OrchVis: Hierarchical Multi-Agent Orchestration for Human Oversight
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arXiv
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866917049110888448 |
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| author | Zhou, Jieyu |
| author_facet | Zhou, Jieyu |
| contents | We introduce OrchVis, a multi-agent orchestration framework that visualizes, verifies, and coordinates goal-driven collaboration among LLM-based agents. Through hierarchical goal alignment, task assignment, and conflict resolution, OrchVis enables humans to supervise complex multi-agent workflows without micromanaging each step. The system parses user intent into structured goals, monitors execution via automated verification, and exposes inter-agent dependencies through an interactive planning panel. When conflicts arise, users can explore system-proposed alternatives and selectively replan. OrchVis advances human-centered design for multi-agent systems by combining transparent visualization with adaptive autonomy. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2510_24937 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | OrchVis: Hierarchical Multi-Agent Orchestration for Human Oversight Zhou, Jieyu Human-Computer Interaction We introduce OrchVis, a multi-agent orchestration framework that visualizes, verifies, and coordinates goal-driven collaboration among LLM-based agents. Through hierarchical goal alignment, task assignment, and conflict resolution, OrchVis enables humans to supervise complex multi-agent workflows without micromanaging each step. The system parses user intent into structured goals, monitors execution via automated verification, and exposes inter-agent dependencies through an interactive planning panel. When conflicts arise, users can explore system-proposed alternatives and selectively replan. OrchVis advances human-centered design for multi-agent systems by combining transparent visualization with adaptive autonomy. |
| title | OrchVis: Hierarchical Multi-Agent Orchestration for Human Oversight |
| topic | Human-Computer Interaction |
| url | https://arxiv.org/abs/2510.24937 |