Amazon's Neuron Science team and reactorworld used the Neuron Kernel Interface to build a kernel-centric path for real-time autoregressive diffusion video generation on Trainium. Amazon Science says the work handles dynamic shapes, memory access, and cache management, with techniques that generalize across models.
Draft clips can be generated for as low as 10 cents per second and then finalized in high quality.
Perplexity said Perplexity Computer can now create videos using MiniMax H3 and ByteDance Seedance 2.5, producing finished video next to copy and creative in the same thread. It said the capability is available now for Pro and Max subscribers.
ComfyUI said it generated a shot in less than a minute with MiniMax H3 Max via Partner Nodes. It described the workflow as useful for fast video-to-video experiments from a basic blockout plus reference images, and said the workflow includes an option to upscale to 2K.
Dreamina AI said its all-new web experience is live, with dual Generate and Canvas entry points, an AI agent with multi-session management, and one integrated canvas for text, image, video, and audio.
