The Survivability Lift

Before/after bar chart comparing four survivability metrics (MDD, CVaR, Delegation Gap, Attack Success) with and without SAE execution controls, from arXiv 2603.10092.

chart SVG Agents DeFi Jun 23, 2026

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The Survivability Lift — Click a metric row to inspect before/after values and the SAE invariant that bounds it · data as of Jun 23, 2026 · Borjigin et al., arXiv 2603.10092 — SAE: Survivability-Aware Execution ↗ open artifact ↗

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Agents DeFi Infrastructure

The Survivability Contract: Treating Agent Skills as Untrusted in On-Chain AI Trading

Skill marketplaces let any agent buy trading capabilities off a shelf — and every skill is an execution vector. SAE's non-bypassable execution guards cut max drawdown from 46.4% to 3.2% (↓93%), CVaR by 97.5%, and the Delegation Gap by 97% on live perp data. The defense isn't in the model.

Jun 23, 2026 7 min read ⬢ interactive