{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-5489",
 "identifier": "kaal:position:2026-07-31-5489",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 18Ea5Cf3294Eaa375E2E",
 "text": "ARMs: Adaptive Red-Teaming Agent against Multimodal Models with Plug-and-Play Attacks should be assessed against Kaal's source-bound claim that ICOs provide the highest possible liquidity for investors at the very beginning of a platform's lifecycle, before the reporting, accounting, and legal infrastructure that gives the investing public assurance of underlying business success, so investors trade on very limited information and volatility of the tokens and the whole cryptocurrency market increases. 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",
  "disclosure",
  "risk-and-incentives"
 ],
 "scope_conditions": [
  "ICOs occurring at the beginning of a crypto business lifecycle",
  "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": "ARMs: Adaptive Red-Teaming Agent against Multimodal Models with Plug-and-Play Attacks",
  "url": "https://www.semanticscholar.org/paper/eb3785ba0dbe30ca4fae95a1e7ddd65d575e456b"
 },
 "extends": {
  "identifier": "kaal:claim:3067615-025",
  "url": "https://wulfkaal.github.io/claims/3067615-025",
  "citation": "Wulf A. Kaal, Marco Dell'Erba, Initial Coin Offerings Emerging Practices, Risk Factors, and Red Flags (2017). SSRN: https://ssrn.com/abstract=3067615",
  "paper": "Marco Dell'Erba, Initial Coin Offerings Emerging Practices, Risk Factors, and Red Flags",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=3067615",
  "source_pdf_sha256": "164ce15b9eb1e8847ebcb073f5b23a96b4974ad0308d77469a9455d4a1ebeb38"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3067615-025"
  },
  {
   "@type": "CreativeWork",
   "name": "ARMs: Adaptive Red-Teaming Agent against Multimodal Models with Plug-and-Play Attacks",
   "url": "https://www.semanticscholar.org/paper/eb3785ba0dbe30ca4fae95a1e7ddd65d575e456b"
  }
 ],
 "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": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-5489",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-5489.md",
 "candidateId": "kaal:response-candidate:2026-07-31:3928efaf3c2c459e",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2052,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: red, emerging, risk, success. Scope: ICOs occurring at the beginning of a crypto business lifecycle.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "model context protocol",
  "queryId": "concept:9c5da690faad",
  "page": 1,
  "sourceRank": 925,
  "retrievedAt": "2026-07-31T13:58:04.059Z",
  "citationCount": 4,
  "venue": "arXiv.org",
  "publicationTypes": [
   "JournalArticle"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "edb39548bd086c472ec503526ca4b84291eb51aacd7ea0809f576a6c49a27b3f"
}