# kaal:position:2026-07-31-7711

**Affirmed position.** What should the agent know?: the challenge of capturing human knowledge presents the following source proposition: They give little (if any) information on the process used to construct the models. This proposition is pertinent to Kaal's source-bound claim that Microdemocratic vote allocation improves outcome quality because a voter's proportional allocation of votes to an issue is itself evidence of that voter's higher knowledge of the issue, and voters are unlikely to give top priority to issues they know little about. 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: 0.4341.
- The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

**Current debate.** What should the agent know?: the challenge of capturing human knowledge: https://doi.org/10.65109/awde5642

**Extends.** kaal:claim:3709041-018: https://wulfkaal.github.io/claims/3709041-018

**Scholarly basis.** Kaal, Blockchain Technology for Good (2020). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3709041

**Source PDF sha256.** `5216a7bca45a48e3bef11ec524936e66af737c0fd66271e9f6866dc20a4482cc`

**Evidence level.** abstract indexed

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

**Mapping confidence.** 0.4341  **Mapping ambiguous.** true

**Topics.** citation-and-knowledge, governance-design, historical-response, scholarly-literature, crossref

**Provenance.** Affirmed in kaal-review:2026-07-31:streaming-etl-0010 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.