Interactive instruments
Visual Labs
Compact tools for inspecting the mechanics behind agentic systems.
Softmax, attention, loss, search, and reliability, each lab turns a core idea into something you can adjust and reason about, the same geometry that shows up when building and scaling production agents.
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Representation
Tokenization Embedding
Inspect how text is broken into tokens and embedded for models.
Transformers
Attention
See how transformer attention links tokens through query-key-value structure.