Teaching simulation
Token-by-token generation
Inspect candidate tokens, change the temperature, and compare two sequences generated with the same pseudo-random seed.
Open the labWatch the mechanism move
Labs
Small, local experiments that isolate one idea without pretending a teaching model is an X-ray of a real AI system.
Available now
Prepared demonstration
One text, several tokenizations
Compare two fictional vocabularies and see how the same text becomes sequences of different lengths.
Open the labPrepared reasoning
Reproducibility diagnosis
Compare two fictional runs and isolate the roles of context, model, decoding, seed, and numerical environment.
Open the labLocal fictional corpus
Check a claim
Connect claims to evidence and distinguish direct support, contradiction, and insufficient evidence.
Open the labLocal fictional budget
Build a context window
Allocate limited capacity across instructions, conversation, a retrieved document, and the answer.
Open the labTeaching grid
Compose an AI system
Combine a model, interface, tools, memory, and an action loop to compare chatbots and agents.
Open the lab