Phase 22 · Interview Preparation

Technical

LLM/GenAI Concepts

Part of the AI Engineer Roadmap.

Summary

A fast-growing interview category — expect questions on tokenization, context windows, RAG vs. fine-tuning, hallucination, and prompt engineering trade-offs.

How to Learn This

  • 1Be ready to explain RAG vs. fine-tuning trade-offs clearly and with a concrete example.
  • 2Practice explaining how a Transformer generates text token by token.
  • 3Stay current — this area changes fast, so review recent developments before interviewing.
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