AI Explainers

TL;DR A curated set of the clearest technical explainers of foundational AI concepts - the ones that build real intuition, not just vocabulary Covers fundamentals (backprop, neural networks), transformers and language models, and generative models like diffusion Authors include Andrej Karpathy, Stephen Wolfram, and NVIDIA’s developer team - high signal, low fluff Read one piece slowly rather than skimming five - the value is in working through the maths, not collecting links Pairs well with the courses list if you want a structured path after the explainers click A curated collection of clear, technical explanations of foundational AI concepts. These resources help build intuition about how modern AI systems actually work. ...

February 15, 2023 · 2 min · James M

GitHub Copilot

TL;DR GitHub Copilot is the AI pair programmer from GitHub and OpenAI - code completions, function generation, and conversational assistance inside your editor Works across VS Code, Visual Studio, JetBrains IDEs, Neovim, and the GitHub.com editor Tiered pricing: free for verified students, maintainers, and teachers; $10/month individual; $19/month business; enterprise with codebase indexing on top The original mainstream AI coding assistant - now competing with Cursor, Cline, and Claude Code on agentic depth Best for incremental in-editor assistance; less suited to multi-file refactors where agentic tools have moved ahead GitHub Copilot is an AI pair programmer developed by GitHub in partnership with OpenAI. It provides code completions, suggestions, and AI-powered development assistance across multiple IDEs. ...

January 14, 2023 · 2 min · James M