The Risks of AI Crypto Agents: What Can Go Wrong
Agents combine software supply-chain risk with financial transaction risk. Understanding failure modes helps teams design pauses, limits, and evidence collection before production. Educational content only—nothing here is financial advice or a product endorsement.
Key and custody risk
Leaked session keys, overly broad approvals, and missing revocation paths can drain budgets quickly. Separate hot wallets from treasury accounts.
Model and tool misuse
Prompt injection may trick agents into signing unintended transactions. Validate tool outputs and enforce allowlists for counterparties and contract addresses.
Market and protocol risk
Oracle lag, liquidity gaps, and governance changes can turn automated strategies into automated losses. Automation does not remove smart-contract risk.