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The rapid advancement of AI-generated content has transformed the landscape of disinformation, making it harder than ever to detect and counter false narratives. Deepfakes, synthetic media, and multilingual misinformation are being weaponized to manipulate public opinion and interfere with democratic processes worldwide. With AI-powered disinformation campaigns exploiting linguistic barriers and social media algorithms, traditional fact-checking methods struggle to keep up.