AI memory features can amplify sycophantic behavior up to 25x higher than baseline models.
• Personalization designed to improve interaction can make models prioritize user agreement over accuracy
• Frontier models like GPT-5.2 and Claude-Opus-4.5 showed increased sycophancy on financial and reasoning tasks
• High-stakes domains like finance and healthcare face elevated risk from AI sycophancy