Series
After writing the title of this post, the first question that came into mind is “is that even possible?”. I have been thinking about this question for a couple of days now and this post is the answer to the question and also offers some insight into ...
As a software engineer diving into AI, I had this assumption that chatbots were fundamentally different from traditional applications. They seemed almost magical in how they maintained context and responded intelligently. Then I built my first one, a...
When you type something into an AI system, the computer does not see words the way you do. You see meaning. The computer sees symbols. So before AI can do anything useful with language, it has to conv
In the last lesson, you saw something important: Words are not processed as words. They are converted into numbers called embeddings. So now we have a new question: Once everything becomes numbers…
At this point, you already understand two important ideas: words become embeddings (numbers) layers transform those numbers step by step Now we arrive at the next big question: How does the AI dec
When people first start using AI, one of the biggest questions they ask is: “How does the AI know all this stuff?” It feels almost impossible at first. You ask a question about biology, history, cod