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| Phase | Milestones | |-------|------------| | | • Build metadata enrichment pipeline (training data, model validation). • Deploy age‑gate & basic privacy settings. | | Phase 2 – Smart Filters | • Implement scene‑level classifiers for intensity and consent flags. • Release UI slider and instant‑skip button in beta. | | Phase 3 – Community & Personalization | • Launch Mood Boards and community‑tag system. • Integrate cross‑category recommendation engine. | | Phase 4 – Full Privacy Suite | • Roll out anonymous watch history and encrypted watch‑later queue. • Conduct external compliance audit (GDPR, CCPA, local age‑verification laws). |

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