AI Knowledge Hub

5 articles

Topics 5 Paths 1 Resources 4 Reading time 5min

Everything we have learned about AI, written down. Articles, tutorials and technical notes on how models are actually built, evaluated and shipped.

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Tutorial Writing Prompts That Survive Review Intermediate A checklist for turning a vague instruction into a prompt a reviewer can actually verify. 1 min read Sep 28, 2026

Topics

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Getting Started First steps with the hub: how to read it, what to skip, and where to begin. 2 articles Prompt Engineering Shaping model behaviour with instructions, examples, and structure. 1 article 1 subtopic AI Tooling The software around the models: frameworks, runners, and local stacks. 1 article Evals & Quality Measuring what a model actually does, rather than what it sounds like it does. 1 article

Most recent reading

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Glossary Glossary: Context Window Beginner What the term "context window" means, and the two misconceptions it carries. 1 min read Oct 18, 2026 Technical Note Designing a Small Evaluation Set Intermediate Twenty good cases beat two hundred borrowed ones. How to build evals you will actually maintain. 1 min read Oct 14, 2026 Architecture Running a Local Model Stack Advanced What a laptop-sized inference stack actually needs, and what it can safely skip. 1 min read Oct 5, 2026 Tutorial Writing Prompts That Survive Review Intermediate A checklist for turning a vague instruction into a prompt a reviewer can actually verify. 1 min read Sep 28, 2026 Guide How to Read This Hub Beginner The hub is organised by topic, not by feed order. Here is the shortest route through it. 1 min read Sep 16, 2026

Learning paths

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Beginner Your First Week in the Hub The ordered route from "what is this" to writing prompts a reviewer can verify. 3 lessons 3 min total Getting Started

Resources

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Tool Ollama The quickest way to get a model running on your own machine. Ollama Inc. ollama.com