| Risk | Fix | |-------|-----| | Over-recommending popular content | Enforce “long-tail fairness” – at least 20% of picks under 5k total plays | | Stale mood detection | Allow manual override + detect context changes (e.g., switched from phone to car) | | Privacy concerns | Local storage of raw history; only aggregate taste vectors leave device |
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Remember Bandersnatch (Black Mirror’s interactive film)? That was just the beginning. Now we have: | Risk | Fix | |-------|-----| | Over-recommending