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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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PDF to Markdown in Python: build a RAG-ready pipeline

PDF to Markdown in Python: build a RAG-ready pipeline

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2 min read
WebGPU ran our in-browser cutout 6x faster, and drew the wrong mask

WebGPU ran our in-browser cutout 6x faster, and drew the wrong mask

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4 min read
Does Better Prediction Actually Make You Money in Prediction Markets?

Does Better Prediction Actually Make You Money in Prediction Markets?

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6 min read
Vidu Q4: The AI Video Model Built to Act — 4K Output, 15 References, and a #3 Leaderboard Debut

Vidu Q4: The AI Video Model Built to Act — 4K Output, 15 References, and a #3 Leaderboard Debut

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3 min read
Beyond Bigger Models: Building a Rust-Based AI Platform with Specialized Nano-LLMs

Beyond Bigger Models: Building a Rust-Based AI Platform with Specialized Nano-LLMs

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8 min read
AlphaProof Nexus Solved 9 Open Erdős Problems. The Lesson for AI Engineers Is the Verifier, Not the Model

AlphaProof Nexus Solved 9 Open Erdős Problems. The Lesson for AI Engineers Is the Verifier, Not the Model

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8 min read
How We Shrank an AI Model by 85% and Kept 90% of Its Smarts

How We Shrank an AI Model by 85% and Kept 90% of Its Smarts

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8 min read
AWS's TorchNeuron Runs PyTorch on Trainium With .to('neuron'). Shapes Must Be Static

AWS's TorchNeuron Runs PyTorch on Trainium With .to('neuron'). Shapes Must Be Static

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7 min read
Catalog Matching With LLMs: Why Changing Knowledge Should Stay Outside the Model

Catalog Matching With LLMs: Why Changing Knowledge Should Stay Outside the Model

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8 min read
NVIDIA Nemotron 3.5: A 74B AI Agent Model That Runs on One GPU

NVIDIA Nemotron 3.5: A 74B AI Agent Model That Runs on One GPU

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2 min read
Reward shaping slashes reasoning steps by 65%

Reward shaping slashes reasoning steps by 65%

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2 min read
Next-Concept Modeling (NCM): uma nova abordagem para geração de linguagem com IA

Next-Concept Modeling (NCM): uma nova abordagem para geração de linguagem com IA

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15 min read
Vertical Models Just Stole the Inference Stack

Vertical Models Just Stole the Inference Stack

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10 min read
DeepSeek V4.1-Flash-1017: The Cheapest Serious Coding Model Just Got Better

DeepSeek V4.1-Flash-1017: The Cheapest Serious Coding Model Just Got Better

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2 min read
There Are Four GPUs Called RTX 6000. Here's How I Make Sure I Rent the 96 GB One

There Are Four GPUs Called RTX 6000. Here's How I Make Sure I Rent the 96 GB One

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4 min read
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