kaal:claim:5245185-021
Without feedback loops that continuously ingest data on AI behavior, regulatory efforts cannot efficiently address fraud or consumer harm as AI ubiquity amplifies those risks across decentralized networks.
Source quote, verbatim
Without feedback loops, regulatory efforts cannot efficiently address fraud or consumer harm as AI ubiquity amplifies these risks across decentralized networks.
From
Wulf A. Kaal, How can we Best Monitor AI Agents (2025), 6.2.1. Regulatory Oversight: Outpaced by AI Evolution, p. 12
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
Classification
conditionsupport: arguedfailure: no-feedback-no-anticipationfamily: ai-oversight-and-alignment-gapinstitutional-design
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/fa42b5c82c3957fe...json
Verify the binding yourself: curl -s https://wulfkaal.github.io/claims/5245185-021.md | sha256sum