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LLMs struggle to extract and reason over complex text structures in scientific domains, but explicitly prompting them to build these structures first yields significant performance gains.
Multimodal LLMs that ace single-turn safety can still be tricked into 90-100% ASR with multi-turn attacks, especially when modalities switch mid-conversation.
