This is my 2025 collection of live AI by Hand ✍️ seminars. In each one, I work through a frontier AI topic step by step, from the fundamentals to the full picture. Every seminar includes the full recording and the Excel workbook, so you can follow along and practice yourself. The six sessions below span the year, from Draw DeepSeek to Gated Attention.
1. Draw DeepSeek (Feb 20, 2025)
2. LLaMA 1 → 2 → 3 → 4 (May 14, 2025)
3. Scaling LLMs by Hand ✍️ in JAX (Aug 13, 2025)
4. GPU by Hand ✍️ Together (Nov 2, 2025)
5. Agent Hallucination (Nov 12, 2025)
6. Gated Attention ~ NeurIPS 2025 Best Paper (Dec 18, 2025)
