What is the difference between artificial intelligence and machine learning?

Artificial Intelligence (AI) is a broad concept whose goal is to make machines intelligent, while Machine Learning (ML) is a subset of AI where machines learn patterns from data without being explicitly programmed with rules.

Do large language models truly "understand" what they say?

No. LLMs statistically model language. They don't understand meaning or emotions like humans do, but simply choose the next token based on probability.

Will AI replace humans in the future?

AI will not replace humans, but rather enhance human productivity. For those who understand and utilize AI, it will become a powerful tool.

machine learning basics

Step-by-step illustration showing how artificial intelligence works from data input to intelligent output

How Does Artificial Intelligence Work? (A Simple Step-by-Step Explanation)

julkerkhan123@gmail.com2 months ago2 months ago14 mins

Introduction Artificial intelligence is not a single machine or algorithm. It’s a combination of data science, computer architecture, and mathematics. It takes raw data such as images, videos, and text, converts it into numbers, finds patterns in those numbers, understands the data, makes predictions based on those patterns, and gives us an output. So, in…