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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai Driven Autonomous Vehicles And Legal Liability Redefining Accountabil 245C700F07",
 "text": "Ai-Driven Autonomous Vehicles And Legal Liability: Redefining Accountability In Human-Ai Collaborative Systems presents the following source proposition: AI-powered autonomous vehicles (AVs) have led to discussions about who is responsible and answerable for problems that arise in human-AI collaborations. This proposition is pertinent to Kaal's source-bound claim that Accountability is a structural concern in DeFi: without a central entity it can become unclear who is responsible for wrongdoing, and when problems arise no central party can freeze transactions, fix problems, or restore normal operations. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "author": {
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "dateModified": "2026-07-31",
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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3833.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "Ai-Driven Autonomous Vehicles And Legal Liability: Redefining Accountability In Human-Ai Collaborative Systems",
  "url": "https://doi.org/10.64252/3ffewb32"
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  "url": "https://wulfkaal.github.io/claims/3606663-033",
  "citation": "Kaal, Digital Asset Market Evolution (2020). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3606663",
  "paper": "Kaal, Digital Asset Market Evolution",
  "authors": [
   "Wulf A. Kaal"
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  "ssrn": null,
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 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: accountability, responsible, problems, arise. Scope: fully decentralized finance systems without a central operator.",
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  "workAuthors": [
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