MoviEdit enables long-form multi-shot video editing
MoviEdit uses cascaded bidirectional-autoregressive design and 87K training videos to outperform open-source models on video editing.
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Stories tagged #video-editing
Arsaze launches AI video editor with agent edits and Tab
The editor runs on desktop and the web, has a free plan, and connects outside AI clients over remote MCP.
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LociArt proposes GRNStyle for controllable local video stylization
The method is trained on 100K synthetic pairs and evaluated on 80 videos with a regional style metric.
Process rewards improve video editing agents but risk reward hacking
Decaying process rewards yield 45.4% gain on long-horizon fine-cut tasks but mitigate reward hacking in GRPO training.
OmniXRef unifies text, image, and video references for editing
A diffusion transformer jointly edits a source video from variable text, image, and video references, and the authors say it beats commercial models.
ALIVE: Interaction-Aligned Object Insertion for First-Frame-Guided Video Editing
ALIVE inserts objects into videos so they interact coherently, using only an edited first frame.
ViTeX-Bench: Benchmarking High-Fidelity Video Scene Text Editing
ViTeX-Bench and open ViTeX-Edit-14B target high-fidelity, temporally consistent video scene text editing.
Timeline-Bench: Evaluating Agents on Realistic Video-Editing Tasks, from Raw Footage to Final Cut
Timeline-Bench finds frontier coding agents finish only about 27 percent of 56 realistic video-editing tasks.
Precise Editing and Flexible Referencing for Interactable Worlds
EditWorld adds streaming edits and image references to video world models, leading WBench-Editing.
VideoPhysEdit: Physical Counterfactual Video Editing via Rigid-Body Physical Scene Reconstruction
VideoPhysEdit reconstructs rigid-body physics so video edits produce physically consistent later motion.
How invideo improves color grading 3x with GPT‑6 Astra
Agentic video editor invideo reports GPT-6 Astra roughly tripled color-grading success rates and improved frame-level edit planning.
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Streaming Video Editing with Easy Adaptation
SVEET adapts a bidirectional video diffusion model for real-time streaming edits at 15 FPS on one H100.
Vidu S2: Real-Time Interactive, Editable, and Spatial Video Generation
Vidu S2 delivers real-time 720p interactive avatar generation plus real-time video editing with style, clothing, character, and background replacement.
Adobe is trying to make its AI generators idiot-proof in Premiere
Adobe adds in-timeline generative media to Premiere, letting editors generate video and audio clips using Firefly, Veo, Runway, Luma, and Kling models.
One Editor, Many Edits: A Unified Training-Free Framework for Diverse Video Editing
Researchers introduce EditVid, a training-free video editing framework scoring 78.16 FiVE-Acc versus 58.95 for the strongest comparable baseline.