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.
Tag: #AI
6 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...
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.
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...
