AI SCIENTIST

Decision Tree Builder

Grades 7-10

Design decision trees from scratch and watch them classify data in real time.

Neural Network Playground

Grades 9-12

Add layers, tweak weights, and visualize how a network learns.

Chatbot Builder

Grades 7-12

Train a rule-based chatbot and see how intent and response design works.

Recommendation Engine

Grades 8-12

Build a cosine-similarity recommender and see how Netflix and Spotify choose what to show you next.

RL Sandbox

Grades 10-12

Train an agent with rewards and punishments. See reinforcement learning in action.

Python Lab

Grades 8-12

308 lessons across 44 modules — write and run real Python in-app (Pyodide), from variables to a machine-learning capstone.

Prompt Lab

Grades 7-12

Experiment with prompts and learn what changes model output.

Pattern Playground

Grades 6-9

Feed in data and let the AI surface patterns the way a model would.

Image Filter Lab

Grades 9-12

Build image filters using convolutions — the same tech behind AI vision.

Sentiment Analyzer

Grades 7-11

Drop in text and see how an AI reads emotion, tone, and intent.

Bias Detective

Grades 8-12

Investigate model outputs to spot hidden bias in training data.

Confusion Matrix

Grades 9-12

Understand true positives, false negatives, and how we grade AI models.

Word Explorer

Grades 9-12

Navigate word embeddings and see how language models map meaning in space.

AI Sketchpad

Grades 6-9

Draw on the canvas and watch an image-recognition model guess what it is — with live confidence scores.

Real or AI?

Grades 6-12

Tell AI-generated writing from human writing — fresh rounds every time you play.

Data Sorter

Grades 6-10

Label training data and see how labels shape what the model learns.