This is my 2026 collection of live AI by Hand ✍️ seminars. In each session, I rebuild a frontier AI topic from the ground up, from first principles to the complete picture. Every one comes with the full recording and the Excel workbook, so you can follow along and try it yourself.
1. Manifold-Constrained Hyper Connections (mHC) from DeepSeek (Jan 9, 2026)
2. How Small Models Learn Tool Use (Jan 11, 2026)
3. Generative AI (Jan 11, 2026)
4. Attention (Jan 15, 2026) (free)
5. Google Ironwood TPU: From Bits to HBM (Jan 19, 2026)
6. 9 AI Eval Formulas You Must Know (Jan 24, 2026)
7. Meta Superintelligence Labs vs Facebook AI Research (Jan 30, 2026)
8. Transformer: Six Levels of Understanding (Feb 13, 2026)
9. OpenClaw Seminar (Feb 23, 2026)
10. PPO → DPO → GRPO → Rubrics (Mar 2, 2026)
11. Gemma 4 (May 7, 2026) (free)
12. Qwen 3.6 (May 21, 2026) (free)
13. Kimi 3 (Aug 6, 2026) (free)
