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  - ARMCHAIRMAYOR.CA - A La Une - 28/Aug 11:30

CHARBONNEAU – The curtain is pulled from AI magic

I’M FASCINATED by how AI systems work, such as ChatGPT. They are called Large Language Models (LLM) for a good reason. They are trained on billions of web pages and millions of books. They “learn” the syntax and grammar of English so that they can statistically predict what words will follow another. As a result, chatbots answer in grammatically correct sentences that have an almost sterile feel. I wonder why a collection of words would answer anything at all? The answer lies in hidden “system prompts” that sets the personality, tone, and boundaries of the chatbot. Without a system prompt, a chatbot might complete the sentence: “What day is it?” with “the man asked.” After all, a system trained on words and sentences would tend to complete sentences and nothing else. Programmer Alex Reisner puts it this way: “To deploy an LLM as a chatbot that answers user questions, a program structures the input into a formatted prompt — ‘USER: What day is it? CHATBOT:’— which the model then uses to generate a response. “A chatbot session is essentially a script in which the system prompt does the initial scene-setting and character development, and the LLM predicts what follows, filling [...]

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