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The Exploit Asymmetry

When an LLM agent writes the exploit, the fight is unit economics. Break-even contract value against cost-per-scan: the attacker's line, and the defender's sitting 10× higher because a bounty pays a tenth of a theft. The band between is the attacker-only zone, with A1's six models at measured cost.

chart SVG SecuritySmart Contracts Jun 19, 2026
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The Exploit Asymmetry — tap a model (or ← →) to read its thresholds · drag ρ to set bug incidence per scan · drag bounty to reshape the defender frontier · data as of · A1: AI Agent Smart Contract Exploit Generation (Gervais & Zhou, arXiv:2507.05558) ↗ open artifact ↗

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