AI at Work Jeopardy
How AI tools work, good prompting, hallucinations, and what never to paste into a chatbot. A free board your team can copy and play with phone buzzers.
6 categories, 30 clues, Final Jeopardy. Everyone buzzes in from their phone.
Hosting opens the presenter screen with a join code for everyone's phones. Either way the board is a copy of your own. Free, no account needed.
Every clue on this board
This page is public, so anyone can read the answers — copy the board and swap a few clues before game day.
How Language Models Work
- $200
Language models read and write text in these small chunks, which can be whole words or pieces of words.
What are tokens?
- $400
Rather than looking facts up, a language model writes by repeatedly predicting this.
What is the next word?
- $600
The maximum amount of text a model can take into account at once is called this.
What is the context window?
- $800
This setting controls how random a model's output is, with lower values giving more predictable text.
What is temperature?
- $1,000
The 2017 paper Attention Is All You Need introduced this neural network architecture.
What is the transformer?
Writing Good Prompts
- $200
Telling the model to act as an experienced editor is assigning it one of these.
What is a role?
- $400
Including a few examples of what you want in the prompt is this kind of prompting.
What is few-shot prompting?
- $600
Telling the model exactly how you want the answer laid out, such as a table or bullet list, specifies this.
What is the output format?
- $800
Asking a model to think step by step is associated with this prompting technique.
What is chain-of-thought?
- $1,000
Splitting a complex task into a sequence of smaller prompts, each feeding the next, is called this.
What is prompt chaining?
Hallucinations
- $200
Before relying on an AI-generated statistic, you should do this against an original source.
What is fact-checking?
- $400
In a 2023 New York case, lawyers were sanctioned for filing a brief with made-up examples of these produced by a chatbot.
What are case citations?
- $600
A model may invent details about events after this date, where its training data ends.
What is the knowledge cutoff?
- $800
This technique reduces made-up answers by having the model fetch relevant documents and answer from them.
What is retrieval-augmented generation?
- $1,000
Keeping a person responsible for reviewing AI output before it is used is known by this phrase.
What is human in the loop?
Protecting Company Data
- $200
Some public AI chatbots may use what you type to improve future models, so never paste in this kind of information.
What is confidential information?
- $400
Before using an AI tool for work, check this company document setting out approved and banned uses.
What is an acceptable use policy?
- $600
This term describes employees using AI tools that IT has not approved or does not know about.
What is shadow AI?
- $800
Names, home addresses and Social Security numbers are examples of this kind of information.
What is personally identifiable information?
- $1,000
This attack hides malicious instructions in content a model reads, such as a webpage or email.
What is prompt injection?
AI Vocabulary
- $200
AI that creates new text, images or audio is called this.
What is generative AI?
- $400
This term describes an AI system that can take actions and complete multi-step tasks on its own, not just chat.
What is an AI agent?
- $600
Models that can handle text, images and audio together are described with this word.
What is multimodal?
- $800
Further training a pretrained model on a smaller, specialized dataset is called this.
What is fine-tuning?
- $1,000
These lists of numbers represent the meaning of words or documents and power semantic search.
What are embeddings?
AI History
- $200
This British mathematician proposed the imitation game in a 1950 paper.
Who was Alan Turing?
- $400
This IBM computer defeated world chess champion Garry Kasparov in a 1997 match.
What is Deep Blue?
- $600
This New Hampshire college hosted the 1956 summer workshop often called the founding event of AI as a field.
What is Dartmouth College?
- $800
Joseph Weizenbaum's 1960s MIT chatbot, which imitated a psychotherapist, was named this.
What is ELIZA?
- $1,000
This DeepMind program defeated Go champion Lee Sedol in 2016.
What is AlphaGo?
Final Jeopardy — AI Vocabulary
This term describes a generative AI model confidently producing false or fabricated information, such as a citation to a source that does not exist.
What is a hallucination?
How to run this board
Generative AI tools have arrived in most workplaces faster than the training has. This board covers the basics of how large language models work, writing a useful prompt, spotting and checking hallucinations, keeping confidential data out of the wrong tools, AI vocabulary, and a short history of the field.
Treat it as an introduction or refresher that sits alongside your organization's AI use policy, not a substitute for it. Edit the data-handling clues to name the tools your company has approved and what may and may not go into them.
A useful house rule for the hallucination column: any team that answers has to say how they would verify the output. That habit is the most valuable thing the game can leave behind.
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