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LLM agents can be reliably jailbroken without modifying user prompts, revealing a critical vulnerability in their reasoning and memory mechanisms.
Protein search agents can now leverage multi-dimensional reward-based RL and multimodal inputs (protein sequence + text) to produce higher quality reports for complex protein analysis tasks.