# kaal:claim:6655138-047

**Claim.** Generation parity is a parameter requiring ongoing governance attention rather than a one-time boundary specification, because the optimal triple ratio depends on the agent population's composition and on demand-side dynamics, both of which evolve.

**Type.** normative  **Support.** argued

**Holds when.**

- multi-loop reputation economies with evolving populations and demand

**Source quote.**

> it constitutes a parameter that requires ongoing governance attention rather than a one-time boundary specification: the optimal triple ratio depends on the agent population's composition and on demand-side dynamics, both of which evolve

**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

**Topics.** governance-design

**Keywords.** generation-parity, dynamic-governance, parameter-tuning, demand-dynamics

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