PERSONAL EXPERIMENT
LLM Explorer
Interactive AI-learning experiment
Concept · live demo not yet linked
Why
Familiar AI interfaces can hide concepts such as tokens, context limits and iterative generation.
Question
How can the journey from a prompt to a response become easier to understand?
What I Built
A learning concept organised around prompt, tokenisation, context window, model processing, next-token generation and response. A live demo is not linked yet.
What I Explored
Conceptual explanations, educational sequencing and the boundary between an illustration and an actual model trace.
What I Learned
A teaching visual should make its simplifications clear. This concept does not expose or claim to reproduce proprietary model internals.
- 01Prompt
- 02Tokenisation
- 03Context window
- 04Model processing
- 05Next-token generation
- 06Response
OPEN TO A THOUGHTFUL CONVERSATION
Complex problem?
Let’s make it clearer.
ideas → clarity → impact.