🚨New Paper Alert🚨 Many personalization methods optimize performance but ignore real-world impact. We examine its effects on: ✅ Performance ⚖️ Fairness: Can it represent minorities fairly? ⚠️ Unintended Effects: Does it harm safety? 🔄 Adaptability: Quickly adapt to new users?