AI in Practice

Open the folder where your team keeps its saved prompts and find two that do the same job. Then answer the harder…

A system that has read everything sounds like a system that knows everything. Those are two different states, and from the outside…

AI is very good at making your preferred answer sound organized. That is useful for drafting and dangerous for decisions. When money,…

You approve changes from your phone, and so far nothing has gone wrong. That is a real observation, and it deserves a…

A good prompt is not a clever sentence. It is a compact job brief that tells the model what work to perform,…

Generic AI output is usually a context-design problem. The model knows the category in general but not your offer, customer, operating constraints,…

GEO is not a new channel to game. It is the old data-quality problem with a brighter light on it: if your…

To decide who should perform a task, find its last action: the step that makes the work real in a system, in…

You need RAG when an AI workflow must repeatedly answer from a large, private or changing body of approved knowledge that users…