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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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What I Gained from Interacting with Shogi AI: The Path to 1st Place in Floodgate and My Approach to Distilled Models

What I Gained from Interacting with Shogi AI: The Path to 1st Place in Floodgate and My Approach to Distilled Models

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3 min read
I Posted My Patent Search AI to Reddit r/LocalLLaMA and Got 65 Upvotes and Over 20 Questions

I Posted My Patent Search AI to Reddit r/LocalLLaMA and Got 65 Upvotes and Over 20 Questions

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5 min read
Why AI Agents Make Different Decisions When They Think It's Real

Why AI Agents Make Different Decisions When They Think It's Real

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10 min read
I Trained Qwen to Talk Like a Pirate 🏴‍☠️ Got It Right Second Time

I Trained Qwen to Talk Like a Pirate 🏴‍☠️ Got It Right Second Time

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9 min read
Understanding Seq2Seq Neural Networks – Part 1: The Seq2Seq Translation Problem

Understanding Seq2Seq Neural Networks – Part 1: The Seq2Seq Translation Problem

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2 min read
Turn Conversation Data into Assets with Gemini API: History Export, RAG, and Streamlit

Turn Conversation Data into Assets with Gemini API: History Export, RAG, and Streamlit

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8 min read
Missing Data in Machine Learning: A Practical Step-by-Step Approach

Missing Data in Machine Learning: A Practical Step-by-Step Approach

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2 min read
When AI Just Makes Stuff Up, And Why That's a Bigger Deal Than You Think

When AI Just Makes Stuff Up, And Why That's a Bigger Deal Than You Think

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5 min read
Measuring Model Hallucinations: When AI Invents Facts

Measuring Model Hallucinations: When AI Invents Facts

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3 min read
Why AI Needs a Control Plane: Building Prompt Tornado

Why AI Needs a Control Plane: Building Prompt Tornado

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3 min read
5 Things Developers Get Wrong About Inference Workload Monitoring

5 Things Developers Get Wrong About Inference Workload Monitoring

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7 min read
Claude 4.6 Opus: Advanced Reasoning or a New Monitoring Nightmare?

Claude 4.6 Opus: Advanced Reasoning or a New Monitoring Nightmare?

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2 min read
I Built an AI That Texts You First: Solving the Cold Start Problem in AI Companions

I Built an AI That Texts You First: Solving the Cold Start Problem in AI Companions

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2 min read
Neural Network Regularization: Fighting Overfitting

Neural Network Regularization: Fighting Overfitting

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4 min read
I Built Invoice Parsing That's 15x Faster (Here's How)

I Built Invoice Parsing That's 15x Faster (Here's How)

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2 min read
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