Stay up to date with the latest AI research, models, tools and behind-the-scenes stories at the intersection of AI and VFX.
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.
Read more →Four groundbreaking papers democratizing AI development - from training competitive video models with 256 NPUs to tracking through occlusions, streaming video generation, and climate modeling.
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