How AI Video Generation Actually Works, Explained for the TikTok Trend You Saw
Sifting physics from rendering. A technical look at Diffusion Transformers (DiT), 3D VAE compression, and how AI video models simulate real-world physical dynamics.
5 articles tagged with AI Video
Sifting physics from rendering. A technical look at Diffusion Transformers (DiT), 3D VAE compression, and how AI video models simulate real-world physical dynamics.
The 12-month AI video revolution. How Diffusion Transformers, 3D latent tokens, temporal KV-caching, and 60fps frame interpolation turned uncanny liquid clips into viral media.
The $2B world model startup. An architectural breakdown of PixVerse's Omni Native Multimodal Model, R1 real-time interactive stream generation, and unified token streams.
The Trust & Safety engineering crisis. How social networks process millions of synthetic video clips per second using frame sampling, zero-shot multimodal classifiers, and C2PA.
Demystifying Diffusion Transformers (DiT). How 3D spatial-temporal patches, self-attention, Flow Matching, and VAE latents generate realistic video in 2026.