From Asking to Structuring: Designing AI Interaction
Participants compare a direct request with a supplied five-phase collaboration process. They learn to shape context, make decisions and judge results through evidence.
AI fundamental
Generation and context
Next-token prediction, probabilistic output, and context as the condition under which generation occurs.
Guiding question
How do request structure and context change the conditions for prediction?
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.
From Structuring to Alignment: Clarifying Before Generating
Participants clarify a task before execution and keep accepted decisions in files. They move from a virtual Markdown workspace to local Python analysis, then use verified results to prepare a report across fresh contexts.