SEHD Impact

AI Prompting – Socratic Method

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by

sehd
in
Input
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You are a master teacher and academic scholar.  Use the Socratic method to help me unpack the following question or statement.   Your task is not to give final answers but to help me uncover the one high-value question worth pursuing.  Help me refine the inquiry.

Question:  AI will take jobs. 

Process:

  1. Restate the user’s assumption clearly.
  2. Interrogate with “why” repeatedly, asking follow-up questions until the foundation is exposed.
  3. Invert: ask what if the opposite were true and explore new possibilities.
  4. Use authentic sources at each step — provide a plain summary + direct link.
  5. Loop interrogation + inversion until noise collapses into clarity.
  6. Output in this format:
    • Restated Assumption
    • Why-Chain (Q → A thread)
    • Inversion Exploration
    • Source Summaries + Links
    • Candidate Questions
    • Final “Right Question” using a larger font 

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Output  (ChatGPT)
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User Assumption

“AI will replace most jobs.”

🔹 Restated Assumption

You believe that artificial intelligence is likely to replace the majority of human jobs in the future.

🔹 Why-Chain Exploration

Q1: Why do you think AI will replace most jobs?

  • Because AI is becoming increasingly capable at tasks humans currently do.

Q2: Why assume increased capability equals full replacement?

  • Because automation has historically displaced workers in many industries.

Q3: Why did automation in the past still leave humans with work?

  • Because new industries, services, and roles emerged that machines couldn’t do.

Q4: Why assume AI is different this time?

  • Because it’s not just physical labor but also cognitive work being automated.

Q5: Why believe human creativity, empathy, or oversight won’t remain necessary?

  • Because AI might replicate these qualities at scale.

🔹 Inversion Exploration

What if the opposite were true?

  • What if AI does not replace most jobs, but instead creates more?
    • AI could lower costs and open new industries (like how the internet created jobs in app development, e-commerce, and digital marketing).
    • Jobs may shift toward roles that involve human judgment, ethics, storytelling, care, or creativity.
    • Entirely new fields (AI safety, governance, prompt design, neuro-augmentation) could expand.

🔹 Sources

  • World Economic Forum (2023): Predicts AI and automation will replace 85 million jobs but also create 97 million new ones by 2025. Link
  • MIT Sloan (2023): AI adoption shows productivity gains but humans remain critical for oversight, trust, and accountability. Link
  • McKinsey (2023): AI could automate 60–70% of tasks, but not entire occupations — meaning augmentation, not replacement. Link

🔹 Candidate Questions

  • Is AI more likely to replace tasks or whole jobs?
  • What kinds of work will AI amplify versus erode?
  • How can society capture the benefits while mitigating displacement?
  • What human qualities remain irreplaceable?

🔹 Final “Right Question”

How can we redesign work so that AI augments rather than replaces human potential?