{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-4712",
 "identifier": "kaal:position:2026-07-31-4712",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 0076Fc095Afacc1F78A8",
 "text": "AgentSkiller: Scaling Generalist Agent Intelligence through Semantically Integrated Cross-Domain Data Synthesis should be assessed against Kaal's source-bound claim that A blockchain based offering routed through a single broker produces a specific cluster of risks, including limited price discovery, no market making and therefore less liquidity, constrained short selling, impaired best execution, and no print to a tape or national exchange. The current metadata indicates a plausible connection through model context protocol, 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": [
  "defi",
  "economics"
 ],
 "scope_conditions": [
  "offering structures with only one authorized broker-dealer",
  "single non-scalable ATS",
  "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": "AgentSkiller: Scaling Generalist Agent Intelligence through Semantically Integrated Cross-Domain Data Synthesis",
  "url": "https://www.semanticscholar.org/paper/fa0cd09259fa86d897312c3e1cce6db6382f8313"
 },
 "extends": {
  "identifier": "kaal:claim:3411110-019",
  "url": "https://wulfkaal.github.io/claims/3411110-019",
  "citation": "Wulf A. Kaal, Samuel Evans, Blockchain-Based Securities Offerings (2019). SSRN: https://ssrn.com/abstract=3411110",
  "paper": "Samuel Evans, Blockchain-Based Securities Offerings",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2019",
  "ssrn": "https://ssrn.com/abstract=3411110",
  "source_pdf_sha256": "c7626eeb7642045b79f8745df1f7232a8fe8bc44a1f7e87b592850e35b392b50"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3411110-019"
  },
  {
   "@type": "CreativeWork",
   "name": "AgentSkiller: Scaling Generalist Agent Intelligence through Semantically Integrated Cross-Domain Data Synthesis",
   "url": "https://www.semanticscholar.org/paper/fa0cd09259fa86d897312c3e1cce6db6382f8313"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0019",
 "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": {
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 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-4712",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-4712.md",
 "candidateId": "kaal:response-candidate:2026-07-31:a402143c22555aa7",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2155,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: through, constrained, execution, produces, results. Scope: offering structures with only one authorized broker-dealer; single non-scalable ATS.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "model context protocol",
  "queryId": "concept:9c5da690faad",
  "page": 1,
  "sourceRank": 989,
  "retrievedAt": "2026-07-31T13:58:04.059Z",
  "citationCount": 3,
  "venue": "arXiv.org",
  "publicationTypes": [
   "JournalArticle"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "2f09016ab78a2eeed0d8950e810930c1a92cc6130370f10ed168ee3f0829afe5"
}