AI, Machine Learning, Deep Learning: What is the Difference?

What AI Actually Is · 5 min · text

Course outline

1. What AI Actually Is

• Not Magic, Not Science Fiction
• AI, Machine Learning, Deep Learning: What is the Difference?
• Check Your Understanding

2. A Short History of AI

• The First Wave: Dreams and Disappointment
• The Breakthrough: When Machines Learned to Learn
• The Main Players Today
• History Check

3. Large Language Models Explained

• What is a Large Language Model?
• Tokens: How AI Actually Reads Text
• LLM Check

4. How AI Thinks (and Doesn't)

• What AI Is Genuinely Good At
• Where AI Reliably Falls Short
• Strengths and Limits Quiz

5. Where AI Is Going

• The Honest Trajectory
• What This Means for You