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Evidence record 4891 · automatically gathered

Partial Evidence Bench: Benchmarking Authorization-Limited Evidence in Agentic Systems

Enterprise agents increasingly operate inside scoped retrieval systems, delegated workflows, and policy-constrained evidence environments. In these settings, access control can be enforced correctly while the system still produces an answer that appears complete even though material evidence lies outside the caller's authorization boundary. This paper introduces Partial Evidence Bench, a deterministic benchmark for measuring that failure mode. The benchmark ships three scenario families -- due d

Record details

Published: 6 May 2026
Source: arXiv
Category: Research
Topics: Regulation · Agents & autonomy · Environment
Retrieved: 14 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

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How to cite this record

ethics.ai (6 May 2026), “Partial Evidence Bench: Benchmarking Authorization-Limited Evidence in Agentic Systems,” evidence record 4891, https://ethics.ai/record/4891 (originally published by arXiv).

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