{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-1022",
 "identifier": "kaal:position:2026-07-31-1022",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical Dfc776C86E4854598947",
 "text": "China's algorithmic regulations: Public-facing communication is needed should be assessed against Kaal's source-bound claim that Algorithmic collusion, the convergence of independently optimizing agents on jointly welfare-reducing strategies without explicit communication, is a first-order regulatory concern in markets populated by computative agents and its incidence is likely to expand as those agents enter more market domains. The current metadata indicates a plausible connection through algorithmic 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": [
  "reputation"
 ],
 "scope_conditions": [
  "applies to markets populated by computative agents",
  "External evidence level: metadata only.",
  "Mapping review tier: moderate-confidence claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
 "currentDebate": {
  "name": "China's algorithmic regulations: Public-facing communication is needed",
  "url": "https://www.semanticscholar.org/paper/1d23cd9ffff25f2f6845d50187988b8347c97f2e"
 },
 "extends": {
  "identifier": "kaal:claim:6607458-025",
  "url": "https://wulfkaal.github.io/claims/6607458-025",
  "citation": "Wulf A. Kaal, Computative Economics A Framework for Economic Analysis under Computational Abundance (2026). SSRN: https://ssrn.com/abstract=6607458",
  "paper": "Computative Economics A Framework for Economic Analysis under Computational Abundance",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2026",
  "ssrn": "https://ssrn.com/abstract=6607458",
  "source_pdf_sha256": "75cca35350378eb8904866d068b5d2f3e1504629e6031457ce6c12152a88e3e8"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/6607458-025"
  },
  {
   "@type": "CreativeWork",
   "name": "China's algorithmic regulations: Public-facing communication is needed",
   "url": "https://www.semanticscholar.org/paper/1d23cd9ffff25f2f6845d50187988b8347c97f2e"
  }
 ],
 "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/2026-07-31-1022",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-1022.md",
 "candidateId": "kaal:response-candidate:2026-07-31:3cfb99b0afa52f41",
 "evidenceLevel": "metadata only",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3695,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: algorithmic, communication. Scope: applies to markets populated by computative agents.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "algorithmic regulation",
  "queryId": "concept:dda0987aa1ad",
  "page": 1,
  "sourceRank": 28,
  "retrievedAt": "2026-07-31T13:58:30.108Z",
  "citationCount": 2,
  "venue": "Health Policy and Technology",
  "publicationTypes": []
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "aa0a8de948141b411148535ec05215b951657e63b7f254796edd60b860cc4a5f"
}