Stay up to date with the latest AI research, models, tools and behind-the-scenes stories at the intersection of AI and VFX.
Full pipeline breakdown for INNOCENCE, a 2-minute short film submitted to the Arca Gidan Prize. Custom Z-Image and LTX-V 2.3 LoRAs trained on 73 hand-drawn ink images, image-to-video in ComfyUI, ink-wash transition effects through prompting, and HD delivery with SeedVR2.5.
Read more →ComfyUI doesn't have to be overwhelming. This comprehensive guide takes you from manual installation through creating your first complete AI workflow—image generation, multi-angle art direction, video creation, post-processing, and HD upscaling. Everything you need to go from beginner to confident.
Read more →After 4 months of community-driven development, SeedVR2 v2.5 brings a complete architectural redesign. New 4-node system, GGUF quantization for 8GB GPUs, torch.compile optimization, and production-ready CLI make professional upscaling accessible to everyone.
Read more →ByteDance's SeedVR2 transforms video upscaling with one-step restoration instead of 15-50. Complete tutorial covering ComfyUI setup, BlockSwap for consumer GPUs, alpha channel workflows, and production optimization.
Read more →Four practical techniques for faster, better video generation: MagCache accelerates diffusion 2-3x, NAG brings back negative prompting to distilled models, DLoRAL upscales in one step, and MIT shows how AI helps preserve paintings.
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