WE BELIEVE
AI LITERACY IS
NOT OPTIONAL.
IT'S ESSENTIAL.

MODULES

Eight interactive visualizations. Each one dismantles a core concept of how language models work. Click, explore, understand.

CONTEXT WINDOW

Watch how conversation history accumulates and fills the context window with each exchange

TOKENIZER

See text break apart into tokens in real-time and understand how models read language

ATTENTION

Visualize how transformers decide which words to focus on when processing text

EMBEDDINGS

Explore the high-dimensional space where words become mathematical vectors

RAG

Walk through the full Retrieval-Augmented Generation pipeline: ingest, chunk, embed, retrieve, and generate

TOOL CALLS

See what really happens when a model 'uses a tool' — it's just structured text generation

MCP PROTOCOL

The USB port for AI — see how models connect to the outside world through the Model Context Protocol

PROBABILITIES

Peek into the model's mind and see the probability of every possible next word

8MODULES
0PREREQUISITES
∞CURIOSITY