kaal:claim:5245185-029

Claims that centralized AI ensures KYC and AML compliance are circular, because they rely on AI to interpret the very regulations that AI may itself violate.

Source quote, verbatim

the assertion that centralized AI ensures compliance with KYC and AML standards overlooks the circularity of relying on AI to interpret regulations it may itself violate.

From

Wulf A. Kaal, How can we Best Monitor AI Agents (2025), 6.3.2. Insufficient Adaptability: Static Centralization vs. Dynamic Evolution, p. 13
https://ssrn.com/abstract=5245185 · source PDF

Cite as

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

Holds when

AI driven compliance interpretation for KYC and AML

Classification

failuresupport: arguedfailure: compliance-circularityfamily: ai-oversight-and-alignment-gapcompliancedecentralizationai-and-agents

Verify

The quote above is an exact substring of the source PDF, whose sha256 is 4d7adba83ec722480e97bde6528cbe9ce98c709e45cb18794f157a64b8fe7da2. Extraction method: pdf-text-layer.
Attestation record: colloquium/attestations/62a0fa83d96b7b18...json
Verify the binding yourself: curl -s https://wulfkaal.github.io/claims/5245185-029.md | sha256sum