Artificial Intelligence

Resources

Articles

• A Non-Technical Explanation of ChatGPT - Parand Tony Darugar

• A Non-Technical Explanation of ChatGPT: Deep Learning - Parand Tony Darugar

• Building an LLM from Scratch - Benedict Clarkson

  • Automatic Differentiation

• Competitive programming with AlphaCode - DeepMind

• DeepSeek FAQ - Ben Thompson, Stratechery

• How does ChatGPT work? As explained by the ChatGPT team. - Gergely Orosz

• How LLMs Work, Explained Without Math - Miguel Grinberg

• How to Use AI to Do Stuff: An Opinionated Guide - Ethan Mollick

• LLM Knowledge Dump - Dan Davis

• LLM Visualization - Brendan Bycroft

• Plentiful, high-paying jobs in the age of AI - Noah Smith

• The AI Revolution - Part 1: The Road to Superintelligence - Tim Urban, Wait But Why

• The AI Revolution - Part 2: Our Immortality or Extinction - Tim Urban, Wait But Why

• The Illustrated DeepSeek-R1 - Jay Alammar

• The Illustrated Transformer - Jay Alammar

• The Man Who Tried to Redeem the World with Logic - Amanda Gefter, Nautilus

• Thoughts on the Future of Software Development - Sheshbabu Chinnakonda

• Visualizing A Neural Machine Translation Model - Jay Alammar

• What Is ChatGPT Doing … and Why Does It Work? - Stephen Wolfram

Blogs

• Artificial Intelligence Made Simple

Books

• Artificial Intelligence: A Modern Approach - Stuart Russell, Peter Norvig

• Artificial Intelligence: Foundations of Computational Agents - David L. Poole, Alan K. Mackworth

• GenAI Handbook - William Brown

• The GenAI Guidebook - Ravin Kumar

Courses

• Stanford Artificial Intelligence

Documentaries

• AlphaGo - The Movie - DeepMind

GitHub Repositories

• Anthropic courses

• Awesome ChatGPT Prompts

• Deep-Live-Cam - Real time face swap and one-click video deepfake with only a single image

• FaceFusion - Next generation face swapper and enhancer

• Huge AI-Catalog - A curated list of AI tools, platforms, and resources across various domains

• Large Language Model Course

• Learn to Train and Deploy a Real-Time Financial Advisor

• llm.c - LLM training in simple, raw C/CUDA

Images

Tools

Coding

• Coding assistants

• Aider - AI pair programming in your terminal

• bolt.new

• Cursor - The AI Code Editor

• GitHub Copilot - Your AI pair programmer

General

• ChatGPT - OpenAI

• DeepSeek

• Gemini - Google

• Grok

Reading Lists

• List of papers given to John Carmack by Ilya Sutskever - 2

• The 2025 AI Engineer Reading List - Latent Space

Websites

• AI Valley - The Latest Source of AI Tools & Prompts

• Blackbox AI - The Best Model for Code

• Can I run this LLM? - GPU & Model Compatibility Checker

• CodePal.ai - Generate Code Online with AI

• deeplearning.ai

• fast.ai

• Learn Prompting - Your Guide to Communicating with Artificial Intelligence

• OpenAI ChatGPT

• OpenAI Gym

• OpenAI Sora

• Phind - AI search engine for developers

• Prompt Engineering Guide (GitHub)

• Prompt library - Anthropic

• Spreadsheets are all you need.ai - A low-code way to learn AI

YouTube Videos

• Deep Dive into LLMs like ChatGPT - Andrej Karpathy

  • Notes by Anfal Mushtaq

• Let's build GPT: from scratch, in code, spelled out. - Andrej Karpathy

• Transformers, explained: Understand the model behind GPT, BERT, and T5 - Dale Markowitz

• Understanding Neural Network Architectures with Attention and Diffusion - Michal Karzynski