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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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A Cluster Stall Looks Healthy on Every Host. The Cause Is in the Pattern Across Hosts.

A Cluster Stall Looks Healthy on Every Host. The Cause Is in the Pattern Across Hosts.

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9 min read
“Prompt Engineering Is Enough” Is Wrong – Here’s What I Had to Add

“Prompt Engineering Is Enough” Is Wrong – Here’s What I Had to Add

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2 min read
Introduction to RAG for LLMs: Sparse (Lexical) RAG and Dense RAG (Semantic Vector Search)

Introduction to RAG for LLMs: Sparse (Lexical) RAG and Dense RAG (Semantic Vector Search)

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25 min read
Cache-Augmented Generation (CAG): A RAG-less Approach to Document QA

Cache-Augmented Generation (CAG): A RAG-less Approach to Document QA

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4 min read
Face Tracking for Vertical Video: Why It's Harder Than It Looks (And How It Works)

Face Tracking for Vertical Video: Why It's Harder Than It Looks (And How It Works)

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4 min read
How to Migrate Your LLM Pipeline to Gemma 4 Without Breaking Everything

How to Migrate Your LLM Pipeline to Gemma 4 Without Breaking Everything

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5 min read
Face Tracking for Vertical Video: Why It's Harder Than It Looks (And How It Works)

Face Tracking for Vertical Video: Why It's Harder Than It Looks (And How It Works)

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4 min read
Vertex AI Workbench with Terraform: Your ML Workspace on GCP 🔬

Vertex AI Workbench with Terraform: Your ML Workspace on GCP 🔬

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5 min read
770 Experiments to Squeeze 30 tok/s Out of a 35B MoE Model on a $500 GPU

770 Experiments to Squeeze 30 tok/s Out of a 35B MoE Model on a $500 GPU

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8 min read
3 Classifiers, 3 Answers: Why CoT Faithfulness Scores Are Meaningless

3 Classifiers, 3 Answers: Why CoT Faithfulness Scores Are Meaningless

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6 min read
Beyond the Hype: A Developer's Guide to Practical AI Integration

Beyond the Hype: A Developer's Guide to Practical AI Integration

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5 min read
I Added Self-Hosted GPU Training to MetaClaw — Here's How to Train Your AI Agent on Your Own A100s

I Added Self-Hosted GPU Training to MetaClaw — Here's How to Train Your AI Agent on Your Own A100s

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2 min read
ML Hit 99% Accuracy on Yield Prediction — The Factory Floor Ignored It

ML Hit 99% Accuracy on Yield Prediction — The Factory Floor Ignored It

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8 min read
Anthropic Just Turned Claude Into Your Coworker. Then Microsoft Put It Inside Office.

Anthropic Just Turned Claude Into Your Coworker. Then Microsoft Put It Inside Office.

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5 min read
Your AI doesn't know what happened today. Here's how to fix it.

Your AI doesn't know what happened today. Here's how to fix it.

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3 min read
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