Machine Learning
Machine Learning vs Deep Learning vs LLMs: A Plain-English Guide
The terms are used interchangeably, but they are not the same thing. A clear map of how modern AI fits together — no maths required.
Marcus Reid1 min read
Topic
#Machine Learning
Everything we've published on Machine Learning — 3 articles and counting.
How-To
How to Evaluate an LLM Before You Put It in Production
Public leaderboards will not tell you how a model performs on your task. Build a small, honest evaluation set and let the numbers decide.
Marcus Reid1 min read
Machine Learning
Fine-Tuning vs RAG vs Prompting: Which Should You Use?
Three ways to customise a language model, three very different trade-offs. A decision guide for product teams.
Marcus Reid1 min read