# kaal:position:2026-07-31-7202

**Affirmed position.** From Responsibility to Safety: AI Governance in the EU's General-Purpose AI Code of Practice presents the following source proposition: As part of the AI Act implementation, the European Commission has introduced the GeneralPurpose AI Code of Practice (the “Code”), a supplement to the Act meant to outline how compliance can be achieved for providers of “general-purpose” AI models. This proposition is pertinent to Kaal's source-bound claim that Generic industry advice on building an effective compliance program cannot work in practice because it is written to apply to many firms at once while no two companies are sufficiently alike for general guidance to be effective. 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: 0.3701.
- The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

**Current debate.** From Responsibility to Safety: AI Governance in the EU's General-Purpose AI Code of Practice: https://doi.org/10.2139/ssrn.6721368

**Extends.** kaal:claim:2486570-027: https://wulfkaal.github.io/claims/2486570-027

**Scholarly basis.** Wulf A. Kaal, Timothy Lacine, The Effect of Deferred and Non-Prosecution Agreements on Corporate Governance Evidence from 1993-20 (2014). SSRN: https://ssrn.com/abstract=2486570

**Source PDF sha256.** `8c3981c9a55d8a3fe59a01660584eebc3feb3fb9109ca65344095bebe4ae49a4`

**Evidence level.** abstract indexed

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

**Mapping confidence.** 0.3701  **Mapping ambiguous.** true

**Topics.** compliance, 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.