code

Yann LeCun states that LLMs are strongest in domains where language is the substrate of reasoning, like math and code, but they are not creative mathematicians, software architects, or computer scientists.

A Twitter post sharing a compact GLSL shader program (fractal/raymarching implementation) by user @YoheiNishitsuji

This article argues that a comprehensive specification is not equivalent to code, because a spec defines a set of possible implementations while code is one concrete instance. It discusses the role of abstraction and why programmers are still needed to write specs even with automated code generation.

This repository is the main open-source repository for the book 'Deep Understanding of AI Agent: Design Principles and Engineering Practice', containing the full text and companion code examples, covering a complete learning path from fundamental concepts to advanced techniques.