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IEEE/ICACT20260248 Slide.03        [Big Slide]	Oral Presentation
	Large language models are capable of generating fluent and coherent summaries. However, when applied without access to external evidence, they frequently produce unsupported or hallucinated claims. In cybersecurity settings, such inaccuracies can lead to incorrect assessments and operational risk.

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