Ampliflow Blog

AI, websites, apps and growth systems

Practical guides for UK operators improving organic visibility, enquiries, automation and the systems behind growth.

How to follow AI on X and GitHub without chasing every launch

Ink drawing of a hand linking a cluster of small rectangular marks to a single open book with a continuous line, on off-white paper.

AI Training4 min read

How to follow AI on X and GitHub without chasing every launch

Build a manageable AI news routine using X, GitHub and primary sources. Trace claims, inspect repositories and decide what deserves a trial.

Documentary photo of a data centre aisle with grey server cabinets, overhead cable trays and a technician walking away under warm strip lighting.

AI Training4 min read

The AI landscape: models, products, hardware and robotics

A dated map of the AI landscape, from frontier models and Chinese developers to NVIDIA, robotics and startups. Learn what each announcement establishes.

Two-colour linocut of a hand arranging small square tiles into a horizontal row, with a few loose tiles above it.

AI Training4 min read

How large language models work, in plain English

Understand tokens, training, inference and context, and why a fluent AI answer can be wrong. A plain-English guide with a worked example.

An adult learner comparing a worksheet with a notebook while a tutor explains a point in a community classroom.

AI Training4 min read

How to learn AI: a practical path from beginner to advanced

Learn AI through tasks you can check. A practical route through the foundations, repeatable workflows and evaluation, with a first project to try.

Paper collage of two simple hall buildings facing each other across a strip of ground, with blank cards between them.

AI Training4 min read

Your first AI project: a research brief you can check

Try a complete beginner AI project using fictional venue information. Compare sources, find unsupported claims and keep evidence of your corrections.