# kaal:position:2026-07-31-7290

**Affirmed position.** AI Disclosure Without Protection: A Governance Gap in Scholarly Peer Review presents the following source proposition: These policies rarely tell reviewers how to interpret that disclosure. This proposition is pertinent to Kaal's source-bound claim that The broad investment authority of unconstrained mutual fund managers exposes retail investors to fluid trading and investing patterns that the average retail investor is unlikely to sufficiently appreciate, regardless of the nature and quantum of disclosure, so additional disclosure cannot close the gap. 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: 0.4326.
- The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

**Current debate.** AI Disclosure Without Protection: A Governance Gap in Scholarly Peer Review: https://doi.org/10.21203/rs.3.rs-9581778/v1

**Extends.** kaal:claim:2811729-031: https://wulfkaal.github.io/claims/2811729-031

**Scholarly basis.** Wulf A. Kaal, Unconstrained Mutual Funds and Retail Investor Protection (2016). SSRN: https://ssrn.com/abstract=2811729

**Source PDF sha256.** `0877b0a076f2614559cb0b1a736f73401cecbee7cfe014da6e36709208e92a74`

**Evidence level.** abstract indexed

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

**Mapping confidence.** 0.4326  **Mapping ambiguous.** true

**Topics.** disclosure, 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.