# kaal:claim:4796714-003

**Claim.** At the time of publication no legacy governance system exists that can supply the dynamic governance toolsets required to govern evolving AI models ex-ante and manage deployed solutions ex-post.

**Type.** failure  **Support.** asserted

**Holds when.**

- as of the paper's publication in 2024
- refers to legacy, non web3 governance infrastructure

**Source quote.**

> No legacy systems exist at the time of publication that could provide such dynamic governance toolsets.

**From.** Wulf A. Kaal, *AI Governance* (2024), Introduction, page 3

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

**Verify.** sha256 of source PDF `59fa63bae179e8f9b6b8efbdf90cee28400276512a1b04f9f579a48641305c93` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202024%20-%20AI%20Governance.pdf

**Failure mode.** absence of legacy dynamic toolset  (family: ai-oversight-and-alignment-gap)

**Topics.** governance-design, ai-and-agents

**Keywords.** legacy-systems, dynamic-governance, web3, ai-governance

**Related claims.**

- restated_by: https://wulfkaal.github.io/claims/4941807-002

**Canonical form.** This markdown file is the canonical hashed representation of the claim. Its sha256 is the content hash used for attestation.