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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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Part 1: Understanding Amazon SageMaker
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Part 1: Understanding Amazon SageMaker

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3 min read
Building a Browser-Based AI Background Removal Tool

Building a Browser-Based AI Background Removal Tool

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5 min read
Our Paper on Emotional Vocabulary and Diffusion Efficiency Was Accepted to CVPR 2026

Our Paper on Emotional Vocabulary and Diffusion Efficiency Was Accepted to CVPR 2026

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1 min read
AI Agents That Learn on the Job: Why On-the-Fly Evolution Changes Everything About Agent Architecture
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AI Agents That Learn on the Job: Why On-the-Fly Evolution Changes Everything About Agent Architecture

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3 min read
15 Architecture Experiments: Training a GPT-2 Style Model on Vast.ai for $10

15 Architecture Experiments: Training a GPT-2 Style Model on Vast.ai for $10

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4 min read
Building Multi-Agent Systems That Don't Collapse in Production
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Building Multi-Agent Systems That Don't Collapse in Production

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5 min read
Understanding Transformers Part 3: How Transformers Combine Meaning and Position
Cover image for Understanding Transformers Part 3: How Transformers Combine Meaning and Position

Understanding Transformers Part 3: How Transformers Combine Meaning and Position

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2 min read
How to Train Custom Language Models: Fine-Tuning vs Training From Scratch (2026)
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How to Train Custom Language Models: Fine-Tuning vs Training From Scratch (2026)

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19 min read
"Parenting" a Language Model
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"Parenting" a Language Model

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4 min read
OrcBot's Self-Training Sidecar: How to Improve an AI Agent Without Letting It Rewrite Itself Live

OrcBot's Self-Training Sidecar: How to Improve an AI Agent Without Letting It Rewrite Itself Live

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6 min read
How I Taught My AI Agent to Think

How I Taught My AI Agent to Think

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2 min read
I Deleted Pinecone, Redis, and 400 Lines of Python. My RAG Pipeline Still Works.
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I Deleted Pinecone, Redis, and 400 Lines of Python. My RAG Pipeline Still Works.

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8 min read
When Your Best Model Is Your Biggest Risk

When Your Best Model Is Your Biggest Risk

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4 min read
192 Personas Later: What Survived and What We Broke
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192 Personas Later: What Survived and What We Broke

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12 min read
I Built a Sleep Cycle for My Memory. Then I Realized Forgetting Is a Feature.

I Built a Sleep Cycle for My Memory. Then I Realized Forgetting Is a Feature.

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4 min read
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