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Indústria · Semana 44 de 2026

Educação

O que se debate no setor, para onde dizem que ele vai e o que fazem os que estão à frente.

Empregos e o futuro do trabalho
0,3%
Educação e habilidades
1,5%
Pessoas citadas
21

Gerado por IA Perguntas, posições e ligações nomeadas por um modelo de IA a partir das citações e números desta página. Cada citação é conferida palavra por palavra com a fonte; os números vêm só das pesquisas mostradas. Como estas páginas são feitas

Educação

Mídia

Educação

Opiniões

As perguntas que a área debate e cada lado, nas palavras de quem o defende.

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 de out. de 2026 · de uma transcrição automáticaInformar um problema

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 de out. de 2026 · de uma transcrição automáticaInformar um problema

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 de out. de 2026 · de uma transcrição automáticaInformar um problema

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 de out. de 2026 · de uma transcrição automáticaInformar um problema

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 de out. de 2026 · de uma transcrição automáticaInformar um problema

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 de out. de 2026 · de uma transcrição automáticaInformar um problema

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 de out. de 2026 · de uma transcrição automáticaInformar um problema

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 de out. de 2026 · de uma transcrição automáticaInformar um problema

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 de out. de 2026 · de uma transcrição automáticaInformar um problema

Educação

Emoções

O que pesquisas publicadas contaram ao perguntar a pessoas da área e de seu entorno.

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 respostas · Fonte
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 respostas · Fonte
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%

Pulso

Pulso: o que os leitores dizem

Leitores que responderam, não uma amostra representativa.

Educação · Mastodon · Bluesky

O que as pessoas compartilham

Os links que circulam e quanto se posta sobre o setor esta semana, contados no Mastodon e no Bluesky.

Mais compartilhados esta semana

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

    The New York Times · 523 contas compartilharam · em alta há 2 dias

  2. 2
    Google Will Disable Search for Schools Banning AI

    Forbes · 323 contas compartilharam · em alta há 1 dia

  3. 3
    Google Announces It's Shutting Off Search Engine Access for Schools That Ban AI

    Futurism · 133 contas compartilharam · em alta há 1 dia

Links: os mais compartilhados em servidores do Mastodon, classificados por um modelo de IA. Posts: uma amostra aleatória do Bluesky, classificada por um modelo de IA.

Educação

Direção

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 de out. de 2026 · de uma transcrição automáticaInformar um problema

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 de out. de 2026 · de uma transcrição automáticaInformar um problema

Educação

Metas e visões

Previsões e visões, com quando foram ditas e quando poderão ser verificadas.

  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 de out. de 2026Informar um problema
  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 de out. de 2026 · de uma transcrição automáticaInformar um problema
  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 de out. de 2026 · de uma transcrição automáticaInformar um problema

4 a mais no acompanhamento de previsões Pro

Educação

Confusões

Afirmações comuns e o que as fontes mostram.

Costuma-se dizer

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

O que as fontes mostram

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 de out. de 2026 · de uma transcrição automáticaInformar um problema

Educação

À frente

O que dizem fazer hoje os que estão à frente.

  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 de out. de 2026 · de uma transcrição automáticaInformar um problema
  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 de out. de 2026 · de uma transcrição automáticaInformar um problema
  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 de out. de 2026 · de uma transcrição automáticaInformar um problema
  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 de out. de 2026 · de uma transcrição automáticaInformar um problema
  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 de out. de 2026 · de uma transcrição automáticaInformar um problema

Educação

Temas e indústrias

Onde esta área encontra outros temas, carreiras e indústrias.

Semana 44 de 2026 · 21 pessoas citadas

Educação

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