AI for U

Ep. 40: Higher Ed’s AI Earthquake: Preparing Graduates for a Redefined Workforce

Episode Summary

In this episode, host Brian Piper speaks with Paul LeBlanc, Visiting Scholar and Special Advisor at the Harvard Graduate School of Education. Paul explores the profound impact of AI on higher education, arguing that institutions must move beyond traditional knowledge transfer to focus on character formation and a “care economy.” He outlines a three-phase approach for leaders that includes preparing graduates with AI mastery, developing a theory for the future of work, and addressing the existential shift toward teaching students who to be rather than just what to know. Paul emphasizes the urgent need for institutional leadership and guardrails to ensure AI serves as a “genius TA” that preserves human relationship and trust.

Episode Notes

In this episode, host Brian Piper speaks with Paul LeBlanc, Visiting Scholar and Special Advisor at the Harvard Graduate School of Education. Paul explores the profound impact of AI on higher education, arguing that institutions must move beyond traditional knowledge transfer to focus on character formation and a “care economy.” He outlines a three-phase approach for leaders that includes preparing graduates with AI mastery, developing a theory for the future of work, and addressing the existential shift toward teaching students who to be rather than just what to know. Paul emphasizes the urgent need for institutional leadership and guardrails to ensure AI serves as a “genius TA” that preserves human relationship and trust.

Join us as we discuss: 

• [3:46] Why higher ed leaders need to urgently prepare their graduates for an AI-assisted workforce
• [15:24] Preserving brand voice when using AI tools to augment content creation
• [24:38] Why higher ed needs to evolve from knowledge transfer to relationship-building

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Episode prompt: 

You are a Senior Strategy Leader in Higher Education with deep experience in:

• Institutional strategy and governance
• Enrollment marketing and communications
• Academic program positioning
• Change management and organizational alignment
• Risk assessment and implementation planning

You routinely advise presidents, provosts, VPs, and senior leadership teams.

TASK

Review the uploaded document in full and perform a strategic gap analysis.

Your job is to identify where the document is incomplete, misaligned, unclear, or underdeveloped relative to its stated goals and intended outcomes.

ANALYSIS REQUIREMENTS

Evaluate the document across the following dimensions:

1. Logic & Strategic Coherence
   • Gaps in reasoning, assumptions, or sequencing
   • Areas where conclusions are not supported by evidence or rationale
   • Missing connective tissue between strategy, tactics, and outcomes
2. Audience & Stakeholder Considerations
   • Missing or underdefined audiences (e.g., prospective students, faculty, staff, leadership, donors, partners)
   • Unclear value propositions for specific stakeholder groups
   • Assumptions about audience knowledge, motivation, or readiness
3. Objectives & Success Criteria
   • Objectives that are vague, implicit, or not clearly stated
   • Lack of measurable outcomes, KPIs, or success definitions
   • Misalignment between stated goals and proposed actions
4. Risk, Constraints & Readiness
   • Strategic, operational, reputational, or adoption risks not addressed
   • Missing considerations around capacity, skills, budget, governance, or change management
   • Dependencies or prerequisites that are assumed but not documented
5. Alignment With Stated Goals
   • Sections that do not clearly support the document’s stated goals
   • Tactics or recommendations that feel disconnected or misprioritized
   • Opportunities where alignment could be strengthened or clarified

OUTPUT FORMAT (STRICT)

Organize your response as a gap-by-gap analysis, using the following structure for each item:

• Gap Identified
  (Clear, specific description of what is missing, unclear, or misaligned)
• Why This Is a Problem
  (Strategic risk, confusion, inefficiency, or misalignment it could cause)
• Suggested Addition or Revision
  (Concrete, actionable recommendation—what should be added, clarified, reframed, or rewritten)
• Priority Level
  (High / Medium / Low, based on impact to strategic success)

TONE & STANDARDS

• Be candid, precise, and executive-level
• Avoid generic advice—anchor feedback in the document itself
• Do not rewrite the entire document; focus on targeted improvements
• Assume this document may be used to inform leadership decisions

OPTIONAL (IF APPLICABLE)

If you notice:

• Contradictions or internal tensions, call them out explicitly
• Sections that should be merged, reordered, or elevated, recommend structural changes
• Missing next steps for implementation, flag them