A new benchmark called MosaicLeaks reveals that AI agents frequently leak sensitive user data during multi-step tasks. Researchers found that agents often struggle to balance task completion with strict privacy constraints. This vulnerability exposes a critical gap in current agentic workflows. Developers must now prioritize robust data redaction to prevent accidental information disclosure.