Phase 22 · Interview Preparation
TechnicalLLM/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.
More technical in Interview Preparation
Stuck on this topic? Ask an Insider
Get 1:1 guidance from people who've walked this exact path — free on the InsideEdge app.