WeVisCut: The Whole Editing Room in One Agent From Narration to Long-Form Video
arXiv:2610.38352v1 Announce Type: cross Abstract: Producing long-form videos from narration requires interdependent decisions that remain coherent across shots. Existing agentic editors often use multi-stage workflows driven by general models, leaving the quality-cost trade-off of compact, task-adapted policies unclear. We address this gap with WeVisCut, a long-form script-to-video system that connects tool execution with policy learning. Its agent harness maintains shared production state so t…