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		<title>AI Fraud Detector Puts a Deterministic Verifier in Charge of the Language Model</title>
		<link>https://bioengineer.org/ai-fraud-detector-puts-a-deterministic-verifier-in-charge-of-the-language-model/</link>
		
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		<pubDate>Thu, 08 Oct 2026 21:24:07 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[adversarial robustness]]></category>
		<category><![CDATA[deterministic verification]]></category>
		<category><![CDATA[Explainable AI]]></category>
		<category><![CDATA[financial transactions]]></category>
		<category><![CDATA[fraud detection]]></category>
		<category><![CDATA[graph neural networks]]></category>
		<category><![CDATA[Large Language Models]]></category>
		<category><![CDATA[LightGBM]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[probability calibration]]></category>
		<category><![CDATA[prompt injection]]></category>
		<category><![CDATA[temporal drift]]></category>
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					<description><![CDATA[A new framework called VR-FraudNet forces large language models to propose structured fraud explanations that a fixed deterministic verifier must confirm against transaction and graph evidence before any automated decision can rely on them.]]></description>
		
		
		
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