A Journey from AI to LLMs and MCP - 1 - What Is AI and How It Evolved Into LLMs
Free Resources Free Apache Iceberg Course Free Copy of “Apache Iceberg: The Definitive Guide” 2025 Apache Iceberg Architecture Guide How to Join the Iceberg Community Iceberg Lakehouse Engineering Video Playlist Ultimate Apache Iceberg Resource Guide Artificial Intelligence (AI) has become the defining technology of the decade. From chatbots to code generators, from self-driving cars to predictive text—AI systems are everywhere. But before we dive into the cutting-edge world of large language models (LLMs), let’s rewind and understand where this all began. This post kicks off our 10-part series exploring how AI evolved into LLMs, how to enhance their capabilities, and how the Model Context Protocol (MCP) is shaping the future of intelligent, modular agents.

Free Resources
- Free Apache Iceberg Course
- Free Copy of “Apache Iceberg: The Definitive Guide”
- 2025 Apache Iceberg Architecture Guide
- How to Join the Iceberg Community
- Iceberg Lakehouse Engineering Video Playlist
- Ultimate Apache Iceberg Resource Guide
Artificial Intelligence (AI) has become the defining technology of the decade. From chatbots to code generators, from self-driving cars to predictive text—AI systems are everywhere. But before we dive into the cutting-edge world of large language models (LLMs), let’s rewind and understand where this all began.
This post kicks off our 10-part series exploring how AI evolved into LLMs, how to enhance their capabilities, and how the Model Context Protocol (MCP) is shaping the future of intelligent, modular agents.