edwhere AI
Interactive AI education

Learn AI by breaking it.

No slides, no installs. Hands-on labs that run the real algorithms in your browser, so you see how language models work and what fails without each idea.

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Learn LLM

Twelve labs from bigram counts to scaled dot-product attention. Edit the data, watch the algorithm run, then see what breaks without it.

SmoothingWord2VecWordPieceRNNAttention
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All labs

Bigram & Markov Smoothing Evaluation WordNet Word2Vec CBOW Skip-gram Training Word2Vec WordPiece RNN Seq2Seq & beam Scaled attention