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MATS Research

PulseAugur coverage of MATS Research — every cluster mentioning MATS Research across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_199298 ·

    LLM API logs may expose hidden secrets in old encrypted envelopes

    Researchers have discovered that publicly shared LLM API logs may still contain sensitive customer data, such as API keys and passwords, hidden within encrypted reasoning blocks. This vulnerability, detailed in an Augus…

  2. COMMENTARY · CL_101114 ·

    AI safety field faces talent crunch amid selective hiring and ecosystem mapping

    The AI safety field is experiencing significant talent and organizational bottlenecks, as highlighted by discussions at a recent BlueDot Impact panel. Despite recruiters claiming a shortage of talent, many applicants fa…

  3. TOOL · CL_30380 ·

    MATS opens AI safety fellowship with new tracks and funding

    MATS Research is now accepting applications for its Autumn 2026 fellowship, a 10-week program focused on AI alignment, security, and governance. The fellowship, running from September 28 to December 5, 2026, offers a $5…