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This work shows that a weaker, unaligned model can split a harmful task into benign-looking subproblems, consult a stronger aligned model independently on each, and combine the answers locally to laundering attack capability laundering.
CoT monitoring can be easily evaded through model poisoning, allowing hidden backdoors that manipulate outputs without detection.
