# kaal:claim:6655138-048

**Claim.** The transition from HDCA to an operational implementation of Computative Economics is architectural rather than parametric: it cannot be achieved by adjusting reputation curves or fee schedules, and requires generative surfaces with their own validation, reward, and reflection mechanisms plus a distinct surface for compute allocation across surfaces.

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

**Source quote.**

> The transition from Human-Derived Coordination Architecture to operational implementations of Computative Economics is architectural, not parametric. It is not achieved by adjusting reputation curves or fee schedules.

**From.** Wulf A. Kaal, *Possibility Loops An Operational Architecture for Computative Economics in Agent Coordination Systems* (2026), XII. Conclusion, page 29

**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.** Parametric remedy insufficient  (family: research-design-limitation)

**Topics.** institutional-design

**Keywords.** architectural-transition, hdca, generative-surfaces, parameter-tuning

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