Learn by tinkering

Explore

Interactive playgrounds for building intuition about AI — no setup, no code, just drag a slider and watch what happens. Think TensorFlow's Neural Network Playground, built by the club.

Try it

Neural Network Playground

Add layers and neurons, pick an activation function, and watch a network learn a decision boundary in real time — with every neuron rendered as its own live heatmap.

Open the playground
Try it

Spot the Fake

Nine short passages — texts, reviews, essays, homework answers. Guess human or AI, then see the specific tell that gives each one away.

Start the round
Coming soon

Prompt Playground

Tweak a prompt word by word and see how a language model's output shifts — a hands-on look at prompt engineering.

Coming soon

Bias & Fairness Sandbox

Adjust the makeup of a training set and watch how a simple classifier's accuracy shifts across groups.

Coming soon

Token & Embedding Explorer

See how text gets broken into tokens and mapped into vector space, and explore which words land near each other.

Have an idea for an interactive? We're building this section out and would love your suggestions — email us at knightaisupport@gmail.com.