๐Ÿงช The AI Lab Play & learn ยท Class 8
Language ยท Vision ยท Learning

Play with the ideas behind AI

AI isn't magic. It reads words by chopping them into pieces, it "sees" pictures as grids of numbers, and it learns either with a teacher (classification) or all by itself (clustering). Take each idea apart in its own little playground โ€” then see how a real LLM learns and answers.

๐Ÿ—ฃ๏ธ Language โ€” how computers read & write
๐Ÿ—ฃ๏ธ your wordsโ†’ ๐Ÿ”ช tokensโ†’ ๐Ÿงน cleaningโ†’ ๐Ÿ”ข numbersโ†’ ๐Ÿ”ฎ guess nextโ†’ ๐Ÿค– LLM
1๐Ÿ”ช

Tokenization

Chop a sentence into pieces and give each a number.

Play โ†’
2๐Ÿงน

Cleaning words

Stop-words, stemming & lemmatization โ€” words to their roots.

Play โ†’
3๐Ÿ”ข

Word numbers (embeddings)

Turn words into numbers so similar words sit close together.

Play โ†’
4๐Ÿ”ฎ

Guess the next word

The probability game every language model plays.

Play โ†’
โ˜…๐Ÿค–

How an LLM learns vs answers โ€” Training & Inference

The big one. Watch the model learn from text, then write one token at a time.

Open the big lab โ†’
๐Ÿ‘๏ธ Vision โ€” how computers see
5๐Ÿ‘๏ธ

Computer Vision

Draw on a pixel grid, see it as numbers, and slide an edge-finding filter across it โ€” exactly how an image AI's first layer works.

Play โ†’
๐Ÿง  Learning from data โ€” with or without a teacher
6๐Ÿ—‚๏ธ

Classification

Learn from labelled examples, draw a boundary, then sort new things. (Needs a teacher.)

Play โ†’
7๐Ÿช„

Clustering

No labels at all โ€” watch the computer find the groups by itself.

Play โ†’
๐Ÿ’พ Download the whole AI Lab (offline ZIP)

Unzip and double-click index.html โ€” runs with no internet.

The AI Lab ยท made for Class 8 ยท everything here runs in your browser, no internet needed