llya Sutskever's Top 30 Reading List for Deep Learning
Around late 2019 to 2020, John Carmack (A legendary programmer, Creator of DOOM) decided to pivot into AGI.
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13 posts Learning is a Planning Problem, Not a Hard Work Problem
I had long known that there is a remarkable figure in the field of deep learning named Andrej Karpathy. Last week, I watched his two-hour video on building...
Building MINST Neural Network only use Numpy
Building a neural network for MNIST digits from scratch using only NumPy requires pulling back the abstractions of modern frameworks. Below is the end-to-end...
2. Building a Dynamic Language in C: From Calculator to Loops
In static programming languages like C, variable types are fixed at compile time (int, double, char). In dynamic programming languages (like Python, Lua, or...
1. Building a Dynamic Language in C: Lexer, Parser, AST
Lexer — source text → token stream Parser — token stream → AST Codegen — AST → assembly (or direct evaluation)
Symbols, Sections, and Relocations - A Practical Linker Tutorial
What Does a Linker Actually Do? A Hands-On Linker Script Experiment
In the Age of AI Coding, How Should Software Developers Improve Themselves?
We hope AI can accelerate productivity and free our hands. But on the other hand, at the current stage, AI/LLMs still cannot reliably complete all coding...
Neural Network Learning - 1. From Linear to Nonlinear
But this neuron is not a biological neuron—it is merely inspired by the brain. A neuron receives multiple inputs (X) and finally outputs a weighted sum.
Detailed Explanation of Web Cross-Origin Resource Sharing (CORS) Issues
Cross-origin issues are a classic topic in web development and one of the most fundamental ones. They commonly occur in projects built with a decoupled...
AI — A New World Revolution
This article pushes back against the dismissive view that “LLMs are just guessing machines.” Language itself is a compressed representation of reality, so...
My First Hardware Project：An STM32 Raspberry Pi Smart Car
This project is a smart-car vision perception and motion control system based on STM32 + Raspberry Pi. It uses a layered upper/lower-computer architecture and...
Remote STM32 Development and Debugging with VSCode + OpenOCD
This article explains how to perform remote debugging and flashing of STM32 microcontrollers in VSCode using OpenOCD, with a Raspberry Pi 5 acting as a...
