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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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The Developer's Guide to AI Code Review Tools That Don't Lock You In

The Developer's Guide to AI Code Review Tools That Don't Lock You In

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8 min read
The Developer's Guide to AI Translation Without Going Broke

The Developer's Guide to AI Translation Without Going Broke

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8 min read
Running Chinese LLMs at Scale: A Cloud Architect's Notes

Running Chinese LLMs at Scale: A Cloud Architect's Notes

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9 min read
Building BookVerse AI: An Intelligent Book Recommendation System

Building BookVerse AI: An Intelligent Book Recommendation System

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1 min read
A Chinese 8B model beat the Western 8B models at Japanese RAG. I still wouldn't put it in the default deployment — and that distinction is the point.

A Chinese 8B model beat the Western 8B models at Japanese RAG. I still wouldn't put it in the default deployment — and that distinction is the point.

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4 min read
Claude just passed ChatGPT in US business spend — and Claude Code agents start billing separately

Claude just passed ChatGPT in US business spend — and Claude Code agents start billing separately

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2 min read
Why I Stopped Using ChatGPT for Product Research — Claude Does This Better

Why I Stopped Using ChatGPT for Product Research — Claude Does This Better

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6 min read
I Built a Neural Network's First Neuron From Scratch — the 1958 Perceptron

I Built a Neural Network's First Neuron From Scratch — the 1958 Perceptron

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2 min read
I Trained a Machine-Learning Model From Scratch in 40 Lines (No scikit-learn)

I Trained a Machine-Learning Model From Scratch in 40 Lines (No scikit-learn)

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2 min read
I'm 18 and I Built a Neuron-Like Memory System for AI

I'm 18 and I Built a Neuron-Like Memory System for AI

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3 min read
I designed a 67-module AI/ML doctoral curriculum for my ADHD brain — here's the architecture

I designed a 67-module AI/ML doctoral curriculum for my ADHD brain — here's the architecture

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3 min read
Free students, paid teachers: how cheap LLMs learn from expensive ones

Free students, paid teachers: how cheap LLMs learn from expensive ones

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2 min read
Building an On-Device Training Strategy for Personalized iOS Apps

Building an On-Device Training Strategy for Personalized iOS Apps

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3 min read
Don't Do Your Taxes at a Party

Don't Do Your Taxes at a Party

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5 min read
Why Prompts Fail in Production (and the 4 Failure Vectors)

Why Prompts Fail in Production (and the 4 Failure Vectors)

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4 min read
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