lecture

The AI Reading Series · From Perceptrons to Agents · Lecture 2: From Neurons to Machines That Talk: How Connectionism Conquered Language

Part 2 of the AI reading series. The previous post ended with AlexNet's 2012 earthquake in image recognition. This one tells the road to language: how researchers turned words into vectors, taught networks to read sequences, discovered attention — and why, in 2017, eight Google researchers decided attention was all you need.

By |2026-08-11T11:30:18+00:00August 11, 2026|Categories: Getting Started, theory|Tags: , |0 Comments

The AI Reading Series · From Perceptrons to Agents · Lecture 1: Where Machine Learning Came From — Reading Cardon’s Neurons Spike Back

The first in a reading series taking you from the artificial neuron of 1943 to today's transformers, mixture-of-experts models and agents. Lecture 1 is a preparatory guide to Cardon, Cointet and Mazières' sociological history of AI, with reading strategy and glossary.

By |2026-08-13T04:52:33+00:00July 24, 2026|Categories: Getting Started, theory|Tags: , |0 Comments