{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-2871",
 "identifier": "kaal:position:2026-07-31-2871",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical A5Ad9C80D9557A0A2407",
 "text": "Panopticon Reborn: Social Credit as Regulation for the Age of AI should be assessed against Kaal's source-bound claim that Because directors contractually agree to increase compliance through an open door policy for the government, CIAs substantially raise the liability risk for companies whose directors did not act in accordance with their fiduciary responsibilities. 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": [
  "compliance",
  "corporate-governance",
  "law-and-legal-systems",
  "risk-and-incentives"
 ],
 "scope_conditions": [
  "a CIA has been executed",
  "directors granted the government access, including site visits",
  "External evidence level: abstract indexed.",
  "Mapping review tier: ambiguity triage before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
 "currentDebate": {
  "name": "Panopticon Reborn: Social Credit as Regulation for the Age of AI",
  "url": "https://www.semanticscholar.org/paper/a6daf2ed6969f4a8c7c894f18692e40c9c822764"
 },
 "extends": {
  "identifier": "kaal:claim:2317580-005",
  "url": "https://wulfkaal.github.io/claims/2317580-005",
  "citation": "Wulf A. Kaal, Elizabeth R. Malay, The Role of Corporate Integrity Agreements in the Expansion of Fiduciary Duties (2013). SSRN: https://ssrn.com/abstract=2317580",
  "paper": "Elizabeth R. Malay, The Role of Corporate Integrity Agreements in the Expansion of Fiduciary Duties",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2013",
  "ssrn": "https://ssrn.com/abstract=2317580",
  "source_pdf_sha256": "50973e1e820aef47a4e7ffdbdcb513d03f1845643fcf4fa5910e9528a0b7dac2"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2317580-005"
  },
  {
   "@type": "CreativeWork",
   "name": "Panopticon Reborn: Social Credit as Regulation for the Age of AI",
   "url": "https://www.semanticscholar.org/paper/a6daf2ed6969f4a8c7c894f18692e40c9c822764"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0012",
 "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/2026-07-31-2871",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-2871.md",
 "candidateId": "kaal:response-candidate:2026-07-31:57f2c7d4f3b01a5d",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2377,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: policy, agree, government, compliance, law, corporate, not. Scope: a CIA has been executed; directors granted the government access, including site visits.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "algorithmic regulation",
  "queryId": "concept:dda0987aa1ad",
  "page": 1,
  "sourceRank": 172,
  "retrievedAt": "2026-07-31T13:58:30.108Z",
  "citationCount": 3,
  "venue": null,
  "publicationTypes": []
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "c4abbacea315c9cbfe5a029d1331d6f702160437c9363788434a8d5a41ee5254"
}