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 "identifier": "kaal:position:2026-07-31-1131",
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 "name": "Historical 5Bf11B97F9Ef133F189E",
 "text": "Comparing the definitions of data and information in data protection law and machine learning: A useful way forward for algorithmic regulation should be assessed against Kaal's source-bound claim that Proposed Rule 18f-4 would be highly limited in mitigating liquidity and other risks in an unconstrained mutual fund portfolio, because material leverage, counterparty, and liquidity risks in such a fund can arise from investments in a range of non-derivative instruments that the rule does not reach. 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": {
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
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  "dynamic-regulation",
  "securities-law"
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  "proposed Company Act Rule 18f-4 as proposed in December 2015",
  "unconstrained mutual funds with broad investment authority",
  "External evidence level: metadata only.",
  "Mapping review tier: moderate-confidence claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
 "currentDebate": {
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  "url": "https://www.semanticscholar.org/paper/301b55128eb91495d96f145d38074313a8e25c98"
 },
 "extends": {
  "identifier": "kaal:claim:2811729-015",
  "url": "https://wulfkaal.github.io/claims/2811729-015",
  "citation": "Wulf A. Kaal, Unconstrained Mutual Funds and Retail Investor Protection (2016). SSRN: https://ssrn.com/abstract=2811729",
  "paper": "Unconstrained Mutual Funds and Retail Investor Protection",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2016",
  "ssrn": "https://ssrn.com/abstract=2811729",
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 ],
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 "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.",
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 "candidateId": "kaal:response-candidate:2026-07-31:a347be93816b3ead",
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 "reviewTier": "moderate-confidence claim review",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: protection, law, regulation. Scope: proposed Company Act Rule 18f-4 as proposed in December 2015; unconstrained mutual funds with broad investment authority.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "algorithmic regulation",
  "queryId": "concept:dda0987aa1ad",
  "page": 1,
  "sourceRank": 51,
  "retrievedAt": "2026-07-31T13:58:30.108Z",
  "citationCount": 0,
  "venue": null,
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 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
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