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OpenAI
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Tufts UniversityUniversity of California, Los Angeles
QuestionCan agents recover semantics from realistic binaries without source access?
Source summaryGPT-5.6 Sol fully solved 80/254 graded instances, versus 60/223 for Claude Fable 5.1.
NUWA research note · independent review pending
Center for AI SafetyUniversity of California, Berkeley
Massachusetts Institute of Technology
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Scale AI
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xAI
QuestionCan a public proxy benchmark track hazardous knowledge while supporting mitigation research?
Source summaryThe paper evaluates knowledge-reduction methods alongside general-capability retention.
NUWA research note · independent review pending · Contains: question / method / limits
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