{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/claims/5886442-018",
 "identifier": "kaal:claim:5886442-018",
 "text": "The premise of asymmetric information is architecturally invalidated in the AI-to-AI economy because every inference, parameter update, decision trace and model weight is by design cryptographically attested, version controlled and auditable in real time across federated networks.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
 },
 "citation": "Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory (2025). SSRN: https://ssrn.com/abstract=5886442",
 "isBasedOn": {
  "@type": "ScholarlyArticle",
  "name": "The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory",
  "datePublished": "2025",
  "url": "https://ssrn.com/abstract=5886442",
  "sha256": "d2f6edebc562152f6ea706cc3ad944f7a1b81979931571e54cb782849839dfce",
  "encoding": "https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202025%20-%20The%20AI-to-AI%20Economy%20and%20the%20Collapse%20of%20Anthropocentric%20Economic%20Theory.pdf"
 },
 "keywords": [
  "disclosure",
  "compliance",
  "consensus-and-security",
  "citation-and-knowledge"
 ],
 "about": [
  "information-asymmetry",
  "auditability",
  "cryptographic-attestation",
  "transparency"
 ],
 "abstract": "In the AI2AI economy, this foundational premise is architecturally invalidated. Every inference, every parameter update, every decision trace, and every model weight in an autonomous agent is, by design, cryptographically attested, version-controlled, and auditable in real time",
 "additionalProperty": [
  {
   "@type": "PropertyValue",
   "name": "claim_type",
   "value": "mechanism"
  },
  {
   "@type": "PropertyValue",
   "name": "confidence",
   "value": "argued"
  },
  {
   "@type": "PropertyValue",
   "name": "scope_conditions",
   "value": [
    "assumes agents operate on attested, federated or otherwise verifiable substrates"
   ]
  },
  {
   "@type": "PropertyValue",
   "name": "is_failure_mode",
   "value": false
  },
  {
   "@type": "PropertyValue",
   "name": "attestations",
   "value": "https://wulfkaal.github.io/colloquium/attestations/ae99be1bb8989a03e276bd51b3b8bfa7ae4e78f73dc1d01062fceaa71bbb75e3.json"
  },
  {
   "@type": "PropertyValue",
   "name": "edges",
   "value": [
    {
     "rel": "extended_by",
     "to": "https://wulfkaal.github.io/claims/6421319-019",
     "to_id": "kaal:claim:6421319-019",
     "similarity": 0.763
    }
   ]
  }
 ],
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/claims/index.json"
 },
 "dateModified": "2026-07-27",
 "version": "1.0",
 "sha256": "ae99be1bb8989a03e276bd51b3b8bfa7ae4e78f73dc1d01062fceaa71bbb75e3",
 "canonicalForm": "https://wulfkaal.github.io/claims/5886442-018.md"
}