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. Why are BLEU and ROUGE poor metrics for judging LLM answers?

    They measure word overlap with a reference text. A correct answer worded differently scores low, while a fluent wrong answer sharing many words can score high. They suit narrow tasks like translation drafts, but not open-ended answer quality.

    IntermediateQuick answer1 min read