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Decoupling expert personas in LLMs can drastically improve their accuracy and appropriateness in high-stakes domains like healthcare and finance.
RAG systems are far more vulnerable to subtle, word-level poisoning attacks than previously thought, achieving 90% success rates even against black-box models.
