# kaal:claim:6244278-010

**Claim.** Skill-specific reputation implemented through multi-token standards enables granular tracking across domains and solves the dimensionality problem that plagues unitary reputation scores.

**Type.** design  **Support.** argued

**Holds when.**

- requires multi-token standards supporting domain sub-tokens

**Source quote.**

> Skill specificity through multi-token standards enables granular reputation tracking across domains, solving the dimensionality problem that plagues unitary reputation scores.

**From.** Wulf A. Kaal, *AI's Mother's Instinct Engineered Consequence Emergent Ethics and the Institutional Trajectory Toward Agentic Alignment* (2026), IV.A Reputation as Core Currency, page 8

**Cite as.** Wulf A. Kaal, AI's Mother's Instinct Engineered Consequence Emergent Ethics and the Institutional Trajectory Toward Agentic Alignment (2026). SSRN: https://ssrn.com/abstract=6244278

**Verify.** sha256 of source PDF `53533cdcc081184e7a376516ad4fece0a64ce49f6c8931b6a2c2e98ed914a84b` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202026%20-%20AI%27s%20Mother%27s%20Instinct%20Engineered%20Consequence%20Emergent%20Ethics%20and%20the%20Institutional%20Trajectory%20Toward%20Agentic%20Alignment.pdf

**Failure mode.** unitary reputation score dimensionality failure  (family: measurement-and-metric-failure)

**Topics.** reputation, tokenomics

**Keywords.** reputation-systems, skill-specificity, multi-token-standards, dimensionality

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