Aabha AI
Articles
Practical explanations with worked examples and questions to try.
6 articles.
AI tools & work · Working method
Turn a vague prompt into a clear task
Give an AI tool enough context to produce something you can inspect. Start by defining the result you need and how you will judge it.
Data & analytics · Explainer
What your data can and cannot tell you
Separate a finding about your records from a claim about other people or what caused the result.
Machine learning · Explainer
Accuracy is not the whole evaluation
A model can get almost every prediction right and still miss the cases you built it to find. Learn to read the errors behind the score.
AI engineering · Explainer
When RAG helps and where it can fail
Retrieval can give an AI answer relevant source material. You still need to check which evidence was found and how the answer used it.
AI engineering · Practical explainer
Before you build an API, write the request contract
Decide what a request must contain, what the server owns and what should happen when the input is unsuitable.
Apply AI · Practical guide
Before You Paste Work Data into AI
Check permission, minimize work data, and choose a safer input before using an AI tool.