kaal:claim:4796714-027

Post-deployment monitoring, the standard fallback when ex-ante rules prove inadequate, is typically woefully outdated by the time it is applied because the AI models continue to evolve.

Yet, post-deployment monitoring is typically woefully outdated as the AI models evolve.

Wulf A. Kaal, AI Governance (2024), Challenges, p. 32
https://ssrn.com/abstract=4796714 · source PDF

Wulf A. Kaal, AI Governance (2024). SSRN: https://ssrn.com/abstract=4796714

• applies to monitoring regimes applied after deployment
• holds for continuously learning models

failuresupport: assertedfailure: monitoring obsolescencefamily: ai-oversight-and-alignment-gapcompliancegovernance-designai-and-agents

• restated_by kaal:claim:4941807-001 Ex-post AI governance, in which regulation is applied only after AI systems have been developed and deployed o...

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