Interview Q&A / AI & Generative AI

INTERVIEW Q&A · 61 QUESTIONS

AI & Generative AI interview questions

LLMs, tokens, embeddings, RAG and prompt engineering, the questions every AI role now asks.

  1. What is LLM-as-a-judge, and what biases should you watch for?

    LLM-as-a-judge uses a model to grade another model's outputs against a rubric, scaling evaluation beyond human review. Known biases include preferring longer answers, favouring the first option shown, and favouring its own style, so calibrate against human labels.

    IntermediateQuick answer1 min read