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 "text": "AI risk governance in Islamic digital finance presents the following source proposition: Although AI improves efficiency and financial inclusion, it also introduces risks related to cybersecurity, data governance, institutional readiness and regulatory compliance. This proposition is pertinent to Kaal's source-bound claim that Any prescriptive regulatory regime for hedge funds risks leaving the financial system less stable rather than more stable, because counterparties relax vigilance when they believe authorities are monitoring and constraining fund risk taking. 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.",
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  "Mapping review tier: moderate-confidence claim review.",
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  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "url": "https://doi.org/10.1108/dprg-03-2026-0121"
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  "authors": [
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