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Autoregressive video generators produce long videos block by block, using historical context to maintain temporal consistency. After denoising, a committing pass encodes each clean block into keys and values (KV) that later blocks read, and the same clean block can be encoded…

Real-time long-video generation requires continuous output with consistent appearance and natural motion. Existing chunk-wise autoregressive methods face challenges in both generation efficiency and long-video quality: serialized denoising and history-cache refresh require two…

We report the end-to-end deployment and measurement of MiniMax H3, a 20.38-billion-parameter video diffusion transformer (DiT) - the count measured from the safetensors headers of the Q8 checkpoint as deployed locally (Section 3.2) - running entirely on consumer Apple Silicon…

We present \textbf{UniCaMo}, an unified framework for joint control of camera and object motion in image-and-text-to-video diffusion models. Given a reference image, text prompt, sparse 3D object trajectories, and a 3D camera trajectory, UniCaMo constructs motion-consistent…

Multi-object image generation in text-to-image diffusion models remains challenging, as existing approaches struggle to reliably generate all objects specified in a prompt. Compositional approaches that generate objects independently often fail to capture the interactions among…

In this video, we'll share a new workflow for relighting your films that will change Filmmaking forever. The results are incredibly impressive. The workflow is simple, but there are a few things you can do to ensure the best quality possible! Check out a full breakdown here…

This will turn a single image of an object into a full 3D Gaussian Splat in seconds. ComfyUI-Idol adds native support for Speridlabs’ open Idol model. This model is optimized for LOW Vram I will also show a way to convert it with MeshLab (free) and Blender (free) into a OBJ ####…

Text and image to video · 3–5 s · 480p, 720p · 16:9 · from $0.005/s on OpenRouter

Your AI characters can now stand in your actual room, and react to what's in it! Simulon is back: turn a character image into a 3D "neural asset," place it in the real world through your phone's camera, act out the scene with your own camera move, and the app regenerates the…

We just wrapped our 4th annual AI Horror Film competition, and we are SHOOK. Not only are we terrified by the stories (all our judges are now sleeping with the lights on), but the quality of these films is mind-blowing. Once the premiere has finished, check out the winners here…

In this video of ComfyUI Nodes Explained, you will learn how ComfyUI reads your prompt: what CLIP Text Encode does, how positive and negative prompts work, why the negative prompt does nothing at CFG 1, what Conditioning Zero Out is for, how to write a prompt for new models, why…

Text to image and image editing · 1K, 2K, 4K · up to 10 reference images · from $0.13 per image

Lucas Martinic runs full Mario 64 in real 3D mixed reality at 90 FPS (powered by Claude Opus 5.5 + picocli). Simulon adds Reality-Aware Rendering that reacts to what you do and say. SpAItial’s Echo-3 turns a quick iPhone walk into a metric-scale 3D world you can restyle. ####…

Google DeepMind just announced Genie 4, and I've had early access for a few days. It's a real-time world model: describe a place, drop into it, and change it while you're inside, now with sound and characters who talk. With Gemini 4 Argon planning in the background, you can…

In this episode, we test MOSS Image, a free text to image model from OpenMOSS, in ComfyUI with 9 free workflows. It follows long, detailed prompts well, and it is very good at words in images. We start with text to image: photos and illustrations from a prompt, a prompt helper…

Kling 4.0 makes up to 30 seconds of 1080p video from a prompt, and it can thread one continuous shot through up to 10 keyframes.

MOSS-Image is now support in ComfyUI for you to run an home, on your own computer! The Apache 2.0 license means is it proper FOSS - unlike some releases we've seen recently which limit your freedoms. With a small model size and a turbo LoRA, you'll be generating images in…

A little "Inside Baseball" on the Chinese AI Video models, and while I don't normally cover International Business News, I thought this was pretty interesting. The Voltron of AI Video models, next year?

CozyClay 3.0: a free, open-source 3D previs tool built for AI video. One-click install through Pinokio; it runs in your browser and doesn't need a GPU. Full details in this video: https://youtu.be/qlSI_ZbRdEc

- Iron Goddess: an unclaimed AI video model that showed up in battle mode on the Arena this week. Big, fast, swing-for-the-fences motion; frame by frame, the fastest moments get smudgy. Seedance 2.5 holds together better, with less dynamic movement. - Who made it? Nobody has…

A free, open-source tool that gets you the exact shot before you generate, plus the fix for when 3D-guided AI video comes out stiff. And a secret AI video model just turned up in blind tests on the Arena, swinging big on motion. Also this week: Kling's reported IPO, Ideogram's…

In this video of ComfyUI Nodes Explained, you will learn what a model is, what the file names mean (bf16, fp8, int8, GGUF), where each file goes, and how to load it, with Load Checkpoint or with Load Diffusion Model, Load CLIP and Load VAE. Everything is shown with Z-Image…

Seedance faked a video game that doesn’t exist, so I had Claude Opus 5.5 rebuild it as a playable browser shader in 45 minutes, using gokaygokay’s video-to-shader skill. Then I pushed further: Claude wrote a new skill and rebuilt an AI-generated pirate cabin in Unreal Engine…

In this episode, we test FLUX 3 Klein, the new image model from Black Forest Labs, in ComfyUI with 19 free workflows. One model can generate an image, edit it, and combine several images into one. We start with text to image: photos and illustrations from a prompt, a Z-Image…

World Gacha: a free browser tool by Sharp (@sharp_maker) that generates fictional towns from random numbers and an erosion sim, with street level and 3D export. Free for commercial use. Worth a bookmark or just something fun to play with for five minutes. OR BOTH! World Gacha…