Which statement best describes how a large language model like Claude — AI Fluency Practice — Claude Cert Academy

Which statement best describes how a large language model like Claude generates a response?

• It retrieves pre-written answers from a curated expert database
• It searches the internet for relevant pages and synthesizes them
• It predicts the most statistically likely next token given the conversation context
• It applies rule-based logic derived from expert knowledge systems

Answer: It predicts the most statistically likely next token given the conversation context

LLMs generate text by predicting the next token based on patterns learned during training. They do not search the internet or use rule-based logic.

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