Skip to content
Current Zeitgeist

Coming soon

This part of Current Zeitgeist isn’t open yet. The community is: the world’s topics, and the discussions where people work things out together.

Go to the community

Industry · Week 44, 2026

Education

What the field argues about, where people say it is heading, and what those ahead of the curve are doing.

Jobs and the future of work
0.3%
Education and skills
1.5%
People quoted
21

AI-generated Questions, positions and links named by an AI model from the quotes and figures on this page. Every quote is checked word for word against its source; numbers come only from the surveys shown. How subject pages are made

Education

Media

Education

Opinions

The questions the field argues about, and each side in the words of the people who hold it.

Should education prioritize knowledge or the ability to judge and verify it?

Build knowledge first

Judgment depends on knowledge, so education must provide students with a foundation they can use to assess ideas.

But I don't think it replaces critical reasoning and thinking. And I think this is true for, for universities in many ways.

Andy JassyPresident and CEO, AmazonThe a16z Show, 23 Oct 2026 · from an automatic transcriptReport a problem

To have judgment, you need to have knowledge so that you can actually judge. The second part of this is the K12 piece of it.

Michael HornFuture U Podcast - The Pulse of Higher Ed, 13 Oct 2026 · from an automatic transcriptReport a problem

Certify real learning

Higher education should discern, certify, and evaluate whether learning is real, rather than focus mainly on delivering knowledge.

So is the future of higher ed. The ability to discern, certify and evaluate that the learning is real versus the historical cadence of higher education is about providing the knowledge.

Melik KhouryFuture U Podcast - The Pulse of Higher Ed, 20 Oct 2026 · from an automatic transcriptReport a problem

How should assessment show student learning when AI can do the work?

Raise task difficulty

Set harder problems so students must work beyond the tasks AI can readily do.

We just need to come up with harder problems for students to work through because, you know, AI is going to do the easy stuff.

Jeff SelingoFuture U Podcast - The Pulse of Higher Ed, 13 Oct 2026 · from an automatic transcriptReport a problem

Defend work orally

Let students use AI, but add oral presentations or defenses to show their own understanding.

I still have my students write two papers in my class, but this year I'm adding an oral defense component for the final paper. Not because I tell them to not use AI. I tell them to use it, but they better learn it.

Michael HornFuture U Podcast - The Pulse of Higher Ed, 13 Oct 2026 · from an automatic transcriptReport a problem

We also had to restructure the project a bit, add like oral presentation component to it and bring some more interaction to make sure that essentially we're educating the human, not just testing the capabilities of Claude. Right. Those are very different things.

Justin SolomonOdd Lots, 9 Oct 2026 · from an automatic transcriptReport a problem

Should institutions follow common models or adapt their rules to local strengths?

Adapt to local strengths

Institutions can transfer a decision-making process while setting different rules to fit their distinct strengths and weaknesses.

I think the Process is transferable. I think how an institution lands as to what is centralized, what is decentralized, can be different because every institution has strengths and weaknesses that are not identical.

Melik KhouryFuture U Podcast - The Pulse of Higher Ed, 20 Oct 2026 · from an automatic transcriptReport a problem

Challenge tradition

Institutions should question whether inherited educational practices are necessary and be willing to replace them.

So if we know that we cannot stay here and there's plenty of things that need fixing, let's burn it down and do something that matters and figure out how to use this appropriately.

Titus WintersThe Pragmatic Engineer, 29 Oct 2026 · from an automatic transcriptReport a problem

We all kind of just assumed that what was tradition was regulation. We all assumed that what is doctrine, if you will, what is somehow the only way to do education?

Melik KhouryFuture U Podcast - The Pulse of Higher Ed, 20 Oct 2026 · from an automatic transcriptReport a problem

Education

Emotions

What published surveys counted when they asked people in and around the field.

Full-time UK undergraduatesUse generative AI to help with assessed work
  1. Use generative AI for assessed work94%
HEPI and Kortext (survey by Savanta), 2025-12 · 1,054 answered · Source
Full-time UK undergraduatesInclude AI-generated text directly in assessed work
  1. Include AI-generated text directly12%
HEPI and Kortext (survey by Savanta), 2025-12 · 1,054 answered · Source
US parents of K-12 students (RAND survey panels)Greater use of AI will harm students' critical-thinking skills
  1. Agree61%
US school district leaders (RAND survey panels)Greater use of AI will harm students' critical-thinking skills
  1. Agree22%

Pulse

Pulse: what readers say

Readers who answered, not a representative sample.

Education · Mastodon · Bluesky

What people share

The links people pass around and how much they post about the field this week, counted on Mastodon and Bluesky.

