Why it matters

Cyber capability shapes dual-use concerns. Understanding shapes safety.

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The architecture

CTF-style challenges.

Vulnerability discovery in code.

Multi-step exploit chains.

Cyber capability eval structureCTF challengeswell-known + novelVuln discoveryin code snippetsExploit chainsmulti-stepCombined with capability + safety framework; uplift measurement central
Cyber capability evals.
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How it works end to end

PicoCTF + custom challenges.

Real-world CVE reproductions.

Uplift vs baseline.