Thinking with AI

In this part, you change your objective. You no longer use AI only to produce text. You make it a partner for questioning, decomposition, mapping, traversal, hypothesis generation, evidence gathering, critique, and metacognitive reflection. Your human agency remains central throughout.

Central transition : From obtaining answers to designing cognitive partnership

Use the same baseline whenever possible. By keeping the task stable, you make the effect of each intervention visible. The point is not that every reformulated prompt is universally superior. The point is to show that each design choice produces a different response because it defines a different task.

Baseline prompt

Write a paper on the economic value of beauty in tourism.

Part II · Chapter 18

18. Socratic prompting

Major question

How can AI help me think instead of simply giving me the answer?

Description

Socratic prompting turns the model from an answer generator into a questioning partner. It helps you define terms, expose assumptions, justify claims, face counterexamples, and revise conclusions through a sequence of adapted questions.

I want to develop my own argument about the economic value of beauty in tourism. Do not write the paper for me and do not give me your solution. Act as a Socratic dialogue partner. Ask one question at a time. Begin by questioning what I mean by " beauty" and " economic value. " Then progressively challenge my assumptions, causal claims, evidence, counterarguments, and implications. Adapt each new question to my previous answer. Continue until my argument is sufficiently robust for me to write the paper myself.

Expected impact

Socratic prompting reverses the authority relation: you remain the primary reasoner. Each answer becomes the starting point for a new question, not a conclusion to accept.

Instead of giving me the answer, ask the questions that make me think better.