S03-R02 — Agent Laboratory¶
Description¶
Multi-agent LLM framework for autonomous scientific research.
Summary¶
| Field | Value |
|---|---|
| Title | Agent Laboratory: Using LLM Agents as Research Assistants |
| URL | https://arxiv.org/abs/2501.04227 |
| Date accessed | 2026-03-31 |
| Publication date | 2025-01 |
| Authors | Samuel Schmidgall et al. |
| Publication | EMNLP 2025 Findings |
Selection Decision¶
Selected — Represents the state of the art in complete research agent frameworks. Implements literature review, experimentation, and report writing stages. However, this is a code-based multi-agent architecture (Python), not a system prompt. It achieves 84% cost reduction vs. prior methods but does not implement named analytical rigor frameworks (ICD 203, GRADE, etc.).