AI-based upscaling is a technology that enhances the resolution of images and videos using artificial intelligence algorithms. By analyzing the existing pixels, it predicts and generates new ones, resulting in clearer and more detailed visuals. This process is particularly useful for improving low-resolution content, making it suitable for larger displays. This technique is commonly used in various applications, including video games, movies, and digital art. Tools like Topaz Gigapixel AI and Adobe Photoshop utilize AI-based upscaling to provide users with high-quality images without the need for original high-resolution files.