89 citations · 150 across the 7 of their papers we have counts for
5 papers · 1 filter
Agent Economics: An Entropy-Controlled Pluralistic Alignment Framework for Preventing Artificial Hivemind in Autonomous Agents
Cheonsu Jeong
This study proposes the Behavioral Protocol Framework (BPF), an entropy-controlled pluralistic alignment framework designed to address two critical challenges in autonomous agent e…
E2E Process Automation Leveraging Generative AI and IDP-Based Automation Agent: A Case Study on Corporate Expense Processing
Cheonsu Jeong, Seongmin Sim, Hyoyoung Cho +2
This paper presents an intelligent work automation approach in the context of contemporary digital transformation by integrating generative AI and Intelligent Document Processing (…
Beyond Text: Implementing Multimodal Large Language Model-Powered Multi-Agent Systems Using a No-Code Platform
Cheonsu Jeong
This study proposes the design and implementation of a multimodal LLM-based Multi-Agent System (MAS) leveraging a No-Code platform to address the practical constraints and signific…
A Study on the Implementation Method of an Agent-Based Advanced RAG System Using Graph
Cheonsu Jeong
This study aims to improve knowledge-based question-answering (QA) systems by overcoming the limitations of existing Retrieval-Augmented Generation (RAG) models and implementing an…
A Study on the Implementation of Generative AI Services Using an Enterprise Data-Based LLM Application Architecture
Cheonsu Jeong
This study presents a method for implementing generative AI services by utilizing the Large Language Models (LLM) application architecture. With recent advancements in generative A…