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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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faster-whisper int8 dropped up to 60 s of speech. float32 didn't

faster-whisper int8 dropped up to 60 s of speech. float32 didn't

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5 min read
Evaluating ML-Based Hiring Tools: An Engineer's Checklist

Evaluating ML-Based Hiring Tools: An Engineer's Checklist

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3 min read
NoAdivines: When Valid JSON Still Gets the Order Wrong

Kaggle Benchmarking Challenge Submission

NoAdivines: When Valid JSON Still Gets the Order Wrong

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8 min read
A Beginner’s Guide to Unsupervised Learning in Machine Learning

A Beginner’s Guide to Unsupervised Learning in Machine Learning

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8 min read
96.5% Accurate Spam Filter, and the 58 Spam Messages It Let Through

96.5% Accurate Spam Filter, and the 58 Spam Messages It Let Through

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2 min read
When Hobbyist Communities Push Back on LLMs: Technical Roots, Trade‑offs, and Practical Takeaways

When Hobbyist Communities Push Back on LLMs: Technical Roots, Trade‑offs, and Practical Takeaways

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4 min read
Reef Connects Agent Feedback, Learning and Versioned Delivery

Reef Connects Agent Feedback, Learning and Versioned Delivery

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3 min read
Long context vs RAG

Long context vs RAG

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3 min read
Whistle: A 16.9 MB Speech-to-Text Model That Runs on Any CPU (Hands-On Test)

Whistle: A 16.9 MB Speech-to-Text Model That Runs on Any CPU (Hands-On Test)

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6 min read
Gemma 4 Inference on AWS: Bedrock, SageMaker, GPUs, Inferentia and Trainium Behind One Strands Agent

Gemma 4 Inference on AWS: Bedrock, SageMaker, GPUs, Inferentia and Trainium Behind One Strands Agent

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13 min read
How an eval set is built, and why it rots

How an eval set is built, and why it rots

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10 min read
I put my gaming GPU in front of Claude. It took three-quarters of the calls, and a 22M model beat the lot

I put my gaming GPU in front of Claude. It took three-quarters of the calls, and a 22M model beat the lot

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11 min read
Measuring error in support AI, and what accuracy hides

Measuring error in support AI, and what accuracy hides

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10 min read
Episodic memory boosts visual agents sevenfold

Episodic memory boosts visual agents sevenfold

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2 min read
One-Step Diffusion Refiner Cuts Latency Ninefold

One-Step Diffusion Refiner Cuts Latency Ninefold

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2 min read
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