TALAMANA · THE AI LITERACY MAP FOR ARCHITECTURE AND DESIGN · Foundations · AGE 15—17 · FACTUAL · DURABLE
What "model" really means
A model is a trained mathematical function, and the manners come from the app.
The idea
In this field a "model" is not an app you open and not a mind that answers. It is a trained mathematical function: input goes in, a spread of likely outputs comes back. The app around it adds buttons, memory, and manners. Keep model and app separate in your head. That one habit explains a lot of confusing behaviour.
Why it matters
When a tool behaves differently one day, the model may not have changed at all. The app around it may have. Knowing which layer does what tells you where to look.
See it in the studio
Two apps can wrap the same model and feel completely different: one careful, one reckless. The manners come from the app. The ability comes from the model.
Watch for this
Reviews that praise or blame "the AI" without saying which model, which wrapper, which settings. A review like that cannot be checked.
Try it
Find out which model sits inside two AI tools you use. It is usually one search away. You may discover they share one.
Prove it
Explain the difference between a model and the app around it, and name one behaviour that belongs to each.
How it works
The model is the weights: the trained function. Around it sit the sampler, the system prompt, safety layers, memory, and interface. The chatbot-anatomy idea on this map takes that stack apart piece by piece.
What this idea builds on
What this idea opens up
Sources
Open this idea on the map · The complete map · Logika · RBDS AI Lab, India · revised every edition.