AI safety

Community-written narratives, folded in during mid-training, as a route to alignment - capturing human values through storytelling and giving communities a real say over open-weight model behaviour.

Two white-box attacks recovered knowledge that LUNAR, a state-of-the-art unlearning method, was supposed to have removed - suggesting localised edits may not be enough for robust unlearning.