AI fundamental

Process and co-construction

Decomposition, intermediate artefacts, checkpoints, perspectives and roles; PDCA connects planning, execution, evidence-based evaluation and decisions. Project folders, Markdown context, accepted state and reusable skills support continuity between contributions.

Explanatory foundation

Guiding question

Who can influence which consequential decisions, and which artefact or checkpoint creates control that a single request cannot?

Use observed results to support the explanation. State what the experiment cannot establish.

Related units

Where this fundamental is taught

Open the complete Friday guide for the conceptual input, demonstration, experiment, caveat, and transfer activity.

Unit 05 · Teaching plan

From Answers to Processes: Designing Human-AI Co-Construction

Participants turn a single request into an inspectable process with consequential human decisions. Four cumulative exercises use the same equipment-loan case: introduce three process cuts, make the intermediate artefacts and checkpoints explicit, add reviewing perspectives and roles, then evaluate quality, control and effort. PDCA brings these elements together. A live demonstration shows how project folders, Markdown files and skills support continuity and reuse.

Process and co-constructionSystem literacy