Intuitively and Exhaustively Explained
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LLM Routing — Intuitively and Exhaustively Explained
Dynamically Choosing the Right Language Model on Every Query
Nov 22
•
Daniel Warfield
5
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Intuitively and Exhaustively Explained
LLM Routing — Intuitively and Exhaustively Explained
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October 2024
Claude’s Computer Use — Intuitively and Exhaustively Explained
How Anthropic made AI that can control your computer
Oct 25
•
Daniel Warfield
4
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Intuitively and Exhaustively Explained
Claude’s Computer Use — Intuitively and Exhaustively Explained
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September 2024
GPU Accelerated Polars — Intuitively and Exhaustively Explained
Fast Dataframes for Big Problems
Sep 17
•
Daniel Warfield
5
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Intuitively and Exhaustively Explained
GPU Accelerated Polars — Intuitively and Exhaustively Explained
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LangGraph — Intuitively and Exhaustively Explained
Building powerful LLM agents within constraints.
Sep 5
•
Daniel Warfield
14
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Intuitively and Exhaustively Explained
LangGraph — Intuitively and Exhaustively Explained
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August 2024
BERT — Intuitively and Exhaustively Explained
Baking General Understanding into Language Models
Aug 22
•
Daniel Warfield
2
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Intuitively and Exhaustively Explained
BERT — Intuitively and Exhaustively Explained
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AI for the Absolute Novice — Intuitively and Exhaustively Explained
From “I’ve never coded” to making an AI model from scratch
Aug 8
•
Daniel Warfield
13
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Intuitively and Exhaustively Explained
AI for the Absolute Novice — Intuitively and Exhaustively Explained
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July 2024
Multimodal RAG — Intuitively and Exhaustively Explained
Modern RAG for modern models.
Jul 25
•
Daniel Warfield
37
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Intuitively and Exhaustively Explained
Multimodal RAG — Intuitively and Exhaustively Explained
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Multi-Headed Self Attention — By Hand
Hand computing the cornerstone of modern AI
Jul 11
•
Daniel Warfield
3
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Intuitively and Exhaustively Explained
Multi-Headed Self Attention — By Hand
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June 2024
CRAG — Intuitively and Exhaustively Explained
Defining the limits of retrieval augmented generation
Jun 27
•
Daniel Warfield
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Intuitively and Exhaustively Explained
CRAG — Intuitively and Exhaustively Explained
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CUDA for Machine Learning — Intuitively and Exhaustively Explained
Parallelized AI from scratch
Jun 13
•
Daniel Warfield
12
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Intuitively and Exhaustively Explained
CUDA for Machine Learning — Intuitively and Exhaustively Explained
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YOLO — By Hand
A breakdown of the math within YOLO
Jun 6
•
Daniel Warfield
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Intuitively and Exhaustively Explained
YOLO — By Hand
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May 2024
YOLO — Intuitively and Exhaustively Explained
The genesis of the most widely used object detection models.
May 28
•
Daniel Warfield
3
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Intuitively and Exhaustively Explained
YOLO — Intuitively and Exhaustively Explained
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