Most shared this week

  1. 1
    Google Will Turn Off Search for Schools That Reject A.I.

    The New York Times · 523 accounts shared it · trending 2 days

  2. 2
    Google Will Disable Search for Schools Banning AI

    Forbes · 323 accounts shared it · trending 1 day

  3. 3

Links: most shared on Mastodon servers, filed by subject by an AI model. Posts: a random sample of Bluesky, sorted by an AI model.

Education

Direction

Higher education is being framed less as the delivery of knowledge alone and more as verifying learning, building judgment, and adapting assessment to AI.

So is the future of higher ed. The ability to discern, certify and evaluate that the learning is real versus the historical cadence of higher education is about providing the knowledge.

Melik KhouryFuture U Podcast - The Pulse of Higher Ed, 20 Oct 2026 · from an automatic transcriptReport a problem

To have judgment, you need to have knowledge so that you can actually judge. The second part of this is the K12 piece of it.

Michael HornFuture U Podcast - The Pulse of Higher Ed, 13 Oct 2026 · from an automatic transcriptReport a problem

Education

Goals and visions

Forecasts and visions, with when they were said and when they can be checked.

  1. The next AI divide will not be between students who use a chatbot and students who do not. It will be between students who can ask a system for an answer and students who can decide whether that answer deserves to be trusted.

    Roney Lima do NascimentoIB Diploma Programme mathematics teacher; HEPI blog contributorHEPI blog, 9 Oct 2026Report a problem
  2. So is the future of higher ed. The ability to discern, certify and evaluate that the learning is real versus the historical cadence of higher education is about providing the knowledge.

    Melik KhouryFuture U Podcast - The Pulse of Higher Ed, 20 Oct 2026 · from an automatic transcriptReport a problem
  3. I would rather take big swings and miss than not swing at all. This is the moment for universities like USC to take advantage of the disruption, take advantage of some of the chaos that we're seeing.

    Beong-Soo KimFuture U Podcast - The Pulse of Higher Ed, 27 Oct 2026 · from an automatic transcriptReport a problem

4 more in the Pro forecast tracker

Education

Confusions

Common claims, and what the sources show instead.

Often said

AI use in education is only a question of preventing cheating.

What the sources show

The cited positions also focus on verifying learning, teaching judgment, and designing assessments that reveal human understanding.

So is the future of higher ed. The ability to discern, certify and evaluate that the learning is real versus the historical cadence of higher education is about providing the knowledge.

Melik KhouryFuture U Podcast - The Pulse of Higher Ed, 20 Oct 2026 · from an automatic transcriptReport a problem

Education

Ahead of the curve

What practitioners ahead of the curve say they do now.

  1. Add an oral defense to written work while allowing students to use AI.

    I still have my students write two papers in my class, but this year I'm adding an oral defense component for the final paper. Not because I tell them to not use AI. I tell them to use it, but they better learn it.

    Michael HornFuture U Podcast - The Pulse of Higher Ed, 13 Oct 2026 · from an automatic transcriptReport a problem
  2. Restructure projects with oral presentations and interaction to assess the student rather than the AI system.

    We also had to restructure the project a bit, add like oral presentation component to it and bring some more interaction to make sure that essentially we're educating the human, not just testing the capabilities of Claude. Right. Those are very different things.

    Justin SolomonOdd Lots, 9 Oct 2026 · from an automatic transcriptReport a problem
  3. Give staff time to experiment with language models before setting guidance on their use.

    I had my employees spend an hour a day playing with whatever LLM that they wanted without consequence because I could not have the conversation with them about what is good and what is bad because none of us understood it.

    Melik KhouryFuture U Podcast - The Pulse of Higher Ed, 20 Oct 2026 · from an automatic transcriptReport a problem
  4. Separate rule-setting from evaluation so another group can assess whether the rules work.

    So you get to pick the rules, but a different group gets to evaluate its efficacy. And so then as a result, there's an objective lens to say, okay, this isn't working.

    Melik KhouryFuture U Podcast - The Pulse of Higher Ed, 20 Oct 2026 · from an automatic transcriptReport a problem
  5. Require experiential or immersive opportunities as part of graduation for some majors.

    But it's really, really important for us to be intentional about providing those opportunities to students. In fact, more than half of our majors actually require experiential or immersive experiences as part of the graduation requirements.

    Beong-Soo KimFuture U Podcast - The Pulse of Higher Ed, 27 Oct 2026 · from an automatic transcriptReport a problem

Education

Topics and industries

Where this field meets other topics, careers and industries.

Week 44, 2026 · 21 people quoted

Education

Discussion

Preview: what someone without an account sees hereNext: just signed up →Back to the site

Sign in or create a free account