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Meta AI as a Thinking and Planning Partner

Lesson 3: Multi-Perspective Thinking and Project Planning

Lesson Objectives

By the end of this lesson, students should be able to:

  • Generate diverse stakeholder perspectives using systematic prompting
  • Apply the steel-man technique to opposing arguments
  • Use Meta AI for structured project planning with risk analysis
  • Identify task dependencies and critical path in planning conversations

Lesson Content

Multi-perspective generation.

The natural tendency in planning is to think from your own perspective – your goals, your constraints, your risk tolerance. Meta AI can systematically generate perspectives you would not naturally produce.

"I am considering [plan or decision]. Generate responses to this plan from the perspective of each of the following stakeholders: [list 3-5 relevant stakeholders]. For each: (1) what would be their primary concern, (2) what question would they most want answered before supporting this, and (3) what would it take to bring them on board?"

The steel-man technique.

Most people generate weak versions of opposing arguments – then easily defeat them. The steel-man technique generates the strongest possible version of an argument you disagree with.

"I believe [position]. Generate the strongest possible argument for the opposing position – not a weak version I can easily dismiss, but the most compelling, evidence-grounded case that someone who genuinely disagrees with me would make. Then tell me which elements of that argument I should take seriously even if I still disagree with the overall conclusion."

Project planning with Meta AI.

"Help me plan this project: [describe project]. I need: (1) a sequenced list of major tasks, (2) dependencies between tasks – what must be done before what, (3) the most likely bottlenecks or delays, and (4) the two or three highest-risk tasks I should plan contingencies for."

The dependency question.

The hardest part of project planning is not listing tasks – it is identifying sequence dependencies:

"Of these tasks [list], which ones block other tasks from starting? What is the critical path – the sequence of dependent tasks that determines the minimum project timeline? Which tasks could be done in parallel?"

Stress-testing the plan.

After building a plan:

"This is my project plan: [describe]. Play devil's advocate. What have I underestimated? What dependencies have I missed? What external factors could disrupt the timeline? Be specific – I want real risks, not generic advice about contingency planning."

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