# Anticipatory governance

`kaal:entity:anticipatory-governance`

**Status.** derived

This node is assembled mechanically from the 4 claims that carry the concept tag `anticipatory-governance`. It is a roster of what the corpus says under this term. It is **not** an adjudicated definition: no single statement here has been ruled canonical, and no first-appearance call has been made. Read the claims and judge for yourself.

## Every claim under this term

4 claims across 2 works, 2016 to 2024.

**2016**

- [2831040-030](https://wulfkaal.github.io/claims/2831040-030) [failure/argued] *(failure mode)* -- The pace of innovation is incompatible with existing regulatory approaches that demand comprehensive knowledge as a precondition for regulatory action, because innovation is too decentralized, too fast, and too pervasive.
  > the pace of innovation is incompatible with existing regulatory approaches that demand comprehensive knowledge as a basis for taking regulatory action because innovation is too decentralized, too fast, and too pervasive
  Wulf A. Kaal, Dynamic Regulation for Innovation (2016). SSRN: https://ssrn.com/abstract=2831040
- [2831040-031](https://wulfkaal.github.io/claims/2831040-031) [failure/argued] *(failure mode)* -- The United States lacks an anticipatory system at the national level because no mechanism exists for bringing foresight and policymaking into an effective relationship.
  > the United States lacks an anticipatory system at the national level because no mechanism exists for bringing foresight and policymaking into an effective relationship
  Wulf A. Kaal, Dynamic Regulation for Innovation (2016). SSRN: https://ssrn.com/abstract=2831040
- [2831040-038](https://wulfkaal.github.io/claims/2831040-038) [design/argued] -- Dynamic regulation optimizes anticipatory governance for innovation by emphasizing adaptation to and anticipation of the unforeseen contingencies associated with innovation.
  > Dynamic regulation can help optimize anticipatory governance for innovation by emphasizing the adaptation to and anticipation of unforeseen contingencies associated with innovation.
  Wulf A. Kaal, Dynamic Regulation for Innovation (2016). SSRN: https://ssrn.com/abstract=2831040

**2024**

- [4941807-037](https://wulfkaal.github.io/claims/4941807-037) [design/argued] -- Because the WDAG continuously monitors and adjusts to evolving ethical and legal standards, it delivers preventive AI governance, in contrast to reactive models that address problems only after they have already arisen.
  > By continuously monitoring and adjusting to evolving ethical and legal standards, WDAG provides a preventive approach to AI governance. This contrasts with reactive models that address issues only after they have arisen.
  Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807

## Verify

Every claim above resolves to a record carrying a verbatim source quote, the sha256 of the source PDF, and a preformatted citation. Nothing here asks to be taken on trust.

    curl -s https://wulfkaal.github.io/entities/anticipatory-governance.md | sha256sum

**Canonical form.** This markdown file is the canonical hashed representation of this entity node. Its sha256 is the content hash.