The fluency check

Ten questions. No account. You get a level and one line on what to work on next. This sets a starting point, not a score out of a hundred.

Question 1 of 10

Someone says a tool is "a large language model." How do you feel?

I could explain what that means to a colleague I know roughly what it is I have heard the phrase It is new to me

Question 2 of 10

An AI tool gives you a confident answer that turns out to be wrong. You call this…

A hallucination, and I check for it by habit A hallucination A bug of some kind I would just trust it

Question 3 of 10

You need a better result from a chatbot. Your first move is to…

Add context, examples, and a clear format to the prompt Reword the question Ask again and hope Give up on the tool

Question 4 of 10

"Tokens" come up in a pricing conversation. You…

Know they are chunks of text and why they drive cost Know they relate to text length Have seen the word on a bill Have no idea

Question 5 of 10

A vendor says their product uses "RAG." You can…

Explain that it looks things up before answering Recognise it as a retrieval technique Nod along Not place it

Question 6 of 10

Your team wants to paste customer data into a public AI tool. You…

Stop and check the privacy and confidentiality risk first Feel uneasy and ask around Assume it is probably fine Would not think twice

Question 7 of 10

Asked to judge whether an AI wrote something well, you look at…

Accuracy, sources, and whether the claims hold up Whether it reads smoothly and makes sense Whether it sounds confident I take it at face value

Question 8 of 10

"Training data" is mentioned in a report. You understand it as…

The examples a model learned from, and why they shape its bias The data used to build the model Something technical about AI Not sure

Question 9 of 10

You are asked to pick a tool for a task. You…

Match the tool to the job and know each one's strengths Have a couple of tools I trust Use whatever is popular Wait for someone to tell me

Question 10 of 10

A colleague asks you to explain how AI "knows" things. You…

Can give a clear, plain answer without hand-waving Can give the gist Would struggle to put it in words Could not

Answer every question to see your level.

Micro-learning that makes people comfortable with AI. Sixty seconds a concept.

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