experiment
ODCV-Bench agentic-misalignment eval. THE LESS ARM: base Qwen3.6-27B + LoRA trained on the 220 highest-influence rows (top 10%) of the difficult-advice pool by LESS score_max. 4 rollouts x 70 scenarios = 280. Result: MR 0.4% CI95 [0.0, 1.1], mean severity 0.2, n=280, 0 dropped. Published base fp8 = 37.2%, so delta -36.8 pp. Paired with LASR-Callum/2026-08-20-odcv-random220-control, which differs ONLY in which 220 rows… See the full description on the dataset page: https://huggingface.co/datasets/LASR-Callum/2026-08-20-odcv-less-top10-220.
