Your question is LLMs vs Traditional NLP. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Why are Large Language Models (LLMs) critical for modern NLP, and what makes them more effective than traditional approaches?
Asked in the AI/ML Team Lead Interview stage. Large Language Models. Design the system as if JPMorganChase needs a shared NLP platform for search, summarization, and entity extraction across internal documents. Focus on how you would serve LLM-powered features reliably, not on explaining LLMs in isolation.