# kaal:claim:6244278-025

**Claim.** Institutional alignment resists gaming because the mechanisms that produce alignment are identical to the mechanisms that produce economic success: an agent cannot game its way to high reputation without actually performing competently and honestly.

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

**Holds when.**

- requires that competence and honesty be the sole criteria by which reputation is earned

**Source quote.**

> An agent cannot "game" its way to high reputation without actually performing competently and honestly, because competence and honesty are the criteria by which reputation is earned.

**From.** Wulf A. Kaal, *AI's Mother's Instinct Engineered Consequence Emergent Ethics and the Institutional Trajectory Toward Agentic Alignment* (2026), VI.F The Alignment Superiority Thesis, page 16

**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.** regulatory-failure, research-methods, reputation, ai-and-agents, institutional-design

**Keywords.** gaming-resistance, robustness, reputation-systems, institutional-alignment

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