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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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Demystifying LLMs: Building a 124M-Parameter Decoder-Only Transformer in PyTorch

Demystifying LLMs: Building a 124M-Parameter Decoder-Only Transformer in PyTorch

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24 min read
PhantomEnvironments: How Fictional Worlds Solve the Agent Training Bottleneck

PhantomEnvironments: How Fictional Worlds Solve the Agent Training Bottleneck

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5 min read
In-browser machine translation: I measured 30 phrases, found 30% wrong in meaning, and changed the engine

In-browser machine translation: I measured 30 phrases, found 30% wrong in meaning, and changed the engine

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2 min read
How to Build a Practical AI Learning Roadmap When You're Starting From Scratch

How to Build a Practical AI Learning Roadmap When You're Starting From Scratch

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8 min read
Tree-sitter e Engenharia de Software AgĂȘntica: Mutação Direta de AST, Semantic Code Diffing e Eliminação de AlucinaçÔes de Sinta

Tree-sitter e Engenharia de Software AgĂȘntica: Mutação Direta de AST, Semantic Code Diffing e Eliminação de AlucinaçÔes de Sinta

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13 min read
Lost in the Middle: My RAG Found the Right Chunk and the LLM Ignored It

Lost in the Middle: My RAG Found the Right Chunk and the LLM Ignored It

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7 min read
TensorFlow.js in the browser: why one new tensor shape cost 8-17 seconds, and how I cut a 40 s freeze

TensorFlow.js in the browser: why one new tensor shape cost 8-17 seconds, and how I cut a 40 s freeze

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2 min read
Can we use a System One model in the browser?

Can we use a System One model in the browser?

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5 min read
What My Spam Classifier Couldn't See: A Beginner's Guide to Word Embeddings

What My Spam Classifier Couldn't See: A Beginner's Guide to Word Embeddings

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5 min read
WaveWash: Clean, Repair, and Dedupe Audio Datasets Before ML Training

WaveWash: Clean, Repair, and Dedupe Audio Datasets Before ML Training

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1 min read
Kling 4.0 Explained: Keyframes, Omni Reference, and What Changed in AI Video

Kling 4.0 Explained: Keyframes, Omni Reference, and What Changed in AI Video

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4 min read
Word Embeddings Explained: From Words to Vectors

Word Embeddings Explained: From Words to Vectors

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7 min read
My AI Was Great at Sorting Complaints... Until “Overflowing” Showed Up

My AI Was Great at Sorting Complaints... Until “Overflowing” Showed Up

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4 min read
Embeding in LNP(lessons-learned)

Embeding in LNP(lessons-learned)

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6 min read
I Was Lost With Word Embeddings, So I Built My First Example

I Was Lost With Word Embeddings, So I Built My First Example

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5 min read
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