

AI by Hand ✍️ Seminar: Foundation (Transformer)
I'm going to teach you the Transformer!
Guest Industry Expert
Srijanie Dey, Tsavorite Scalable Intelligence
Feburary Seminars
2/5: Meta AI
Guest Expert: Yichen Wang (Meta)
2/12: Transformer
Guest Expert: Srijanie Dey, Tsavorite Scalable Intelligence
2/19: OpenClaw
Guest Expert: Val Andrei Fajardo, LlamaIndex Founding ML Engineer, Author of the Build a Multi-Agent System From Scratch
2/26: PPO->DPO->GRPO->???
Guest Expert: Cameron R. Wolfe, Netflix, Author of Deep Learning Focus
January Seminars
1/29/2026: 9 AI Eval Formulas
1/22/2026: TPU: Google Ironwood from Bits to HBM
1/15/2026: How Small Models Learn Tool Use from AWS
1/8/2026: Manifold-Constrained Hyper Connection (mHC) from DeepSeek
1/8:2026: Introduction to Generative AI
About the Seminar Series
In 2026, I’ve made a personal commitment to teach one live AI seminar every week by hand ✍️.
Foundation: intuition, math, and mental models of core AI concepts, for beginners.
Frontier: research papers, algorithm, and architectures used by frontier models, for advanced AI engineers and researchers.
Live attendance is free.
The recordings and Excel workbooks are available for members of the AI by Hand Academy.