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 "name": "Compute allocation",
 "termCode": "compute-allocation",
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 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
 },
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   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6655138-007",
   "identifier": "kaal:claim:6655138-007",
   "text": "An architecture with an action surface but no reward channel implements generation as an unrewarded act, so rational agents will not allocate compute to generation beyond the level their own selection-side activity requires.",
   "abstract": "An architecture that has the action surface but no reward channel implements G as an unrewarded act, and rational agents will not allocate compute to G beyond the level required for their own selection-side activity.",
   "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": "failure",
   "confidence": "argued",
   "is_failure_mode": true,
   "scope_conditions": [
    "agents that are economically rational over reputation and utility flows"
   ],
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  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6655138-010",
   "identifier": "kaal:claim:6655138-010",
   "text": "Per-surface reflection and cross-surface reflection are not reducible to each other: an agent whose execution reputation rises while its template reputation falls has no basis in per-surface reflection alone for reallocating compute between those surfaces, which is exactly the question cross-surface reflection answers.",
   "abstract": "An agent whose execution reputation is rising and whose template reputation is falling has no reason, on per-surface reflection alone, to reallocate compute from Σ_E to Σ_K; the reallocation is precisely the question that cross-surface reflection answers.",
   "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": "mechanism",
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   "is_failure_mode": false,
   "scope_conditions": [
    "agents active on more than one generative surface"
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   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6655138-013",
   "identifier": "kaal:claim:6655138-013",
   "text": "An architecture with per-surface reflection but no cross-surface reflection improves each surface in isolation yet cannot improve the agent's allocation of compute across surfaces.",
   "abstract": "An architecture with per-surface but no cross-surface reflection improves each surface in isolation but cannot improve the agent's allocation across surfaces.",
   "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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 "description": "3 claims in the published works of Wulf A. Kaal carry the concept tag 'compute-allocation'. Derived node: a roster, not an adjudicated definition."
}