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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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Check an 8-GPU Node Before a Multi-Day Training Run

Check an 8-GPU Node Before a Multi-Day Training Run

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23 min read
OpenAI Says AI Models Produced New Results in Mathematics, Computing and Physics

OpenAI Says AI Models Produced New Results in Mathematics, Computing and Physics

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3 min read
We Tested Three Embedding Models for AI Memory. The Wrong Answer Was Already in the Top Five.

We Tested Three Embedding Models for AI Memory. The Wrong Answer Was Already in the Top Five.

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5 min read
Choosing an Open-Source LLM for Our Waste-Sorting Assistant

Choosing an Open-Source LLM for Our Waste-Sorting Assistant

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4 min read
Researchers have found a way to read the hidden thoughts of OpenAI's artificial intelligence

Researchers have found a way to read the hidden thoughts of OpenAI's artificial intelligence

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2 min read
I ranked AI models using only public benchmarks — and stopped publishing scores

I ranked AI models using only public benchmarks — and stopped publishing scores

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1 min read
The same detector is 2nd, 4th, 6th and 17th on one leaderboard

The same detector is 2nd, 4th, 6th and 17th on one leaderboard

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5 min read
A reproducible image-upscaling pipeline with quality checks

A reproducible image-upscaling pipeline with quality checks

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2 min read
GRPO keeps winning the RL-vs-data argument, and LoRA gets a mechanistic audit

GRPO keeps winning the RL-vs-data argument, and LoRA gets a mechanistic audit

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7 min read
PyTorch Low-Level Primitives vs. Agent Framework Abstractions

PyTorch Low-Level Primitives vs. Agent Framework Abstractions

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2 min read
Iterating layers at inference lifts reasoning scores

Iterating layers at inference lifts reasoning scores

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2 min read
Graph Neural Networks: Why Message Passing Works - and Where It Breaks

Graph Neural Networks: Why Message Passing Works - and Where It Breaks

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9 min read
Group Photos by Face in Python: One Album per Person

Group Photos by Face in Python: One Album per Person

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4 min read
H100 vs A100 vs L40S: what to check before renting a cloud GPU

H100 vs A100 vs L40S: what to check before renting a cloud GPU

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2 min read
Inference-time expression controller for a frozen talking-face adapter — prosody stream without training?

Inference-time expression controller for a frozen talking-face adapter — prosody stream without training?

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1 min read
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