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연사: 한국과학기술정보연구원 황순욱 박사
일시: 2025년 6월 9일 오후 5시
장소: 43동 201호 강의실
Title: Evolution of LLMs and AI Agents: From Transformer to DeepSeek-R1 and Manus AI
Abstract:
In this talk, I present an overview of the evolving landscape of Large Language Models (LLMs), tracing their progression from the introduction of the Transformer in 2017 to the latest developments like DeepSeek-R1 in 2025. The talk reflects on this evolution, particularly in terms of the types of training datasets and approaches, including pretraining, Supervised/Instruction Fine-Tuning (SFT), Reinforcement Learning from Human Feedback (RLHF) and reasoning-oriented RL. It also touches upon the rise of Agentic AI in 2025, featuring key technologies such as Manus AI and Model Context Protocol (MCP). The presentation includes brief hands-on demonstrations showcasing the creation of simple AI agents using tools like GPTs, Claude+MCP, and n8n.