How AI Video Generation Works

AI video generation relies on deep learning models trained on vast datasets of video clips, images, and text descriptions. These models analyze patterns, movements, and structures within video content to produce realistic animations and sequences.

The core technologies behind AI-generated videos include:

• GANs (Generative Adversarial Networks) – Used to create hyper-realistic synthetic videos and deepfake technology.
• Text-to-Video Models – Platforms like Runway Gen-2 allow users to describe a scene in text, and AI generates the corresponding video.
• AI-Powered Video Editing – AI tools enhance video quality, add special effects, and automate tedious editing processes.

By leveraging these advanced techniques, AI is revolutionizing video production, making it faster, cheaper, and more scalable.