Instruction: Discuss the application of large language models in creating sophisticated conversational agents or chatbots.
Context: This question assesses the candidate's insights into the use of LLMs for enhancing the naturalness, responsiveness, and intelligence of conversational AI systems.
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The way I'd explain it in an interview is this: LLMs make conversational agents more flexible by handling open-ended language, context carryover, summarization, and task switching better than many older rule-based or narrow intent systems. They are especially strong when users do...