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19 Dec 2025

Paper summary

Paper summary: Kling-Omni Technical Report

Kling-Omni is one end-to-end framework for video generation, editing and reasoning-based editing from mixed inputs (text, reference images, video context), built on a dedicated data system.

  • Generation and editing tasks that usually need separate pipelines are handled by one model from a unified multimodal input.
  • The authors frame it as a step toward multimodal world simulators.

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