# kaal:position:2026-07-31-7166

**Affirmed position.** From single-agent to multi-agent: a comprehensive review of LLM-based legal agents presents the following source proposition: This survey provides a comprehensive review of the applications and developments of LLM-driven agents in law. This proposition is pertinent to Kaal's source-bound claim that Every provision of the Codex is subject to a comprehensive review every five years assessing its relevance, effectiveness and alignment with technological and legal developments such as AI, blockchain and quantum computing. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.

**Status.** affirmed  **Published.** 2026-07-31

**Holds when.**

- The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.
- External evidence level: abstract indexed.
- Mapping review tier: moderate-confidence claim review.
- Primary mapping confidence: 0.3562.
- The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

**Current debate.** From single-agent to multi-agent: a comprehensive review of LLM-based legal agents: https://doi.org/10.20517/aiagent.2025.06

**Extends.** kaal:claim:5886342-043: https://wulfkaal.github.io/claims/5886342-043

**Scholarly basis.** Furrer Andreas, Wulf A. Kaal, Stephan D. Meyer, Universal Digital Law Codex (UDLC) (2025). SSRN: https://ssrn.com/abstract=5886342

**Source PDF sha256.** `dc456a1ce2ea4a356dbcb35dc900ec36be94b8c9b6da4a2c8c268d6301f66359`

**Evidence level.** abstract indexed

**Mapping review tier.** moderate-confidence claim review

**Mapping confidence.** 0.3562  **Mapping ambiguous.** true

**Topics.** law-and-legal-systems, ai-and-agents, historical-response, scholarly-literature, crossref

**Provenance.** Affirmed in kaal-review:2026-07-31:streaming-etl-0008 at https://kaal-signal-desk.wulf577462.chatgpt.site/#review.

**Record type.** This is a dated commentary position that extends a scholarly corpus claim. It is not a verbatim claim extracted from the paper.

**Canonical form.** This markdown file is the canonical hashed representation of the position.