They train the model themselves.
Four hours. A laptop. No prior coding. Leave having trained a language model twice, built an agent that uses tools, and put a website live.
Understand it by building it.
Most AI sessions explain what these tools can do. We open one up. Follow a word through the model, from text to tokens to a prediction.
01 / Choose your room

Conceptual illustration, not model output.
02 / The experimentTrain it twice.
Train it twice.
Learn from both runs.
Participants choose a dataset and train a model. Then they corrupt that same data and train again. They compare the outputs before anyone tells them which is which. The lesson comes from the room, not a slide.
Inside the four hoursGive the room something real to build.
Tell us about your room and we’ll reply with the right format.
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