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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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Sleep-stage detection is mostly inference. Be honest about it.

Sleep-stage detection is mostly inference. Be honest about it.

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1 min read
Porting a 1,200-line persistent CUDA megakernel to Qwen3-TTS: ~25 ms to first audio chunk

Porting a 1,200-line persistent CUDA megakernel to Qwen3-TTS: ~25 ms to first audio chunk

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3 min read
Conformal intervals under a log transform: the blow-up isn't a back-transform bug

Conformal intervals under a log transform: the blow-up isn't a back-transform bug

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4 min read
I Cut My LLM Bill 40x Without Rewriting a Single Line

I Cut My LLM Bill 40x Without Rewriting a Single Line

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8 min read
The Future of Academic Search: From Keywords to Semantic Understanding

The Future of Academic Search: From Keywords to Semantic Understanding

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3 min read
Classifying Environmental Sounds with CLAP and ONNX Runtime: A 1-NN Evaluation on ESC-50

Classifying Environmental Sounds with CLAP and ONNX Runtime: A 1-NN Evaluation on ESC-50

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5 min read
"arXiv Has One of the Last Truly Open APIs. Here Is How to Build a Paper Monitor on It"

"arXiv Has One of the Last Truly Open APIs. Here Is How to Build a Paper Monitor on It"

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2 min read
The engineering problem hiding inside "AI writes a book"

The engineering problem hiding inside "AI writes a book"

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3 min read
I Built a Research Memory Agent with Cognee—Five API Breaks, One Knowledge Graph, Seven Days

I Built a Research Memory Agent with Cognee—Five API Breaks, One Knowledge Graph, Seven Days

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5 min read
AI Image Upscaling in 2026: What's Real, What's Hype, and What Actually Works

AI Image Upscaling in 2026: What's Real, What's Hype, and What Actually Works

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2 min read
The date format that broke my production AI agent (and the boring fix)

The date format that broke my production AI agent (and the boring fix)

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3 min read
How I deployed a GraphSAGE fraud detection API on AWS EC2

How I deployed a GraphSAGE fraud detection API on AWS EC2

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1 min read
Experiment tracking is a dashboard problem. Until it isn't.

Experiment tracking is a dashboard problem. Until it isn't.

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3 min read
I Spent Two Weeks Testing Chinese AI Models and Got Surprised

I Spent Two Weeks Testing Chinese AI Models and Got Surprised

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8 min read
Enterprise vs Startup AI API: Which Actually Wins?

Enterprise vs Startup AI API: Which Actually Wins?

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9 min read
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