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 "@type": "DefinedTerm",
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 "identifier": "kaal:entity:poorly-defined-work",
 "name": "Poorly defined work",
 "termCode": "poorly-defined-work",
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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/6244278-005",
   "identifier": "kaal:claim:6244278-005",
   "text": "AI systems can generate an abundance of credible options and analyses but lack intrinsic mechanisms for determining which alternatives are genuinely meaningful, warrant irreversible commitment, or align with deeper strategic imperatives.",
   "abstract": "Yet, they lack intrinsic mechanisms to determine which alternatives are genuinely meaningful, warrant irreversible commitment, or align with deeper strategic imperatives.",
   "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": "failure",
   "confidence": "argued",
   "is_failure_mode": true,
   "scope_conditions": [
    "applies to poorly defined domains demanding judgment under true uncertainty"
   ],
   "source_pdf_sha256": "53533cdcc081184e7a376516ad4fece0a64ce49f6c8931b6a2c2e98ed914a84b",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6244278-007",
   "identifier": "kaal:claim:6244278-007",
   "text": "In genuinely poorly defined contexts, where the task includes choosing what merits attention and committing resources under irreducible uncertainty, no scaffold can be pre-specified without collapsing the problem into a defined one; prompting therefore cannot close the judgment gap.",
   "abstract": "no equivalent scaffold can be pre-specified without collapsing the problem into a defined one.",
   "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": "failure",
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   "scope_conditions": [
    "task itself includes selecting what merits attention and living with irreversible consequences"
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 "description": "2 claims in the published works of Wulf A. Kaal carry the concept tag 'poorly-defined-work'. Derived node: a roster, not an adjudicated definition."
}