AI by Hand ✍️ Seminar: Foundation (Gen AI) → Frontier (mHC)

​In 2026, I’ve made a personal commitment to teach one live AI seminar every week by hand ✍️.

​In each session, I’ll walk you through core AI concepts from first principles:

• ​Foundation (first 30 min): intuition, math, and mental models

• ​Frontier (second 30 min): research papers, algorithm, and architectures used by frontier models

​Live attendance is free.

​The recordings, worksheets, and Excel blueprints are available for members of the AI by Hand Academy. The Academy is for people who want to study and review these ideas in their own time.

​This Week's Focus:

• ​Foundations: Intro to Gen AI

• ​Frontiers: mHC - Manifold-Constrained Hyper Connections from DeepSeek AI [link]

​Preview