AI Intelligence Hub
AI Intelligence Hub
We are living through the most significant technological shift since the internet. AI is reshaping law, work, science, power, and knowledge itself — faster than most institutions can track.
This hub exists to make sense of it. To bring together the technology, the companies, the regulation, the safety concerns, the people, and the ideas — in one place, connected, navigable, and honest. It’s a public resource and a personal learning record. It will never be finished, because the field never stops moving.
Start anywhere. Follow the links. The connections between ideas are where the real understanding lives.
The Map
AI Learning Centre
Understand how it works. From first principles through the architecture that powers everything, to practical skills like Prompt Engineering, RAG & Retrieval, and building AI Agents. New: agent harnesses and frameworks — the tools for building autonomous AI.
AI Models
What’s out there. Text models, video generation, voice and speech, image creation, coding models, and multimodal systems. Comparison tables, capabilities, and how to choose. The models are the engines — everything else is the car.
AI Software & Tools
The stack. Languages, frameworks, agent platforms, dev tools, and the infrastructure powering AI applications. What to learn. What to use. How the pieces fit.
AI Companies
Who’s building what. The frontier labs, the open-source movement, the hardware monopoly, the universities producing the research. Market dynamics and competitive landscape.
AI Research
The papers that changed things. The Transformer paper. The scaling laws. Constitutional AI. Annotated, connected, explained. Plus deeper explorations of what’s actually happening inside these systems.
Legal & Compliance
The rules — and who enforces them. The EU AI Act, landmark court cases, what authorities are doing right now, jurisdiction-by-jurisdiction mapping. This section grows every week because the law is scrambling to keep up.
AI Safety & Ethics
Practical and philosophical. Two sides: the real threats happening now — deepfakes, scams, prompt injection — and the deeper questions of alignment, bias, and existential risk. Plus structured learning paths to help you protect yourself, your business, or your code.
Heroes of AI
The people. Geoffrey Hinton persisted for 40 years until the world caught up. Jared Kaplan brought physics rigour to AI scaling. Andrej Karpathy makes the complex approachable. Demis Hassabis used AI to solve biology. Their stories are the story of the field.
News & Timeline
Context. A chronological record from Turing (1950) to today. What’s happening now, what happened before, and how the present connects to the past.
How to Navigate the AI Intelligence hub
This is a graph, not a book. Every page links to related pages. There is no linear order. Follow your curiosity.
Every page stands alone. You don’t need to have read anything else first. If a page assumes knowledge, it links to where you can get it.
The connections are the point. How Embeddings enable RAG & Retrieval. How Training & Fine-Tuning creates the need for AI Alignment. How NVIDIA‘s hardware dominance determines what’s possible for OpenAI, Anthropic, and everyone else. How the EU AI Act constrains what AI Companies can deploy. How Deepfakes connect to Court Rulings, which connect to what authorities do next.
Quick Starts
| You want to… | Start here |
|---|---|
| Understand what ChatGPT actually is | How LLMs Work |
| Build something with AI | RAG & Retrieval → AI Agents → Agent Frameworks |
| Understand the regulations | EU AI Act → Legal & Compliance → Regulator Watch |
| Learn AI from the ground up | Neural Networks → Transformers → Training & Fine-Tuning |
| Know who the key players are | AI Companies → Heroes of AI |
| Understand the risks | AI Security → AI Safety & Ethics → AI Safety Courses |
| See what models exist | AI Models → Video AI Models → Audio & Speech AI |
| Protect yourself from AI threats | AI Scams & Social Engineering → Deepfakes |
| Track the court battles | Court Rulings → NYT v OpenAI → Getty v Stability AI |
| See the big picture | AI Timeline |