Authors: Zhixuan Chu, Yan Wang, Feng Zhu, Lu Yu, Longfei Li, Jinjie Gu

Published on: February 06, 2024

Impact Score: 8.3

Arxiv code: Arxiv:2402.03628

Summary

• What is new: Introduces the concept of Professional Agents (PAgents), a new framework using large language models (LLMs) for creating autonomous agents with professional-level competencies.
• Why this is important: How to utilize the capabilities of large language models like ChatGPT, PaLM, and GPT-4 to create systems that can operate autonomously in professional settings with expertise.
• What the research proposes: Development of a tri-layered PAgents framework that consists of a base tool layer for foundational capabilities, a middle agent layer for developing specialized skills, and a top synergy layer for integrating these skills in professional contexts.
• Results: The paper posits that PAgents will enable AI systems to achieve professional mastery over complex domains and address critical needs, potentially leading to artificial general intelligence.

Technical Details

Technological frameworks used: PAgents framework consisting of base tool, middle agent, and top synergy layers.

Models used: Large Language Models (LLMs) like ChatGPT, PaLM, GPT-4

Data used: nan

Potential Impact

Professional services sector; companies in legal, healthcare, finance, and consulting could be substantially disrupted or benefit from leveraging PAgents for autonomous professional tasks.

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