How LLMs Fake Memory: The Context Window Illusion

Understanding how context windows work is essential for effectively using LLMs—it reveals why chatbots appear forgetful and exposes that apparent 'memory' is merely re-transmitted text within fixed token limits. This insight is foundational to prompt engineering strategies like summarization and RAG, allowing developers to optimize performance and costs by strategically managing context.