An agent checks the weather, queries a database, and writes a file. It looks like the model is doing things. It is not — the model cannot do anything. It produced some structured text saying what it would like done, and an entirely separate piece of software decided whether to comply. The Short Answer The…
Does an LLM Maintain a Session? How It Actually Answers You
You tell an assistant your name, and twenty messages later it still uses it. That looks like memory. It is not. The model forgot your name the instant it finished replying, and remembers it now only because your entire conversation was sent to it again, from the beginning, along with your latest message. The Short…
Does an LLM Have RAG? Understanding the Difference
This question comes up constantly, and the short answer is no. An LLM does not have RAG. But the question is worth taking seriously rather than correcting quickly, because the confusion behind it explains a great many failed AI projects — teams expecting a model to know their documents, and being surprised when it confidently…
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