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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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Why more context makes your AI answers worse

Why more context makes your AI answers worse

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4 min read
Repacked QAT Gemma 4 on One TPU v5e: 12B Serves at 675 Tokens per Second

Repacked QAT Gemma 4 on One TPU v5e: 12B Serves at 675 Tokens per Second

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9 min read
PSA: if you're on an Intel hybrid CPU, run Strata's calibrate - it nearly tripled my decode speed (IQ3_S at 256K, 16 GB card)

PSA: if you're on an Intel hybrid CPU, run Strata's calibrate - it nearly tripled my decode speed (IQ3_S at 256K, 16 GB card)

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1 min read
OpenAI tests outcome-based billing, plus two more AI shifts

OpenAI tests outcome-based billing, plus two more AI shifts

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2 min read
What Is Jev AI? TypeSafe's Non-LLM Decision Model

What Is Jev AI? TypeSafe's Non-LLM Decision Model

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5 min read
Anthropic + Nvidia: The $35B AI Cloud Shift

Anthropic + Nvidia: The $35B AI Cloud Shift

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9 min read
On the N100, OpenVINO was not faster. And I almost measured it wrong

On the N100, OpenVINO was not faster. And I almost measured it wrong

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7 min read
I tested 36 AI models for fake packages and found zero

Kaggle Benchmarking Challenge Submission

I tested 36 AI models for fake packages and found zero

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7 min read
"Low-code ML" promised speed. Our deployment took 5 months.

"Low-code ML" promised speed. Our deployment took 5 months.

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2 min read
Meta Muse Spark 1.2 vs Grok 4.6: Autonomous Coding Benchmarks and Developer Workflows

Meta Muse Spark 1.2 vs Grok 4.6: Autonomous Coding Benchmarks and Developer Workflows

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3 min read
Roboflow Playground as a Model Selection Workflow: How to Try, Compare, and Benchmark 130+ Vision Models

Roboflow Playground as a Model Selection Workflow: How to Try, Compare, and Benchmark 130+ Vision Models

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5 min read
Cutting ASR Inference Cost with NVIDIA MPS on Amazon EC2

Cutting ASR Inference Cost with NVIDIA MPS on Amazon EC2

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4 min read
Meet the Builder: How I went from intern to shipping a production RAG assistant

Meet the Builder: How I went from intern to shipping a production RAG assistant

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4 min read
Running Local LLMs with RamaLama and Docker on a Mac: A Hands-On Guide

Running Local LLMs with RamaLama and Docker on a Mac: A Hands-On Guide

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5 min read
Automating Enterprise Sales With Salesgraph: Real ROI, Real Failure Cases

Automating Enterprise Sales With Salesgraph: Real ROI, Real Failure Cases

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5 min read
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