Questão 96598

The lack of sufficient computational power to process the vast amount of video data being uploaded to the internet daily.

The adversarial nature of generative models (GANs), where the generator and discriminator models are in a constant 'arms race', causing detection models to quickly become obsolete as new generation techniques emerge.

The difficulty in distinguishing between benign video compression artifacts and subtle manipulations introduced by deepfake algorithms, leading to high rates of false positives.

The inability of current AI models to analyze the semantic context of a video, which is often necessary to determine if the content is being used for malicious purposes.

The legal and ethical restrictions on creating and using large datasets of deepfake content, which are essential for training robust and accurate detection models.