dougalldeepmind/2026-08-31-difficult-advice-716-cot-only-supervision

CoT-only supervision mixture, difficult-advice-v2 (Table2 9,284 + DA-v2 716) field value experiment Arm: train the 716 difficult-advice rows on their REASONING ONLY — each row is truncated at its </think> close, so the visible answer leaves both the loss and the forward pass — while the 9,284 Table2 rows train exactly as in the control. Tests whether the difficult-advice effect on agentic misalignment is carried by the reasoning or by the answer. date_generated… See the full description on the dataset page: https://huggingface.co/datasets/dougalldeepmind/2026-08-31-difficult-advice-716-cot-only-supervision.