Labs

Technical experiments, builds, and R&D projects

Building an AI Knowledge Base That Actually Works

Labs Learning - April 2026 This is Part 2 of a two-part series on building AI knowledge bases. Read Part 1: Your AI Knowledge Base Is Only as Good as What You Feed It In the last post, I talked about the data quality problem: how 87% of my AI knowledge base turned out to […]

Your AI Knowledge Base Is Only as Good as What You Feed It

Labs Learning - April 2026 This is Part 1 of a two-part series on building AI knowledge bases. Read Part 2: Building an AI Knowledge Base That Actually Works There's a type of AI system that's becoming increasingly popular in businesses of all sizes. It's called RAG - retrieval-augmented generation - and the basic idea […]

Building a Live Speech to Text AI

One thing you may not know about me is that when I run workshops or live demos for organisations, I always give the organiser explicit permission - twice - to interrupt me. Here's why: I have ADHD. I have it...

Labs: Building a Production-Ready AI Project Manager in 12 Hours

HumanSpark Labs Report: The Spark Project Management Build A real build session: strategic conversation to working system in one evening, with no human code written. This report documents a real build...

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