A new benchmark called MosaicLeaks reveals that AI agents often leak private data through their outputs. Researchers found that agents struggle to maintain confidentiality when processing sensitive documents for users. This vulnerability exposes a critical gap in current agentic workflows. Developers must now implement stricter output filtering to prevent accidental data exposure in production.