Managing Video Consistency with Continuity Agent and LLaVA

KarlMuth · x · 2026-07-04

"Consistency/reconciliation" in video generation is a challenge, prompting the author to build a continuity management agent to act as the main controller. The review phase is an ideal scenario for VLM: LLaVA can "see" the output generated by Kling and iteratively review it based on set parameters. The author notes that the difficulty has dropped significantly compared to a year ago.

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