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Don’t Be Distracted In 2026

Tools to be Happy In a Digital World

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DeepSeek-R1 — Intuitively and Exhaustively Explained

Feb 3, 2025 • Daniel Warfield

CUDA for Machine Learning — Intuitively and Exhaustively Explained

Jun 13, 2024 • Daniel Warfield

Multimodal RAG — Intuitively and Exhaustively Explained

Jul 25, 2024 • Daniel Warfield

LangGraph — Intuitively and Exhaustively Explained

Sep 5, 2024 • Daniel Warfield

The Intuitively and Exhaustively Explained Series

Apache Spark — Intuitively and Exhaustively Explained

An in depth exploration of modern, large scale data processing

Oct 7, 2025 • Daniel Warfield

AI Generated In-Text Citations — Intuitively and Exhaustively Explained

Knowing where information comes from in LLM-powered applications

Sep 2, 2025 • Daniel Warfield

Positional Encoding — Intuitively and Exhaustively Explained

How modern AI understands space and time

Aug 4, 2025 • Daniel Warfield

UV — Intuitively and Exhaustively Explained

A new standard for Python project and package management

Jun 30, 2025 • Daniel Warfield

Agent To Agent Protocol — Intuitively and Exhaustively Explained

An in-depth exploration of modern networking in an AI world

Jun 27, 2025 • Daniel Warfield

The By Hand Series

Transformer XL Positional Encoding —By Hand

A by-hand breakdown of relative positional encoding with content-dependent and global bias terms

Aug 11, 2025 • Daniel Warfield

KV Caching — By Hand

Doing Context Augmented Generation by hand

May 12, 2025 • Daniel Warfield

Graph Convolution — By Hand

Hand Computing A Fundamental Graph ML Approach

Apr 21, 2025 • Daniel Warfield

Multi-Headed Cross Attention — By Hand

Hand computing a fundamental component of multimodal models

Jan 23, 2025 • Daniel Warfield

Multi-Headed Self Attention — By Hand

Hand computing the cornerstone of modern AI

Jul 11, 2024 • Daniel Warfield

Fundamentals

Temperature — Intuitively and Exhaustively Explained

Making AI better by making it slightly worse

Mar 3, 2025 • Daniel Warfield

Neural Networks — Intuitively and Exhaustively Explained

An in-depth exploration of the most fundamental architecture in modern AI

Jan 30, 2025 • Daniel Warfield

AI for the Absolute Novice — Intuitively and Exhaustively Explained

From “I’ve never coded” to making an AI model from scratch

Aug 8, 2024 • Daniel Warfield

YOLO — Intuitively and Exhaustively Explained

The genesis of the most widely used object detection models.

May 28, 2024 • Daniel Warfield

Convolutional Networks — Intuitively and Exhaustively Explained

Unpacking a cornerstone modeling strategy

Oct 26, 2023 • Daniel Warfield

Full Stack

Docker, Kubernetes, and Helm — Intuitively and Exhaustively Explained

An in-depth guide to the technologies powering modern application infrastructure

Dec 11, 2025 • Daniel Warfield

Apache Spark — Intuitively and Exhaustively Explained

An in depth exploration of modern, large scale data processing

Oct 7, 2025 • Daniel Warfield

Off Topic and Opinion Pieces

Don’t Be Distracted In 2026

Tools to be Happy In a Digital World

13 hrs ago • Daniel Warfield

The Best of AI for Free

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