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Deepfakes are a type of synthetic media that uses AI-powered algorithms to create manipulated videos, images, or audio recordings. These algorithms analyze and learn from vast amounts of data, enabling them to generate highly realistic and convincing content. The term "deepfake" is derived from the words "deep learning," which refers to a subset of ML that involves the use of neural networks to analyze and learn from data.
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