18 gifts for teens who love AI

The base for most home AI projects: a real Linux computer for camera, robot and local-model builds. It is cheap, well documented, and backed by a huge community of young makers.

Adds a 40 TOPS accelerator to a Pi 5 so it can run small language and vision models offline. A private AI lab on the desk.

Watch for: Needs a Raspberry Pi 5.

Vision models run right on the camera module itself, so a teen can build object detection without a big computer or a cloud account. A great first real-world AI project.

A Raspberry Pi built into a keyboard: plug it into a monitor and start coding. It makes a good first "own computer" for a tinkerer, with no risk to the family laptop.

A small GPU computer for running real models at home and learning how AI hardware works. It is a big step up from a Raspberry Pi for a teen who is serious about AI.

Watch for: Requires Linux setup and patience.

Arduino's newer board that pairs a Linux computer with a microcontroller on one card, aimed at AI and sensor projects. It suits a teen who already knows Arduino and wants more power.

Watch for: Check current price and memory options on the store page.

An AI vision sensor teens can train with their own models and wire to Arduino or micro:bit robots. It is a fast way to give a homemade robot eyes, and to learn how vision models work.

Build and program a walking robot dog in blocks, Python or Arduino. Add the AI camera module for vision. It is a long, rewarding project with a very cute result.

A compact multi-color 3D printer for printing robot parts, cases and prototypes. It is a real maker tool that pairs well with any of the boards on this list.

Watch for: Hot nozzle and fumes: use in a ventilated space.

A practical, balanced guide to working alongside AI, from a Wharton professor who tests the tools constantly. It helps teens think about using AI for school and work without cheating themselves.

A readable history of how machine learning goes wrong and how researchers try to make it do what we actually mean. Great for a teen who wants the big questions, not just the tools.

A memoir about discovering that face-recognition systems failed on darker-skinned faces, and the campaign that followed. A clear, personal book about bias and responsibility in AI.

Funny, illustrated and accurate about how AI learns and fails, built on real experiments with neural networks. It is a great entry point for younger teens and a good laugh for parents.

A free Harvard course covering search, knowledge, uncertainty, learning and neural networks, with real coding projects. It is rigorous, well taught and looks great on a college application.

Watch for: Assumes some Python; take CS50P first if needed.

A free, no-math-required online course on what AI is and what it can and cannot do. It is a solid start for a teen who is curious but not ready to code.

A free, hands-on course that has learners training real image and language models in the first lessons. It is aimed at people who can already code a little in Python.

A free, self-paced course with interactive visuals on how models train, overfit and get evaluated. Good for a teen who wants to understand the math without a full university course.

Short free courses in Python, machine learning and data, with real datasets and competitions to practice on. It is where many people get their first hands-on data science experience.