(e.g., Is it a specific legal case, a technical part number, a code for a specific course, or a creative writing prompt?) What is the goal of the essay?
Some questions to help me:
| Risk | Impact | Mitigation | |------|--------|------------| | | Annoyance, unwanted UI changes. | Implement a confidence threshold; fallback to manual mode after 3 consecutive mismatches. | | Battery drain from constant sensor polling | Shorter device runtime. | Use interrupt窶租riven sensor reads; schedule heavy sensors (GPS) only when needed. | | Privacy concerns about microphone | User distrust. | All audio processing stays on-device; no raw audio transmitted. Provide a clear opt窶双ut toggle. | | Model drift over time | Degraded relevance. | Deploy federated learning updates quarterly, with a fallback to a stable base model. | | Complexity for non窶奏echnical users | Low adoption. | Offer preset profiles (e.g., 窶弩ork窶�, 窶弋ravel窶�, 窶廸ight窶�) plus a simple 窶弩izard窶� for custom rules. | JUQ-599
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