disseminated across social networks. The manipulated video falsely depicted President Zelenskyy urging Ukrainian citizens to "lay down arms" and claimed that Ukraine had conceded the Donbas region to Russia, alleging a collapse of national efforts. This deepfake first appeared on the compromised TV24 news site and quickly spread across platforms such as Facebook and Twitter. Nathaniel Gleicher, Head of Security Policy for Meta, the parent company of Facebook, tweeted about the situation: “Earlier today, our teams identified and removed a deepfake video claiming to show President Zelensky issuing a statement he never did. I