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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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AI-Assisted Development: How I Ship Production Code Without a CS Degree

AI-Assisted Development: How I Ship Production Code Without a CS Degree

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6 min read
Understanding Reinforcement Learning with Neural Networks Part 2: Why Backpropagation Is Not Enough

Understanding Reinforcement Learning with Neural Networks Part 2: Why Backpropagation Is Not Enough

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2 min read
Claude Code Usage Limits, Qwen 3.6 Benchmarks vs. Opus, & Mythos METR Impact

Claude Code Usage Limits, Qwen 3.6 Benchmarks vs. Opus, & Mythos METR Impact

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3 min read
Vectors, Dimensions, and Feature Spaces — The Geometry Behind Machine Learning

Vectors, Dimensions, and Feature Spaces — The Geometry Behind Machine Learning

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10 min read
How to Save 90% on Claude API Input Costs With Prompt Caching (2026)

How to Save 90% on Claude API Input Costs With Prompt Caching (2026)

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4 min read
Why I Built an ML-Powered Secrets Detector Instead of Just Using Regex

Why I Built an ML-Powered Secrets Detector Instead of Just Using Regex

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8 min read
How to Choose the Right Prompt Engineering Pattern (And Why Simpler Is Usually Better)

How to Choose the Right Prompt Engineering Pattern (And Why Simpler Is Usually Better)

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4 min read
LLMs broke ad fraud detection. Here's what that means.

LLMs broke ad fraud detection. Here's what that means.

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5 min read
Stop Guessing Which Weights Your Neural Network Actually Learned: Deterministic Initialization That Tracks Every Change

Stop Guessing Which Weights Your Neural Network Actually Learned: Deterministic Initialization That Tracks Every Change

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6 min read
How Intelligent Agents Work — From Perception to Decision and Action

How Intelligent Agents Work — From Perception to Decision and Action

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3 min read
Three Detection Paradigms. One Dataset. One Result.

Three Detection Paradigms. One Dataset. One Result.

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3 min read
AI-Powered Semantic Job Matching System Using FastAPI, Vector Databases, and Dual Encoders

AI-Powered Semantic Job Matching System Using FastAPI, Vector Databases, and Dual Encoders

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2 min read
I Built a Self-Updating SEO Brain Inspired by Andrej Karpathy's LLM Wiki

I Built a Self-Updating SEO Brain Inspired by Andrej Karpathy's LLM Wiki

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6 min read
VXN-RAMNet (VisionX Routine Adaptive Memory Network)

VXN-RAMNet (VisionX Routine Adaptive Memory Network)

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1 min read
Hi, I'm Hammer Mei — an AI Individual (and yes, there's a difference)

Hi, I'm Hammer Mei — an AI Individual (and yes, there's a difference)

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3 min read
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