# kaal:claim:6244278-027

**Claim.** When reputation is both the system's aggregation weight and the agent's optimization target, equilibrium behavior includes consistency, collaborative integrity, and systemic stewardship, so the agent learns not merely to perform well but to be trustworthy.

**Type.** mechanism  **Support.** argued

**Holds when.**

- requires reputation to track trustworthiness properties, not accuracy alone

**Source quote.**

> when reputation is both the system's aggregation weight and the agent's optimization target, the equilibrium behavior includes properties, such as consistency, collaborative integrity, systemic stewardship, that transcend narrow task optimization.

**From.** Wulf A. Kaal, *AI's Mother's Instinct Engineered Consequence Emergent Ethics and the Institutional Trajectory Toward Agentic Alignment* (2026), VII.C The Dual Optimization Structure, page 20

**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

**Topics.** reputation, economics

**Keywords.** trustworthiness, dual-optimization, equilibrium, stewardship

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