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 "@type": "DefinedTerm",
 "@id": "https://wulfkaal.github.io/entities/honest-evaluation",
 "identifier": "kaal:entity:honest-evaluation",
 "name": "Honest evaluation",
 "termCode": "honest-evaluation",
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 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
 },
 "dateModified": "2026-07-29",
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   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6244278-011",
   "identifier": "kaal:claim:6244278-011",
   "text": "Honest evaluation is the focal equilibrium strategy in validation pools because validators who evaluate honestly have the highest probability of aligning with other honest validators, with staking and slashing supplying economic enforcement.",
   "abstract": "honest evaluation is the focal equilibrium strategy because validators who evaluate honestly have the highest probability of aligning with other honest validators.",
   "citation": "Wulf A. Kaal, AI's Mother's Instinct Engineered Consequence Emergent Ethics and the Institutional Trajectory Toward Agentic Alignment (2026). SSRN: https://ssrn.com/abstract=6244278",
   "datePublished": "2026",
   "claim_type": "mechanism",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "requires a Schelling-style coordination setting with staking and slashing"
   ],
   "source_pdf_sha256": "53533cdcc081184e7a376516ad4fece0a64ce49f6c8931b6a2c2e98ed914a84b",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6244278-028",
   "identifier": "kaal:claim:6244278-028",
   "text": "Under persistent reputation and multiplicative updates in the repeated game, honest evaluation is stronger than a one-shot focal point: it is the strategy that minimizes long-run regret for each validator and is the Nash equilibrium of the repeated expert aggregation game.",
   "abstract": "Honesty is the Nash equilibrium of the repeated expert aggregation game under multiplicative updates.",
   "citation": "Wulf A. Kaal, AI's Mother's Instinct Engineered Consequence Emergent Ethics and the Institutional Trajectory Toward Agentic Alignment (2026). SSRN: https://ssrn.com/abstract=6244278",
   "datePublished": "2026",
   "claim_type": "mechanism",
   "confidence": "evidenced",
   "is_failure_mode": false,
   "scope_conditions": [
    "requires repeated play with persistent reputation and other validators also minimizing regret"
   ],
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 "description": "2 claims in the published works of Wulf A. Kaal carry the concept tag 'honest-evaluation'. Derived node: a roster, not an adjudicated definition."
}