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🦙 LLM-Algorithm Arcade

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Welcome to PLIX LLM-Algorithm Arcade! Play and adapt familiar games to learn the FUNdamentals of artificial intelligence!

🥰 Ages 10+ 🕐 30-60 minutes 👩‍👧‍👦 up to 15 Participants 🍎 1–2 Facilitators 🎨 Craft Materials

What We ❤️ About This Activity

LLM Algorithm Arcade introduces learners to foundational AI concepts without using AI. It is playfully and thoughtfully designed to embody machine learning and word vectorization in large language models (LLMs), and can serve as a starting point for AI media literacy.

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Imagine

Activities can be adapted in many ways. Here are some ideas to help you imagine how your activity might look like.

Remix an idea prompt

🖍️ Social Media Toss-up

Doodle your interests and hobbies, guess what other people might like, and toss it at them!

Learn and discuss: how machine learning might predict what you would like on social media

Available in our illustrated game guides

💡 PoeticGPT

Answer questions using only the words from a single poem

Learn and discuss: database biases in machine learning

Available in our illustrated game guides

🧸 Build-a-sentence-bear

Build a sentence together using magnet words, and vote on the next word each time.

Learn and discuss: how word vectorization works in large language models, and how this might affect your trust in AI

Available in our illustrated game guides

🐆 Animal-gorithm Guess the secret categories of animals in this card game

Learn and discuss: embody the process of machine learning algorithms, and wonder about what fits and doesn’t fit

Available in our illustrated game guides

🍏 Apples-to-Apples-to-AI-biases Add bias cards to the decision-making part of the Apples-to-Apples game. Players are invited to guess the bias used.

Learn and discuss: biases that may be invisible in AI responses

✂️ Collage Story-crafting Dataset Using only the images from a single magazine, newspaper, catalog, grocery store flyer, or discarded book, create your own story using the same story prompt as other learners

Learn and discuss: datasets of images and how they might restrict creative outputs

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Prepare

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Gather Materials

Cut & assembled PLIX LLM-Algorithm Arcade zines 1 per participant
Printed LLM-Algorithm Arcade illustrated game guides 1 set per table

For Social Media Toss-up

Paper
Colorful pens, pencils, or markers
Optional: Scissors

For PoeticGPT

Selection of short poems
Paper
Pens, pencils, or markers

For Build-a-sentence-bear

Magnet words
Game pieces

For Animal-gorithm Print and cut our animal card deck or doodle your own dataset deck of illustrated animals, food, or other categories of things

PLIX animal dataset deck, with category ideas Illustrated by PLIX Intern Hailey Harden
plix-animal-database-deck.pdf1 MiB

…or…

Blank cards or cardstock paper cut down the cardstock sheet to 8 cards per sheet, and invite learners to draw their favorite animals on each card!
Colorful pens, pencils, or markers

For Apples-to-Apples-to-AI-biases

Print and cut our bias card deck, or collectively create a set to use

PLIX bias dataset deck …coming soon!

… or…

Blank cards, or cardstock cut down to size
Colorful pens, pencils, or markers

Review and Print Resources

📒
PLIX Zine

PLIX Zines are a supplementary resource for learners and librarians to refer to. Use our guide to cut and assemble them on 8.5x11" paper.

PLIX-LLM-Algorithm-Zine-v1.pdf2.9 MiB
🎲
Illustrated Game Guides

Play along with our illustrated game guides to learn FUNdamental AI concepts, and adapt them for your context!

PLIX LLM-Algorithm Arcade Game Guides v1.pdf817.5 KiB
💡
Remixable Zine

Love our zine, but it doesn’t fit your adaptation of the activity? Remix our zine with this Google Slides template!

🌀 Remixable PLIX LLM-Algorithm Arcade Zine

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Facilitate

Tips

This activity is designed to invite learners of all backgrounds to play together and embody AI concepts. The materials used in this activity are intentionally low-cost and friendly to encourage participants to make changes to these games, mess around, make mistakes, and experiment.

🙋🏼‍♂️ Missing something? Invite learners to add their own cards…

…to the card decks. For example, our animal card deck does not include humans.

➕ We learn from you!

If you’ve used this activity, we would love to hear your tips and reflections so we can grow our collective skill in offering this activity to diverse learners.

💌
Dive deeper…

into creative learning facilitation with our Self-Guided Mini Course. It’ll also help you get started running your first PLIX workshop.

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About PLIX LLM-Algorithm Arcade

This activity is based on MIT STEP Lab’s Kate Moore’s work on Developing AI Literacy (DAILy) curriculum for the Everyday AI professional development project. Learn more at everyday-ai.org

Other ways to engage with PLIX

  • Share your experience running this activity on Twitter or Instagram and tag us @heyplix
PLIX is a project under MIT Open Learning

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