{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/claims/5095633-040",
 "identifier": "kaal:claim:5095633-040",
 "text": "Solving data bias, computational overhead, stale datasets, privacy constraints, and inequitable compensation cannot be done within any single discipline; it requires concerted interdisciplinary effort across governments, corporations, researchers, and civil society.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
 },
 "citation": "Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633",
 "isBasedOn": {
  "@type": "ScholarlyArticle",
  "name": "Artificial Intelligence The Final Frontier",
  "datePublished": "2025",
  "url": "https://ssrn.com/abstract=5095633",
  "sha256": "cbb484711f89bcefc9fc6a5730a1ed0a3f764d7999ad9b6f7d8ea05634c26c63",
  "encoding": "https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202025%20-%20Artificial%20Intelligence%20The%20Final%20Frontier.pdf"
 },
 "keywords": [
  "governance-design",
  "ai-and-agents"
 ],
 "about": [
  "interdisciplinary-governance",
  "policy",
  "ai-data-governance",
  "collaboration"
 ],
 "abstract": "addressing the challenges outlined herein—data bias, high computational overhead, stagnant or outdated datasets, privacy and security constraints, and inequitable compensation structures—requires concerted, interdisciplinary efforts.",
 "additionalProperty": [
  {
   "@type": "PropertyValue",
   "name": "claim_type",
   "value": "normative"
  },
  {
   "@type": "PropertyValue",
   "name": "confidence",
   "value": "argued"
  },
  {
   "@type": "PropertyValue",
   "name": "scope_conditions",
   "value": []
  },
  {
   "@type": "PropertyValue",
   "name": "is_failure_mode",
   "value": false
  },
  {
   "@type": "PropertyValue",
   "name": "attestations",
   "value": "https://wulfkaal.github.io/colloquium/attestations/cf3adb8482e313d9ae4ed73323483cdc75d67a6f00751253dbf7123c8a5d1e32.json"
  },
  {
   "@type": "PropertyValue",
   "name": "edges",
   "value": []
  }
 ],
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/claims/index.json"
 },
 "dateModified": "2026-07-27",
 "version": "1.0",
 "sha256": "cf3adb8482e313d9ae4ed73323483cdc75d67a6f00751253dbf7123c8a5d1e32",
 "canonicalForm": "https://wulfkaal.github.io/claims/5095633-040.md"
}