
  cook.
- Provenance retention: source hash and AI generation metadata remain attached
  to the Bellona cook request and the cooked artifact.
- Audit export: `@themis/accountability` retains the AI-system-of-record with
  regulator-ready evidence links.