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AI Agents' Capability to Exploit Smart Contracts: Economic Impact Study

By

bpierre

6mo ago· 30 min readenInsight

Summary

Researchers from MATS and Anthropic Fellows program investigated the economic impact of AI models' cyber capabilities by evaluating AI agents' ability to exploit smart contracts using the Smart CONtracts Exploitation benchmark (SCONE). The study examines how AI models perform in identifying and exploiting vulnerabilities in smart contracts, which has significant implications for blockchain security and the economic consequences of AI-powered cyber attacks.

Key quotes

· 3 pulled
AI models are increasingly good at cyber tasks, as we've written about before.
But what is the economic impact of these capabilities?
In a recent MATS and Anthropic Fellows project, our scholars investigated this question by evaluating AI agents' ability to exploit smart contracts on Smart CONtracts Exploitation benchmark (SCONE).
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December 1, 2025

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