# kaal:claim:5245185-014

**Claim.** Exchange based monitoring tools are not shown to counter sophisticated threats such as adversarial AI agents exploiting wallet vulnerabilities, and their feasibility for smaller exchanges is unevaluated, which limits their broader applicability.

**Type.** failure  **Support.** argued

**Holds when.**

- adversarial agents targeting wallet infrastructure
- smaller exchanges with fewer resources

**Source quote.**

> It does not address how these tools counter sophisticated threats, like adversarial AI agents exploiting wallet vulnerabilities, nor evaluate their feasibility for smaller exchanges, limiting broader applicability.

**From.** Wulf A. Kaal, *How can we Best Monitor AI Agents* (2025), 6.1.1. Scalability and Interoperability Deficits in Cryptocurrency Exchanges and Platforms, page 11

**Cite as.** Wulf A. Kaal, How can we Best Monitor AI Agents (2025). SSRN: https://ssrn.com/abstract=5245185

**Verify.** sha256 of source PDF `4d7adba83ec722480e97bde6528cbe9ce98c709e45cb18794f157a64b8fe7da2` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202025%20-%20How%20can%20we%20Best%20Monitor%20AI%20Agents.pdf

**Failure mode.** adversarial-agent-blindspot  (family: ai-oversight-and-alignment-gap)

**Topics.** ai-and-agents, defi, compliance

**Keywords.** adversarial-agents, wallet-vulnerabilities, small-exchanges, monitoring-tools

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