# kaal:claim:5541658-025

**Claim.** The fragmented United States approach to regulating legal AI, resting on voluntary federal standards and a patchwork of state initiatives, prioritizes innovation but fails to address systemic risks comprehensively.

**Type.** failure  **Support.** argued

**Holds when.**

- United States federal and state oversight of AI in legal and judicial contexts

**Source quote.**

> The U.S. approach prioritizes innovation but struggles to address systemic risks comprehensively.

**From.** Wulf A. Kaal, Morgan A. Gray, *The Evolving Role of Artificial Intelligence in Law* (2025), B. United States: Fragmented Oversight and Ethical Guidelines, page 29

**Cite as.** Wulf A. Kaal, Morgan A. Gray, The Evolving Role of Artificial Intelligence in Law (2025). SSRN: https://ssrn.com/abstract=5541658

**Verify.** sha256 of source PDF `e543a2d698fcd522d4d02e034cc9ee1344d0015d2c824b40b9e05ab7c0728c60` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20and%20Gray%20-%202025%20-%20The%20Evolving%20Role%20of%20Artificial%20Intelligence%20in%20Law.pdf

**Failure mode.** fragmented oversight gap  (family: harmonization-and-standardization-failure)

**Topics.** systemic-risk, risk-and-incentives, governance-design

**Keywords.** us-regulation, fragmented-oversight, systemic-risk, governance

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