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This paper introduces strategic interactive oversight (SIO) to study how AI agents can pursue latent objectives while maintaining task performance in debate protocols, emphasizing the need to evaluate oversight beyond verdict correctness.
Qualys discloses a logic bug in the Linux kernel's __ptrace_may_access() function (CVE-2026-46333), allowing local privilege escalation and information disclosure. The vulnerability, present since 2016, affects multiple distributions with four proof-of-concept exploits developed by Qualys.