Understanding AI Through Experience
Explore how AI works under the hood and learn why AI literacy matters in today's world. Two focused experiences designed to build real understanding.
LLM Visualization Lab
See how Large Language Models process information in real-time. Watch attention patterns, token flow, and decision-making unfold before your eyes.
Neural Network Processing
Visualize how your input flows through attention layers and transforms into responses.
What You'll Learn
Attention Mechanisms
See how AI models focus on different parts of your input to generate relevant responses.
Token Processing
Understand how text is broken down into tokens and processed through neural networks.
Decision Trees
Watch the model's reasoning process as it decides what to generate next.
Why This Matters
Understanding how AI works helps you use it more effectively and spot when it might be making mistakes.
The Cost of AI Illiteracy
When people don't understand how AI works, they can't spot errors, biases, or manipulation. Learn about the real-world consequences and how to protect yourself.
AI models can generate convincing but false information. Without proper literacy, people may unknowingly spread misinformation or make decisions based on incorrect data.
AI models trained on biased data can produce discriminatory outputs. Without awareness, users may unknowingly perpetuate harmful stereotypes.
Sophisticated AI-generated content can be used for phishing, deepfakes, and other forms of manipulation that are hard to detect without proper training.
Building AI Literacy Skills
The solution isn't to avoid AI, but to understand it. Learn the skills you need to use AI safely and effectively.
Verification Skills
Learn to fact-check AI outputs and verify information from reliable sources.
Pattern Recognition
Develop the ability to spot AI-generated content and identify potential biases.
Critical Thinking
Apply structured thinking to evaluate AI outputs and make informed decisions.
Ready to Learn?
Start your AI literacy journey with hands-on challenges that build real skills for the AI age.