Model & Technical Fundamentals

How Does Generative AI Learn? A Simple Guide to Training, Pre-training, and Fine-tuning

Learn how generative AI models like ChatGPT become “smart.” This beginner-friendly article explains supervised learning, self-supervised learning, pre-training, and fine-tuning in simple terms.
Model & Technical Fundamentals

Foundation Models, Transformers, and Attention: Understanding the Core of Generative AI

Learn the essential technologies behind generative AI, including foundation models, transformers, and attention mechanisms. A beginner-friendly guide to understanding how modern AI works.
Model & Technical Fundamentals

Understanding Large Language Models (LLMs): How Generative AI Thinks and Learns

Learn the fundamentals of Large Language Models (LLMs) used in generative AI like ChatGPT and Claude. Discover how tokenization, embeddings, self-attention, and deep learning layers work together to create human-like responses.
Model & Technical Fundamentals

How Generative AI Thinks: Probability, Prediction, and Hallucination

Generative AI doesn't understand—it predicts. Learn how probabilistic models work, why AI sometimes hallucinates false information, and how to use it responsibly in daily life.
Model & Technical Fundamentals

What Text, Image, and Audio Generative AI Models Have in Common

Explore the common technical foundations behind generative AI models for text, images, and audio. Learn how these tools share learning processes, evaluation metrics, and multimodal capabilities.
Introduction & Overview

How Generative AI Is Transforming Society: From Education to Everyday Life

Generative AI is reshaping education, industry, government, and daily life. Explore how this powerful technology is driving social transformation and becoming part of our everyday world.
Introduction & Overview

Risks and Ethics of Generative AI: What Every User Should Know

Generative AI is powerful, but not without risks. Learn about common issues like hallucination, bias, and data privacy, and discover how to use AI tools responsibly and ethically.
Introduction & Overview

How Generative AI Is Changing Work, Education, Government—and Daily Life

Explore how generative AI is reshaping industry, public services, education, and personal life. From business automation to citizen empowerment—AI is changing how society works.
Introduction & Overview

How ChatGPT Took Over the World: Speed, Impact, and What Comes Next

ChatGPT reached 100 million users in just two months—faster than any app in history. Learn why it spread so quickly and how it's changing education, business, and society.
Introduction & Overview

The Limits of Generative AI: What It Can’t Do—and Why That Matters

Generative AI is powerful, but not perfect. Learn about its key limitations—like hallucinations, outdated info, and lack of reasoning—and how to use it responsibly.