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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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I Built an AI Agent That Remembers My Entire Codebase (So I Don't Have To)

I Built an AI Agent That Remembers My Entire Codebase (So I Don't Have To)

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2 min read
Why your diffusion model is slow at batch size 1 (and what actually helps)

Why your diffusion model is slow at batch size 1 (and what actually helps)

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4 min read
On-device LLM on iPhone: which runtime is fastest? MLX vs llama.cpp vs LiteRT-LM vs CoreML

On-device LLM on iPhone: which runtime is fastest? MLX vs llama.cpp vs LiteRT-LM vs CoreML

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4 min read
Chapter 9: Single-Head Attention - Tokens Looking at Each Other

Chapter 9: Single-Head Attention - Tokens Looking at Each Other

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9 min read
Real-time object detection on iPhone with YOLO26

Real-time object detection on iPhone with YOLO26

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4 min read
Recurrent Neural Networks

Recurrent Neural Networks

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17 min read
Amazon OpenSearch Vector Search Explained for RAG Systems

Amazon OpenSearch Vector Search Explained for RAG Systems

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10 min read
Adding UI to Google Colab: forms, sliders, buttons and more

Adding UI to Google Colab: forms, sliders, buttons and more

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2 min read
Why I'm Not Building Autonomous Job Search AI (Yet)

Why I'm Not Building Autonomous Job Search AI (Yet)

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6 min read
7 Platforms That Turn Agent Evals Into RL Training Data

7 Platforms That Turn Agent Evals Into RL Training Data

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8 min read
Top 5 Reinforcement Learning Environments

Top 5 Reinforcement Learning Environments

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11 min read
Why the SDLC Is Cracking Under the Weight of AI

Why the SDLC Is Cracking Under the Weight of AI

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5 min read
I Spent 6 Months Trying to See Time in Videos. Here's What Finally Worked.

I Spent 6 Months Trying to See Time in Videos. Here's What Finally Worked.

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3 min read
Misinformation doesn't speak one language. Our tools do.

Misinformation doesn't speak one language. Our tools do.

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2 min read
Claude AI Dev Tools: MCP Server, Blender Connector & Sonnet Evaluation Patterns

Claude AI Dev Tools: MCP Server, Blender Connector & Sonnet Evaluation Patterns

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3 min read
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