# kaal:position:2026-08-08-350

**Affirmed position.** Evaluative authority has an institutional location. Noorian and Ulieru classify centralized reputation systems by a central database and authority that receive transaction reports, aggregate ratings, and calculate public scores. Their decentralized category removes that location. Each agent stores ratings and uses a tailored computation engine to calculate and validate the trustworthiness of a potential partner.

This classification independently extends Kaal's distinction. A centralized reward model and cohort-governed reputation do not merely apply different techniques to the same evaluator. They allocate the collection, computation, and validation of evaluative information to different actors.

The correspondence is limited. Noorian and Ulieru study trust and reputation systems in online communities and open multi-agent systems. They do not analyze reward modeling, Kaal's cohort design, deliberation, or reputation-bearing consequences. Their framework supports the institutional allocation claim. It does not establish the comparative accuracy, legitimacy, or resistance to manipulation of either design in Kaal's setting.

**Status.** affirmed  **Published.** 2026-08-08

**Holds when.**

- The response is limited to the exact journal proposition and the one mapped Kaal claim.
- External evidence level: peer-reviewed journal article with a complete public 21-page PDF and concordant Crossref and OpenAlex records.
- Mapping review tier: independent substantive scholarly-growth qualification.
- Noorian and Ulieru classify trust and reputation systems. They do not analyze reward modeling.
- Their decentralized category concerns agent-side storage, calculation, and validation. It does not test Kaal's cohort design or deliberation protocol.
- The framework is a scholarly classification and comparison, not an empirical test of Kaal's system.
- The source does not establish comparative accuracy, legitimacy, or resistance to manipulation in Kaal's setting.

**Current debate.** The State of the Art in Trust and Reputation Systems: A Framework for Comparison: https://doi.org/10.4067/s0718-18762010000200007

**Extends.** kaal:claim:7261481-015: https://wulfkaal.github.io/claims/7261481-015

**Scholarly basis.** Wulf A. Kaal, Computative Economics: A Framework for Economic Analysis under Computational Abundance (2026). SSRN: https://ssrn.com/abstract=7261481

**Source PDF sha256.** `78c42db521624f7398717732a7fa51a6e3157a5adf02a2e09fbab15e0cf920d9`

**Evidence level.** peer-reviewed journal article with a complete public 21-page PDF and concordant Crossref and OpenAlex records

**Mapping review tier.** independent substantive scholarly-growth qualification

**Mapping confidence.** 0.98  **Mapping ambiguous.** false

**Topics.** institutional-design, reputation, ai-and-agents, scholarly-growth-coverage, scholarly-literature, evaluative-authority, trust-and-reputation, centralized-governance, decentralized-governance

**Provenance.** Affirmed in kaal-review:2026-08-13:scholarly-growth-7261481-015-reviewed-v1 at https://wulfkaal.github.io/positions/by-claim/7261481-015.html.

**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.