The moment we stopped understanding AI AlexNet

Thanks to KiwiCo for sponsoring today's video! Go to  and use code WELCHLABS for 50% off your first month of monthly lines and/or for 20% off your first Panda Crate. Activation Atlas Posters! Special thanks to the Patrons: Juan Benet, Ross Hanson, Yan Babitski, AJ Englehardt, Alvin Khaled, Eduardo Barraza, Hitoshi Yamauchi, Jaewon Jung, Mrgoodlight, Shinichi Hayashi, Sid Sarasvati, Dominic Beaumont, Shannon Prater, Ubiquity Ventures, Matias Forti Welch Labs Ad free videos and exclusive perks: Watch on TikTok: @welchlabs Learn More or Contact: Instagram: X: References AlexNet Paper Original Activation Atlas Article- explore here - Great interactive Atlas! Carter, et al., “Activation Atlas“, Distill, 2019. Feature Visualization Article: `Olah, et al., “Feature Visualization“, Distill, 2017.` Great LLM Explainability work: Templeton, et al., “Scaling Monosemanticity: Extracting Interpretable Features from Claude 3 Sonnet“, Transformer Circuits Thread, 2024. “Deep Visualization Toolbox“ by Jason Yosinski video inspired many visuals: Great LLM/GPT Intro paper 3B1Bs GPT Videos are excellent, as always: Andrej Kerpathy's walkthrough is amazing: Goodfellow’s Deep Learning Book OpenAI’s 10,000 V100 GPU cluster (1 exaflop) GPT-3 size, etc: Language Models are Few-Shot Learners, Brown et al, 2020. Unique token count for ChatGPT: GPT-4 training size etc, speculative: Historical Neural Network Videos