{
 "@context": "https://schema.org",
 "@type": "DefinedTerm",
 "@id": "https://wulfkaal.github.io/entities/distribution",
 "identifier": "kaal:entity:distribution",
 "name": "Distribution",
 "termCode": "distribution",
 "inDefinedTermSet": {
  "@id": "https://wulfkaal.github.io/entities/index.json"
 },
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
 },
 "dateModified": "2026-07-29",
 "canonicalForm": "https://wulfkaal.github.io/entities/distribution.md",
 "sha256": "66fc39e7d001063a8b0e771597f43f113ba69b45d26896e40486e354e66d3449",
 "additionalProperty": [
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   "value": "derived"
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  {
   "@type": "PropertyValue",
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   "value": 3
  },
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   "value": 3
  },
  {
   "@type": "PropertyValue",
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   "value": [
    "2016",
    "2026"
   ]
  },
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  }
 ],
 "subjectOf": [
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/2811729-013",
   "identifier": "kaal:claim:2811729-013",
   "text": "Because unconstrained mutual funds comply with the Company Act, they may be marketed and sold to all classes of retail investors, including those with limited or even no experience investing in securities.",
   "abstract": "Compliance with the Company Act means that UMFs may be marketed and sold to all classes of retail investors, including retail investors who have limited, or even no, experience investing in securities.",
   "citation": "Wulf A. Kaal, Unconstrained Mutual Funds and Retail Investor Protection (2016). SSRN: https://ssrn.com/abstract=2811729",
   "datePublished": "2016",
   "claim_type": "condition",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "funds registered and compliant under the Investment Company Act"
   ],
   "source_pdf_sha256": "0877b0a076f2614559cb0b1a736f73401cecbee7cfe014da6e36709208e92a74",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6421319-034",
   "identifier": "kaal:claim:6421319-034",
   "text": "AI driven abundance generates enormous aggregate surplus, but the surplus accrues disproportionately to owners of AI capital, including compute infrastructure, proprietary models, training data, and the organizational capacity to deploy them.",
   "abstract": "The dilemma is structural: AI-driven abundance generates enormous aggregate surplus, but the surplus accrues disproportionately to owners of AI capital, including compute infrastructure, proprietary models, training data, and the organizational capacity to deploy them.",
   "citation": "Wulf A. Kaal, The Collapse of Scarcity Economics (2026). SSRN: https://ssrn.com/abstract=6421319",
   "datePublished": "2026",
   "claim_type": "empirical",
   "confidence": "evidenced",
   "is_failure_mode": true,
   "scope_conditions": [
    "supported by IMF findings that higher capital returns may increase wealth inequality"
   ],
   "source_pdf_sha256": "0f4f68e56ee48bb8b2d73d3ab7fd96fa572e76c195694ffa740360704c1b172d",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6607458-028",
   "identifier": "kaal:claim:6607458-028",
   "text": "Distribution of economic outcomes under the computative primitive follows the distribution of access to computational infrastructure rather than labor or capital scarcity, because cognitive labor scarcity dissolves where production is computationally substitutable while capital scarcity reconstitutes around compute.",
   "abstract": "Under the computative primitive, cognitive labor scarcity dissolves across the domain where cognitive production is computationally substitutable, and capital scarcity reconstitutes around computational infrastructure.",
   "citation": "Wulf A. Kaal, Computative Economics A Framework for Economic Analysis under Computational Abundance (2026). SSRN: https://ssrn.com/abstract=6607458",
   "datePublished": "2026",
   "claim_type": "mechanism",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "positive claim about the primary distributional axis, not a normative claim"
   ],
   "source_pdf_sha256": "75cca35350378eb8904866d068b5d2f3e1504629e6031457ce6c12152a88e3e8",
   "status": "current"
  }
 ],
 "description": "3 claims in the published works of Wulf A. Kaal carry the concept tag 'distribution'. Derived node: a roster, not an adjudicated definition."
}