STORM-Evolution
The STORM project has evolved from an autonomous research system into a collaborative framework designed to support complex information seeking.
From Autonomous to Collaborative
- STORM (Synthesis of Topic Outlines through Retrieval and Multi-perspective Question Asking): Focused on automating the pre-writing stage of Wikipedia-like articles. It uses perspective-guided question asking and simulated conversations to collect information and generate outlines autonomously.
- Co-STORM (Collaborative STORM): Extends the STORM paradigm by introducing human-in-the-loop collaboration. It implements a collaborative discourse protocol where human users can observe or actively steer the conversation.
Key Architectural Shifts
| Feature | STORM | Co-STORM |
|---|---|---|
| Primary Goal | Autonomous article generation | Collaborative knowledge curation |
| Interaction | Automated simulation | Human-AI discourse |
| Knowledge Structure | Hierarchical outline | Dynamic hierarchical mind map |
| Agent Roles | Writer/Expert simulation | Experts/Moderator/Human |
Shared Conceptual Space
Co-STORM introduces a dynamic mind map to maintain a shared conceptual space between the system and the user, reducing cognitive load during deep, in-depth information seeking.