AI by Hand ✍️
Prof. Tom Yeh, Luke YehMath, Algorithms, Architectures, by hand
| Platform |  | Pricing | Freemium | Publishes | Daily |
|---|---|---|---|---|---|
| Issues | 217 | Subscribers | Read | byhand.ai |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
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...
Entropy
Essential AI Math Excel Blueprints
GAN ~ draw by hand
It probably would take NanoBanana 2 less than five seconds to generate an impressive drawing of a Generative Adversarial Network (GAN). But it took Luke, my 15 year-old, almost 3 hours (10800 seconds) to draw this. In computer science term,...
PPO Clipped Policy Loss Algorithm
I’m piloting a new series — Frontier AI Algorithm Blueprints — where I rebuild, from first principles in Python and Excel, the core algorithms that power today’s frontier AI models.
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Authors
The writers behind this newsletter.
Associate Professor of Computer Science
Sophomore at PALY AI expert
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