
Mohsena Ashraf, my PhD student at CU Boulder, leads this series on how to count AI by hand ✍️. Her research is in explainable AI, and her particular interest is cost. How much memory does a transformer layer need? How many tokens are sittin...
Transformer Ops (Jun 23, 2026)
Agent Tokens (Jul 14, 2026)
Loop Engineering (coming soon, Sep 3, 2026)
The third lecture of Counting AI by Hand ✍️ is on September 3.
The first lect...
Transformer Ops (Jun 23, 2026)
Agent Tokens (Jul 14, 2026)
Loop Engineering (coming soon, Sep 3, 2026)
Thank you for attending the second lecture of Counting AI by Hand ✍️, and for...
Transformer Ops (Jun 23, 2026)
Agent Tokens (Jul 14, 2026)
Loop Engineering (coming soon, Sep 3, 2026)
Thank you for attending the first lecture of Counting AI by Hand ✍️. Mohsena a...
Manifold-Constrained Hyper Connections (mHC) from DeepSeek (Jan 9, 2026)
How Small Models Learn Tool Use (Jan 11, 2026)
Generative AI (Jan 11, 2026)
Attention (Jan 15, 2026)
Go...
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The writers behind this newsletter.
Associate Professor of Computer Science
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