# kaal:claim:6655138-022

**Claim.** Reflection reputation must be bounded above as a fraction of total agent reputation, otherwise a meta-reputation aristocracy emerges in which agents specialize entirely in reflecting on others' allocations without contributing to the first-order surfaces.

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

**Holds when.**

- architectures that isolate cross-surface reflection on its own surface

**Source quote.**

> Third, Σ_R reputation REP_R is bounded above as a fraction of total agent reputation by INV5, preventing the emergence of a meta-reputation aristocracy in which agents specialize entirely in reflecting on others' allocations without contributing to the prior five surfaces.

**From.** Wulf A. Kaal, *Possibility Loops An Operational Architecture for Computative Economics in Agent Coordination Systems* (2026), VI.F The cross-surface reflection surface, page 18

**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.** Meta-reputation aristocracy  (family: reputation-system-gaming)

**Topics.** reputation, governance-design

**Keywords.** meta-reputation, reputation-bounds, inv5, governance

**Canonical form.** This markdown file is the canonical hashed representation of the claim. Its sha256 is the content hash used for attestation.