Blog
Dropout as Implicit Bagging
Chapter 7 clarified that dropout works so well because it approximates bagging over many thinned networks with shared parameters.
iPad Air M3 11-Inch: First Impressions
For study-heavy workflows, a lightweight iPad Air setup with a keyboard, stand, and Pencil Pro can be a practical laptop replacement.
Making Responsive Images Just Work
Instead of manually managing -sm/-md/-lg assets, I moved to a manifest-driven workflow that reduced duplication and made performance outcomes more consistent.
Everyone Is a Builder Now
Over cocktails, my colleagues and I talked about why AI lowering the barrier to building is a net positive.
Medium and Meaning
A few reflections on building and creating with Codex and Sora.
Structural Reasoning About Deep Networks
Chapter 6 sharpened how I think about architecture as a structural assumption, not just a tuning choice.
Short Review: Deep Learning Part I
Thoughts on the mathematical foundations section of Goodfellow, Bengio, and Courville's Deep Learning textbook.
From Writing Code to Orchestrating Agents
How my AI workflow changed from quick snippets to a practical plan/implement/verify loop.
The 'Boring' Architecture Behind This Blog
How I added a fully static, markdown-based blog to my Next.js portfolio.
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