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NLP in Modern AI Systems

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Problem

Scenario

You are discussing how language technologies fit into real AI products. A strong answer should connect core NLP methods to practical systems such as document understanding, search, assistants, and workflow automation.

Question

Discuss the role of natural language processing in contemporary AI applications.

What This Tests

  • How language models are used in modern AI systems
  • When to use text classification for routing or prediction
  • How named entity recognition turns text into structured data
  • Why retrieval-augmented generation matters for grounded answers