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


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

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

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

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

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

Explore practical AI uses for law firms, compare buying and building, and choose a first workflow with source checks, staff ownership and measurable value.

Design AI legal document review around source registers, issue tags and contract comparisons, with separate checks for privilege and authorised disclosure.
Use AI-assisted conveyancing workflows to track documents, pre-contract enquiries and reviewed updates without automating legal or transaction decisions.

Design criminal-defence client intake around urgent contact, named staff acceptance and failed-contact escalation, using the firm’s actual arrangements.

Build an AI-assisted criminal disclosure register and chronology with page references, conflicting dates and a synthetic review pack for solicitor checking.

Organise employment evidence with attributed events, linked allegations and policy versions. Keep findings, legal interpretation and advice with the reviewer.

Use AI to organise family-law financial disclosure, track missing statements and preserve source references. Keep document review and bundle approval separate.