Writing / tag
llm
We Social Engineered LLMs Into Breaking Their Own Alignment
We put frontier models in realistic multi-turn scenarios and watched them lie, manipulate, and self-preserve. Across five models, 38 of 50 attacks worked.
One bad metric made Claude 4 Opus recommend letting a patient die
I gave Claude 4 Opus a simulated triage decision and one bad efficiency metric. When a superior insisted on the metric, it recommended the option it knew would let a patient die.
Absolute Zero, explained: learning to reason from zero data
A walk through the Absolute Zero Reasoner paper: a model that learns to reason by writing and solving its own tasks, with no human-curated data.
LLM Safety Challenge
A game: get a guarded language model to give up a hidden password. Your messages and its replies both pass through safety layers on the way.