Recent agent frameworks such as Claude Code, Codex, and OpenClaw are strong at tool use and orchestration, but whether they can handle long video generation, a long-horizon multimodal task, remains underexplored. Unlike earlier video agents whose pipeline

Developing unified video generation and editing models capable of interpreting interleaved multimodal inputs is a promising yet challenging frontier field. Existing unified frameworks predominantly rely on massive models (typically 13B parameters or more)


Gemini Omni is Google's new multimodal creation model, starting with video generation and prompt-based editing through Gemini, Flow, and YouTube tools.
SANA-WM is an efficient minute-scale world model for camera-controlled 720p video generation.
