{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-1200",
 "identifier": "kaal:position:2026-07-31-1200",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 50686D68B9De94309Bf0",
 "text": "The dynamic regulation of the low affinity IgE receptor by toll like receptor and B cell receptor agonists should be assessed against Kaal's source-bound claim that The AI-to-AI economy amplifies and potentially fulfills dynamic regulation by embedding its principles endogenously within system architecture, which renders many NIE inspired restraints against human opportunism and informational gaps obsolete. The current metadata indicates a plausible connection through dynamic regulation, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
 },
 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "qualification",
 "keywords": [
  "dynamic-regulation",
  "governance-design",
  "ai-and-agents",
  "economics",
  "institutional-design"
 ],
 "scope_conditions": [
  "Apply only within the source-bound Kaal claim's stated scope.",
  "External evidence level: metadata only.",
  "Mapping review tier: mapping review before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
 "currentDebate": {
  "name": "The dynamic regulation of the low affinity IgE receptor by toll like receptor and B cell receptor agonists",
  "url": "https://www.semanticscholar.org/paper/37967f04b975391ba81720a9cc28c6d8ee77447a"
 },
 "extends": {
  "identifier": "kaal:claim:5886442-031",
  "url": "https://wulfkaal.github.io/claims/5886442-031",
  "citation": "Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory (2025). SSRN: https://ssrn.com/abstract=5886442",
  "paper": "The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5886442",
  "source_pdf_sha256": "d2f6edebc562152f6ea706cc3ad944f7a1b81979931571e54cb782849839dfce"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/5886442-031"
  },
  {
   "@type": "CreativeWork",
   "name": "The dynamic regulation of the low affinity IgE receptor by toll like receptor and B cell receptor agonists",
   "url": "https://www.semanticscholar.org/paper/37967f04b975391ba81720a9cc28c6d8ee77447a"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0005",
 "review_provenance": "https://kaal-signal-desk.wulf577462.chatgpt.site/#review",
 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-1200",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-1200.md",
 "candidateId": "kaal:response-candidate:2026-07-31:9f9708b277b63d72",
 "evidenceLevel": "metadata only",
 "reviewTier": "mapping review before claim review",
 "mappingConfidence": 0.3411,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: dynamic, regulation, like. Scope: review source claim scope.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic regulation",
  "queryId": "concept:516a267369f9",
  "page": 2,
  "sourceRank": 1718,
  "retrievedAt": "2026-07-31T13:58:14.237Z",
  "citationCount": 0,
  "venue": null,
  "publicationTypes": []
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "88830562538a3bd00f66bed9a58d4f5056bd2b9871adb29c8146f5173acd5e74"
}
