Agent-based research
A research paradigm utilizing autonomous agentic-ai to execute multi-step workflows—including information retrieval, synthesis, and verification—to produce structured knowledge outputs.
Core Implementations
- Stanford’s STORM AI: An AI-powered system designed for verifiable research and automated knowledge curation.
- Mechanism: Utilizes STORM (Synthesis of Topic Outlines through Retrieval and Multi-perspective Question Asking) to structure research.
- Capabilities: Enables “deep research” to be performed in minutes through automated retrieval and multi-perspective inquiry.
- Reference: 2026 04 22 Stanfords STORM AI Verifiable Agent Based Research and Knowledge Curation
Related Concepts
- Automated Knowledge Curation
- Multi-perspective Information Retrieval
- verifiable-ai
- agentic-ai
Source Notes
- 2026-04-07: AI Recursive Self Improvement The Dawn of Intelligence Explosion · ▶ source
- 2026-04-08: LiteParse Free Local Layout Preserving Document Parsing for LLMs · ▶ source
- 2026-04-15: Hermes Agent Self Improving AI for Adaptive User Learning · ▶ source
- 2026-04-22: AnythingLLM 1.12 Channels: Mobile Interaction with Private Self-Hosted LLMs · ▶ source
- 2026-04-27: Claude AI · ▶ source
- 2026-04-30: NVIDIA Nemotron 3 · ▶ source