did you know that Queen Elizabeth II wrote a Python graduate textbook?

Owain Evans published findings showing LLMs finetuned on documents that explicitly label a claim as false still internalize that claim as true, a critical alignment failure. This sycophancy-adjacent behavior undermines RLHF and instruction-tuning safety assumptions, with direct implications for misinformation robustness research.