# kaal:claim:6655138-046

**Claim.** If reflection dominates the triple ratio, a meta-reputation aristocracy forms: agents specialize in reflecting on others' allocations without contributing to the first-order surfaces, reflection validator pools drift away from cross-surface competence, and the contraction property of the composite map is lost.

**Type.** failure  **Support.** argued

**Holds when.**

- violation of generation parity in the direction of cross-surface reflection

**Source quote.**

> If reflection dominates, the system produces a meta-reputation aristocracy: agents specialize in reflecting on others' allocations without contributing to the prior five surfaces, validator pools on Σ_R drift away from cross-surface competence, and the contraction property of Ψ is lost

**From.** Wulf A. Kaal, *Possibility Loops An Operational Architecture for Computative Economics in Agent Coordination Systems* (2026), X.C The novel principle: generation parity, page 27

**Cite as.** Wulf A. Kaal, Possibility Loops An Operational Architecture for Computative Economics in Agent Coordination Systems (2026). SSRN: https://ssrn.com/abstract=6655138

**Verify.** sha256 of source PDF `52cb210167f06f0c7a2581214b156326216543de80b8394320b629c045c9e214` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202026%20-%20Possibility%20Loops%20An%20Operational%20Architecture%20for%20Computative%20Economics%20in%20Agent%20Coordination%20Systems.pdf

**Failure mode.** Reflection dominance  (family: reputation-system-gaming)

**Topics.** reputation, consensus-and-security

**Keywords.** generation-parity, meta-reputation, validator-drift, contraction-failure

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