Why Context Changes an AI’s Answer (Teach This Topic)
This guide supports a home-educating parent teaching why the same language model can produce different answers when the information around a request… Open Full Article...
context engineering
Why Context Changes an AI’s Answer
How can the same AI give two very different answers to almost the same question? Open Full Article...
Lesson 20: Building Your Professional AI Coding Workflow (Parent Q&A)
This guide explains how the lesson brings AI-assisted coding together into a controlled software-engineering workflow. Open Full Article...
Lesson 20: Building Your Professional AI Coding Workflow (Teach This Topic)
This guide supports a home lesson about using AI coding agents within a controlled software-engineering workflow. Open Full Article...
Lesson 20: Building Your Professional AI Coding Workflow
The case study follows a school library app from an unclear request towards a reliable engineering goal. Open Full Article...
Lesson 19: Verification, Evals and Knowing When the Job Is Finished (Parent Q&A)
This guide explains how the lesson uses verification to judge whether AI-generated work is finished within a defined scope. Open Full Article...
Lesson 19: Verification, Evals and Knowing When the Job Is Finished (Teach This Topic)
This guide supports teaching the lesson on deciding whether AI-generated work is genuinely complete. Open Full Article...
Lesson 19: Verification, Evals and Knowing When the Job Is Finished
Two AI-generated solutions can look equally impressive: both have tidy code, polished screens and confident explanations. Open Full Article...
Lesson 18: Reviewing AI Code and Challenging the Model (Parent Q&A)
This guide explains why AI-generated code needs careful review before acceptance. It distinguishes a working result from sufficient evidence for approval. Open Full Article...
Lesson 18: Reviewing AI Code and Challenging the Model (Teach This Topic)
This guide supports teaching learners to review AI-generated code and the behaviour of the agent that produced it. Open Full Article...