What Is a Context Window? A Simple Explanation of the Model’s Limits
Someone telling you a long story starts forgetting the early details. Models have the same limit, and knowing where it sits changes how you work with them.
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Generative AI is a branch of artificial intelligence focused on systems that can create new content, including text, images, audio, video and software. This topic covers the models, concepts and applications behind AI-generated content.
Someone telling you a long story starts forgetting the early details. Models have the same limit, and knowing where it sits changes how you work with them.
A friend texts you: can you fix it? Fix what? The sentence alone is not enough. AI has the same problem, and it explains most bad answers you get.
You hear half a sentence and your mind fills in the rest. A language model does something close to that, and it explains both its power and its limits.
I put the book on the table because it was heavy. You knew instantly what it meant. The architecture behind ChatGPT does the same thing, and that is what changed everything.
No single layer knows what a cat is. The knowledge is spread across the whole path. How layers learn, why deep means layer count, and what it costs you.
There is a difference between a multiple choice exam and an essay. Most AI was the first kind. Generative AI is the second, and that changes what you can trust.
You do not teach a child what a cat is with a list of rules. You show him cats. This is more or less how we teach machines, and why the data decides everything.
What is an LLM and how does it generate text? A simple guide to large language models, how they work, their relationship with ChatGPT and generative AI, and why they sometimes produce incorrect answers.