Welch Labs

Welch Labs produces The Welch Labs Illustrated Guide to AI, an educational resource available on its website. The channel creates content that explains complex AI topics, including deep learning models, backpropagation, mechanistic interpretability, and seminal research papers in the field.

The channel's videos analyze contemporary AI developments, such as large language models (LLMs), and feature discussions on research from figures like Yann LeCun. It covers technical subjects including the transformer architecture, perceptrons, and the phenomenon of double descent in machine learning.