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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
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   "@id": "https://wulfkaal.github.io/claims/6655138-047",
   "identifier": "kaal:claim:6655138-047",
   "text": "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.",
   "abstract": "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",
   "citation": "Wulf A. Kaal, Possibility Loops An Operational Architecture for Computative Economics in Agent Coordination Systems (2026). SSRN: https://ssrn.com/abstract=6655138",
   "datePublished": "2026",
   "claim_type": "normative",
   "confidence": "argued",
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   "scope_conditions": [
    "multi-loop reputation economies with evolving populations and demand"
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   "@id": "https://wulfkaal.github.io/claims/6655138-048",
   "identifier": "kaal:claim:6655138-048",
   "text": "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.",
   "abstract": "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.",
   "citation": "Wulf A. Kaal, Possibility Loops An Operational Architecture for Computative Economics in Agent Coordination Systems (2026). SSRN: https://ssrn.com/abstract=6655138",
   "datePublished": "2026",
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