{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/claims/3002908-038",
 "identifier": "kaal:claim:3002908-038",
 "text": "The Numerai model reduces overhead costs because there is no cost of human capital, and it eliminates barriers to entry because participating users need neither capital nor any special finance or data knowledge.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
 },
 "citation": "Wulf A. Kaal, Marco Dell'Erba, Blockchain Innovation in Private Investment Funds - A Comparative Analysis of the United States and (2017). SSRN: https://ssrn.com/abstract=3002908",
 "isBasedOn": {
  "@type": "ScholarlyArticle",
  "name": "Blockchain Innovation in Private Investment Funds - A Comparative Analysis of the United States and",
  "datePublished": "2017",
  "url": "https://ssrn.com/abstract=3002908",
  "sha256": "06a7b61e75f905ee07e422e875d83a65c5033a248a6e05a213523b034e5db534",
  "encoding": "https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20and%20Dell%27Erba%20-%202017%20-%20Blockchain%20Innovation%20in%20Private%20Investment%20Funds%20-%20A%20Comparative%20Analysis%20of%20the%20United%20States%20and.pdf"
 },
 "keywords": [
  "ai-and-agents",
  "risk-and-incentives"
 ],
 "about": [
  "numerai",
  "artificial-intelligence",
  "barriers-to-entry",
  "crowdsourcing"
 ],
 "abstract": "reducing overhead costs because there is no cost of human capital.135 In addition, Numerai eliminates barriers to entry because users do not need capital or any special finance or data knowledge.",
 "additionalProperty": [
  {
   "@type": "PropertyValue",
   "name": "claim_type",
   "value": "mechanism"
  },
  {
   "@type": "PropertyValue",
   "name": "confidence",
   "value": "evidenced"
  },
  {
   "@type": "PropertyValue",
   "name": "scope_conditions",
   "value": [
    "applies to the Numerai crowdsourced data science model running on the Ethereum blockchain"
   ]
  },
  {
   "@type": "PropertyValue",
   "name": "is_failure_mode",
   "value": false
  },
  {
   "@type": "PropertyValue",
   "name": "attestations",
   "value": "https://wulfkaal.github.io/colloquium/attestations/b2afb385c52836829096a3a127b55809b23da60373f7add8ab4d398f142d3f59.json"
  },
  {
   "@type": "PropertyValue",
   "name": "edges",
   "value": [
    {
     "rel": "extends",
     "to": "https://wulfkaal.github.io/claims/2959730-025",
     "to_id": "kaal:claim:2959730-025",
     "similarity": 0.729
    },
    {
     "rel": "extended_by",
     "to": "https://wulfkaal.github.io/claims/3409548-008",
     "to_id": "kaal:claim:3409548-008",
     "similarity": 0.4
    }
   ]
  }
 ],
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/claims/index.json"
 },
 "dateModified": "2026-07-27",
 "version": "1.0",
 "sha256": "b2afb385c52836829096a3a127b55809b23da60373f7add8ab4d398f142d3f59",
 "canonicalForm": "https://wulfkaal.github.io/claims/3002908-038.md"
}