
Will the MosaicLeaks benchmark dataset appear on Hugging Face by July 3, 2026?
Resolves by Jul 3, 2026
Research agents that combine private documents with web searches risk leaking sensitive information through their external queries, where an adversary can reassemble fragments of seemingly ordinary search patterns to infer confidential facts. MosaicLeaks introduces a benchmark task with multi-hop research questions that interleave public and private information to measure this privacy risk across three leakage types: intent leakage, answer leakage, and full-information leakage. Testing found that agents frequently leaked private information across models tested, and simply instructing agents not to leak proved inconsistent and ineffective. The research proposes a reinforcement learning method called Privacy-Aware Deep Research that improved both task success and reduced leakage by training agents to be aware of mosaic-leakage risks.

Hundreds of contractors working on a project for Meta pretended to be kids in order to see how other chatbots like Gemini and ChatGPT would respond to high-risk subjects, WIRED found.

Tidal shared its new policies regarding AI-generated music today and how the platform plans to "protect artists" and "inform listeners." Instead of banning it outright, starting on July 15th Tidal will label tracks it has identified as being 100 percent AI-generated with an icon. But starting today those tracks will no longer be monetizable. "Tidal's priority is ensuring royalties go to original works directly produced, written, and performed by people. We will therefore not kn

A new proposal would ban the sale of Americans' health and location information to data brokers - including information people reveal to an AI chatbot like ChatGPT or Claude. In the coming weeks, Senator Elizabeth Warren (D-MA) and Representative Mary Gay Scanlon (D-PA) are planning to debut a new version of the Health and Location Data Protection Act that's better suited to the AI era. The former version of the bill, first introduced in June 2022, prohibited data brokers from
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