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VTE

AI by sector

AI in Education and training

Education is among the most exposed sectors because much of the work —preparing materials, explaining, grading, personalising— overlaps with what AI does. But teaching isn't only transmitting information: it's motivating, mentoring, reading a classroom and holding a relationship. That doesn't transfer to a model. AI changes the teacher's tools; the pedagogical bond stays the core.

What's already happening

  • Generating and adapting materials and exercises in minutes.
  • Conversational tutors that explain and answer questions 24/7.
  • Personalising learning to each student's pace.
  • Assisted grading and feedback on assignments and exams.
  • Administrative support: planning, reports, communication.

Where the line is

AI already does

  • Prepare materials and exercises
  • Explain a concept several ways
  • Give initial feedback on a task
  • Adapt content to each level

Stays human

  • Motivating and sparking curiosity
  • Reading the classroom and the individual
  • Mentoring and the relationship
  • Teaching judgment, not just facts

Key occupations

Open each occupation to see its exposure, what changes and what to do.

What to do: the 3 A's

Automate the routine

Let AI draft materials, adapt exercises and take part of the paperwork. You reclaim prep hours to spend on what only you do: being with your students.

Augment your judgment

Use it as an assistant: to differentiate by level, generate exercise variants, give a first feedback you then refine. You multiply your reach without losing judgment.

Anticipate what's next

Teach what AI makes more important, not less: critical thinking, judgment to use these tools, and the human relationship no automatic tutor replaces.

The number

Education occupations score between 71 and 74 out of 100 on AI exposure (mean ~73): among the most exposed, yet among the hardest to automate at their relational core.

Own aggregation over the AIOE index (Felten et al., 2021) and “GPTs are GPTs” (Eloundou et al., 2024).

Frequently asked questions

Will AI replace teachers?
Not in essence. AI prepares materials and personalises, but the pedagogical relationship, motivation and mentoring don't transfer. It changes how you teach, not the fact that teaching is deeply human.
What if students use AI to do their homework?
It's the new context, not an anomaly. The answer isn't banning but redesigning: assess process and judgment, teach honest AI use, and value what AI can't fake —original thinking and real understanding.
What should a teacher learn to do with AI?
To delegate prep and personalisation to gain time, and to teach students to think with and despite AI. The teacher shifts from information source to guide of judgment.

Your next step

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