AssociationAI / AI Literacy
Refraction

Live demo

Beginner

Graph walk lab

Ask a small AI model questions about an association graph, running entirely on your machine. The model reads a text list of the graph, not the picture, and it has to show its work: a WALK section listing the node ids it used. This page highlights that path on the graph so you can check it.

The graph

Interactive association graph Dots are named things (people, companies, events, committees). Lines are named relationships. Click a dot to walk its connections.

Click any dot to walk the graph. Every connection becomes a button.

Sample teaching data. Every person, company, and event here is invented.
See the text list the model reads 
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The model

No model loaded yet.

What can and can't run here

Honest limits first. A browser tab runs small models — roughly half a billion to a few billion parameters, compressed to fit in graphics memory. They read lists and follow formats well. They wander on long chains of reasoning, and they invent when the list goes silent.

Answers about the graph are only as good as the graph: a thin or sloppy NODES and EDGES list gets thin, confident-sounding answers. The highlight is the whole point. A walk you cannot verify against the real connections is not an answer yet.

Download the prompt template

The lab above runs on a short system prompt: the WALK-format instructions plus the rule that only listed nodes and edges count. The template is a plain text file with a worked example, free with your email. Swap in your own NODES and EDGES export and the same check runs on your data.