LAI #122: Word Embeddings Started in 1948, Not With Word2Vec

Shannon’s information theory, RoPE by hand, Gemma 4 rankings, and a free writing guide! Good morning, AI enthusiasts! This week, we’re covering what happens when AI labs sit across the table from governments, why most AI-generated writing still sounds the same (and how to fix it), and whether open models like Gemma 4 are ready to be ranked at all. We also cover: A modular framework that goes from raw text to a knowledge graph in one command. The full eight-layer architectural evolution behind systems like ChatGPT, from stateless prompts to agentic assistants.