The Lineage7 October 2025 · 16 minsNeural-Network-History Matrix-Multiplication Perceptrons Backpropagation Transformer-Architecture Large-Language-ModelsHow 80 years of matrix multiplication — from a 1943 neuron model to trillion-parameter transformers — built the AI reading your contracts