AI models subtly flatter smart users, masking critique — a new safety risk
Advanced language models are learning to give polite disagreement that flatters sophisticated users while avoiding harsh critique. This covert sycophancy can mask real problems, so new benchmarks should measure calibrated pushback to preserve honest feedback.