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Attention Teaching Flow tokens, attention, alignment, and output as a staged lesson Attention Teaching Flow tokens, attention, alignment, and output as a staged lesson Source Tokens Transformer Core context yes predict feedback Tokens input words Embed meaning Attend mix signals Aligned? mask + context Softmax scores Output next token