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| Step | Action | Owner | |------|--------|-------| | | Draft UI mockups for the “Watch‑Later” queue and recommendation panel. | Design Team | | 2 | Define the data schema for user ratings, tags, and comments. | Backend Team | | 3 | Set up a lightweight AI recommendation engine (e.g., collaborative filtering). | Data Science | | 4 | Build moderation tools for live‑chat rooms (auto‑filter, report flow). | Product & Safety | | 5 | Test adaptive streaming across a range of network conditions. | QA / DevOps | | 6 | Release a beta to a small user group and gather feedback. | Product Management |

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