{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-5282",
 "identifier": "kaal:position:2026-07-31-5282",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 11Cded9890Ce5921Fe4C",
 "text": "MPAC: A Multi-Principal Agent Coordination Protocol for Interoperable Multi-Agent Collaboration should be assessed against Kaal's source-bound claim that Operational risk is inherently high in custody services because of the high volume of transactions processed daily, and those risks are magnified in a global custody operation running around the clock across different markets. 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": [
  "risk-and-incentives",
  "defi"
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 "scope_conditions": [
  "custody services generally, and global custody in particular",
  "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": "MPAC: A Multi-Principal Agent Coordination Protocol for Interoperable Multi-Agent Collaboration",
  "url": "https://www.semanticscholar.org/paper/a55f2e36f5ae86fafef42e7e0ab3b0308d1b921e"
 },
 "extends": {
  "identifier": "kaal:claim:3936876-027",
  "url": "https://wulfkaal.github.io/claims/3936876-027",
  "citation": "Wulf A. Kaal, Hayley Howe, Custody of Digital Assets (2021). SSRN: https://ssrn.com/abstract=3936876",
  "paper": "Hayley Howe, Custody of Digital Assets",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3936876",
  "source_pdf_sha256": "9bc0903d01910460298e754c451f027df4324367359800a98ee8e638d94aff55"
 },
 "isBasedOn": [
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   "@id": "https://wulfkaal.github.io/claims/3936876-027"
  },
  {
   "@type": "CreativeWork",
   "name": "MPAC: A Multi-Principal Agent Coordination Protocol for Interoperable Multi-Agent Collaboration",
   "url": "https://www.semanticscholar.org/paper/a55f2e36f5ae86fafef42e7e0ab3b0308d1b921e"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0022",
 "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/2026-07-31-5282",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-5282.md",
 "candidateId": "kaal:response-candidate:2026-07-31:23a84af03685f816",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2086,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: different, across, operation, clock. Scope: custody services generally, and global custody in particular.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "model context protocol",
  "queryId": "concept:9c5da690faad",
  "page": 1,
  "sourceRank": 631,
  "retrievedAt": "2026-07-31T13:58:04.059Z",
  "citationCount": 1,
  "venue": "arXiv.org",
  "publicationTypes": [
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   "Review"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "0dbcfa90a86d9b78d1c1a7e0759ca78bbe86958fb477abcc0ac1cef90235e570"
}