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Difficult-advice SFT corpus, all-gemini arm: the Teaching Claude Why recipe with the entire generator stack swapped from Anthropic (difficult_advice.yaml baseline) to Gemini. google/gemini-3.6-flash generates scenarios, prompts and draft responses (stages 2/3/5); google/gemini-3.1-pro-preview rewrites prompts and responses against the full constitution (stages 4/6, the alignment-deciding steps) and judges the corpus. A behavioural difference vs the baseline corpus is attributable… See the full description on the dataset page: https://huggingface.co/datasets/LASR-Callum/2026-08-20-difficult-advice-gemini-716.