But what is AI?

Research. 31 August 2025. 1 minute read. These are aggregated resources which helps me understand AI more Intuitively.

These are aggregated resources that help me understand AI more Intuitively.

🌀 Its live doc, updated as required.

Single Layer Perceptron, The first AI Model (sort of) ChatGPT is made from 100 million of these [The Perceptron]

Andrej Karpathy’s Zero To Hero Neural Network
Playlist Link

MakeMore BiGram, Multi Layer Perceptron, Character Language Model https://www.youtube.com/watch?v=PaCmpygFfXo

MakeMore Pt. 2
https://www.youtube.com/watch?v=TCH_1BHY58I

AI Overview https://www.youtube.com/watch?v=BUTjcAjfMgY

How LLM Works https://www.0xkato.xyz/how-llms-actually-work/

The moment we stopped understanding AI [AlexNet]
Large Language Models explained briefly
Transformers, the tech behind LLMs | Deep Learning Chapter 5
Deep Dive into LLMs like ChatGPT
Let’s build GPT: from scratch, in code, spelled out.

PyTorch Internals https://blog.ezyang.com/2019/05/pytorch-internals/

Welch Labs Video
https://www.youtube.com/@WelchLabsVideo

The Misconception that Almost Stopped AI [How Models Learn Part 1] https://www.youtube.com/watch?v=NrO20Jb-hy0

What the Books Get Wrong about AI
https://www.youtube.com/watch?v=z64a7USuGX0

The ML Systems Book
https://www.mlsysbook.ai/contents/core/introduction/introduction.html

Tags: tech, research