The Lattice of Deep Learning
shashank saneMental Models for Modern Deep Learning
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 12 | Founded | 6 months ago | Last Issue | 9 days ago |
| Active | |||||
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latticeofdeeplearning.substack.comLatest Issues
The Pydantic Membrane
The first time I wired an LLM to a function I'd written, I needed three separate things, and I built all three by hand.
I needed a JSON schema to tell the model what arguments my function took. I needed a parser to turn the model's reply i...
Attention from First Principles - 6
You write in your notes:
“The culprit is Harry.”
A few pages later, the story confirms it again.
So you write it again.
And again.
Then the story changes.
It’s not Harry. It’s Hermione.
Now your notes co...
Code Is Cheap Now. Here’s What Actually Matters.
Something shifted in November 2025.
I’ve been building AI agent systems for a while now — contract analytics platforms, hybrid agent-graph execution models, the usual orchestration puzzles. But watching GPT-5.1 and Claude Opus 4.5 cross wh...
Attention from First Principles - 5
You’re taking notes while reading a long book.
Every sentence you read, you faithfully write down.
Nothing is ever erased. Nothing is ever revised.At first, this feels safe. You won’t forget anything.
But a few chapter...
To Invent Is to Choose
In 1945, the French mathematician Jacques Hadamard published a small book with a dry title — The Psychology of Invention in the Mathematical Field — that turned out to be one of the most penetrating investigations into how scientific breakt...
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