Building AGI: Core Technologies and Research Frontiers

Building Artificial General Intelligence (AGI) necessitates a robust foundation built upon decades of advancements in various AI disciplines. At its heart lies Deep Learning, a paradigm revolutionizing pattern recognition and data synthesis. Modern deep neural networks, particularly the Transformer architecture, have propelled Large Language Models (LLMs) like GPT-4 to unprecedented capabilities in understanding, generating, and even reasoning with human language.