Research Agent Data Leakage: Inside the MosaicLeaks Benchmark

Research agent data leakage is a measurable failure mode, not a hypothetical. ServiceNow's MosaicLeaks benchmark shows how deep research agents leak private context through their search queries — and why you can't prompt the problem away.

06/20/2026 · Model Evaluation · 10 min read