Meta SAM 3.1 - 7x Faster Multi-Object Video Tracking
Meta releases SAM 3.1 with Object Multiplex, processing all tracked objects in one shared pass for 7x faster inference at 128 objects and improvements on 6 of 7 VOS benchmarks.
Articles Tagged "Video Generation"
Helios
Helios is a 14B open-source autoregressive diffusion model that generates minute-long videos at 19.5 FPS on a single H100, matching 1.3B distilled model speeds at full 14B quality.
OpenAI Kills Sora, Disney's $1B Deal Goes With It
OpenAI is shutting down Sora six months after launch, killing a $1 billion Disney deal that was supposed to anchor the product's future.
LTX-2.3 Review: Open-Source Video AI That Delivers
LTX-2.3 is a 22-billion-parameter open-source video and audio generation model from Lightricks that rivals closed commercial tools - at zero cloud cost.
ByteDance Halts Seedance 2.0 Over Hollywood IP Fight
ByteDance suspended the global launch of its AI video model Seedance 2.0 after Disney, Paramount Skydance, and other studios sent cease-and-desist letters alleging copyright infringement.
Kling 3.0 Review: Best AI Video Generator?
Kling 3.0 brings native 4K at 60fps, multi-shot AI Director, and single-pass audio to AI video - here's whether it lives up to the hype.
Luma Agents Review: Creative AI That Actually Ships
Luma Agents coordinates text, image, video, and audio from a single brief using the Uni-1 unified model - a genuine architectural leap, with some real rough edges still showing.
NotebookLM Now Turns Your Notes Into Cinematic Videos
Google's NotebookLM can now generate documentary-style cinematic videos from uploaded documents using Gemini 3 as creative director and Veo 3 for visuals - a major step beyond its viral audio podcasts.
Luma Launches Agents for End-to-End Creative Work
Luma AI's new Agents platform, powered by the Uni-1 Unified Intelligence model, lets creative teams go from a written brief to finished video, images, and audio in one workflow.
Seedance 2.0 Review: ByteDance's Video Generator Has Hollywood Running Scared
A hands-on review of Seedance 2.0, ByteDance's AI video generator that produces photorealistic 15-second clips with synchronized audio - and has triggered cease-and-desist letters from the Motion Picture Association.
ByteDance's Seedance 2.0 Is the Best AI Video Generator You Might Not Get to Use
ByteDance's Seedance 2.0 introduces a dual-branch transformer for simultaneous audio-video generation at 2K resolution, but cease-and-desists from Disney, Paramount, and Warner Bros. threaten its global rollout.
Multimodal AI Leaderboard: Vision, Video, and Beyond
Rankings of the best multimodal AI models for image understanding, video analysis, and visual reasoning, covering MMMU-Pro, Video-MMMU, and more.
