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generative-models
2 free lessons tagged generative-models across AI. Each one is a short sequence of focused steps with narration and a five-question quiz at the end — take them in any order, no signup required.
AI
advancedBeyond Text: Multimodal, Safety, and Open Problems
Where discrete diffusion goes after language: unified multimodal models, sequence design in biology, the fixed-length problem nobody has cleanly solved, and why alignment and evaluation both need rebuilding.
9 steps·~14 min
AI
advancedThe Mathematics of Discrete Diffusion
The formal machinery under masked text generation: categorical transition matrices, the kernel choices that were tried and discarded, the variational bound, and the two parameterizations that made the objective trainable at scale.
9 steps·~14 min