A new benchmark shows enterprise LLM agents violate contextual integrity at rates of 15.8-50.9% with leakage up to 26.7%, and higher task performance correlates with more privacy breaches that model scaling does not fix.
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CI-Work: Benchmarking Contextual Integrity in Enterprise LLM Agents
A new benchmark shows enterprise LLM agents violate contextual integrity at rates of 15.8-50.9% with leakage up to 26.7%, and higher task performance correlates with more privacy breaches that model scaling does not fix.