ServiceNow/PiSAs

PiSAs: Benchmarking Contextual Integrity in Multi-User Agentic Systems Paper: arXiv:2607.05318 PiSAs (Privacy in Shared Agentic systems) is a benchmark for contextual privacy in multi-agent LLM systems. Each scenario puts an executor agent in an organisation, gives it a decision to make, and spreads the evidence it needs across colleagues — mixed in with private facts that are not legitimate inputs to that decision. A system is scored both on getting the decision right and on… See the full description on the dataset page: https://huggingface.co/datasets/ServiceNow/PiSAs.

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