Collaboration level 4
The collaboration separates construction, critique, revision, verification, and responsible judgment.
Course design relevance
Use explicit conditions of satisfaction and evidence so reflection is more than an instruction to improve.
Related units
Some units use the level as their primary move; others use it as a baseline or supporting collaboration condition.
Participants learn that asking for improvement is not yet a reflection process. They learn to separate construction, judging, revision, and verification; define explicit conditions of satisfaction; and test whether critique produces evidence-backed improvement rather than confident churn.
Participants learn that a plausible AI recommendation does not become a legitimate decision merely because a human approves it. They learn to design and test the decision rights, evidence requirements, escalation routes, and opportunities for contestation that make human responsibility substantive rather than symbolic.