AI by Hand ✍️
Prof. Tom Yeh, Luke Yeh, Jaime TeevanMath, Algorithms, Architectures, by hand
| Platform |  | Pricing | Freemium | Publishes | Daily |
|---|---|---|---|---|---|
| Issues | 220 | Subscribers | Read | byhand.ai |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
Matmul Flow ~ New Visualization Tool
I built a new interactive tool called MatmulFlow to visualize the dimensions of matrix multiplications.
SwiGLU: The Activation Function Behind Frontier AI
SwiGLU has become a standard activation in many frontier large language models because it increases expressive power without adding much structural complexity. It combines GLU-style input-dependent gating with Swish-style amplification: the...
AI Isn't Human
What becomes possible when we stop comparing AI to ourselves? The answer just might be the difference between automation and transformation. ~ Jaime Teevan
PPO → DPO → GRPO→ Rubrics
In last week’s AI by Hand ✍️ seminar, I talked about reinforcement learning from first principles. I started all the way back from pre-training and inference, before climbing forward through the major evolution stages of the modern RL stack...
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Authors
The writers behind this newsletter.
Associate Professor of Computer Science
Sophomore at PALY AI expert
I’m Jaime Teevan, Chief Scientist and Technical Fellow at Microsoft. I study and build AI for the new future of work. http://teevan.org
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