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LLM safety guardrails are surprisingly weak against domain-specific adversarial attacks in finance, medicine, and law, but ExpGuard closes the gap with a new model and dataset.
LLMs struggle with basic banking calculations, like comparing loans or estimating payouts, until fine-tuned on a new benchmark designed for realistic financial scenarios.
