Embeducation is a web app for middle schoolers that generates word embeddings and plots these in three-dimensional space to show words can be represented by features.

Supervised Polygons helps 6-8 grade students think critically about fairness in AI models by identifying ways that bias can manifest in algorithm-based decisions and exploring user impact.

MIT App Inventor uses block-based coding tools to simplify mobile app development. New blocks simplify Alexa's Skill development and neural network implementation.

This project, supported by a National Science Foundation (NSF) grant, is designed to develop new learning games focused on improving children’s vocabulary and early literacy skills.

We developed a novel cognitive-affective architecture that integrates models of curiosity, understanding of mindsets, and expressive social behaviors to advance the state-of the-art of robot companions.

Children can create artwork using GANPaint in Scratch and learn about GANs.

A project-based summer STEM program for talented high school students.

Zhorai is an artificially intelligence conversational agent through which children grades 3-5 can learn about AI.

Scratch helps kids learn to think creatively, reason systematically, and collaborate.

Primary AI for K-2nd grade introduces early elementary school students to robotics and artificial intelligence.

Data and privacy design activities developed for the Girl Scouts of Eastern MA.

The PopBots Platform is a tool to introduce young children to programming, robotics, and artificial intelligence by allowing them to build and program their own robots.

Primary AI for 3-5th grade introduces upper elementary school students to robotics, artificial intelligence, and design thinking.

4-Steps to Debating technology and AI with your child.

Use Rock Paper Scissors to create a program that allows the machine to observe and learn from its user's game choices using a Markov Model!

Can an app on your phone be your next therapist? This tutorial will show you how to make your own therapist bot app using App Inventor.

This student guide/tutorial shows you how to use the Personal Audio Classifier website to train an audio model using short 1-2 second recordings.

Gizmo is a simple Arduino robot based off of the PopPet robot created by Jaidyn Edwards, and customized for our K-2, 3-5, and 6-8 grade AI curricula.

In this project you are challenged to create your very first own Voice User Interface (VUI) as you build a voice-driven calculator that can do basic arithmetic operations.

Teaching middle school students the practices and ethical implications of creative machine learning techniques, such as GANs and style transfer.

Various extensions to the Scratch programming languages allow students to build AI-enabled projects.

A video series about experts in AI.

Here you will learn how to use the new AI technology PoseNet to track key points of your body to create a skeletal model; develop some basic methods to quantify, measure and identify some dance moves.

Would you like to make your own facial filters? In this tutorial, we will be using facial landmark detection to create a filter camera using a new AI technology called Facemesh.