Data/ML/AITable-stakesAround since 2018

LLM

Also written as Large Language Model

A large AI model (like GPT or Claude) trained on huge amounts of text, able to understand and generate human-like language.

Think of it like

Like a widely-read scholar who's absorbed a huge slice of the world's writing and can now hold a fluent conversation about almost anything.

Junior or senior?

Junior sounds like

Has used ChatGPT and calls that LLM experience.

Senior sounds like

Has actually built with LLMs — prompting, fine-tuning, RAG, or the surrounding application.

Ask them

“What have you actually built with an LLM — prompting, fine-tuning, evaluation, or the surrounding application?”

Sounds like real experience

Names a specific application, prompt-design decision, or evaluation approach — and a real failure mode (hallucination, cost, latency) they had to design around.

Probe further if

Describes 'using an LLM' as calling an API without describing a specific design decision, evaluation, or failure mode they actually dealt with.