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Risk EvaluationBenchmark

The Next Challenge for Agentic Cybersecurity: A Realistic, Contamination-Free Reverse Engineering Benchmark

Research by Columbia University Google DeepMind University of California, Berkeley Vals AI OpenAI Anthropic Tufts University University of California, Los Angeles

2026-08-11

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

CybersecurityCapability

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