Reflections on “Are You Ready for the AI University? Everything is about to change.” [Latham]

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Are You Ready for the AI University? Everything is about to change. — from chronicle.com by Scott Latham

Over the course of the next 10 years, AI-powered institutions will rise in the rankings. US News & World Report will factor a college’s AI capabilities into its calculations. Accrediting agencies will assess the degree of AI integration into pedagogy, research, and student life. Corporations will want to partner with universities that have demonstrated AI prowess. In short, we will see the emergence of the AI haves and have-nots.

What’s happening in higher education today has a name: creative destruction. The economist Joseph Schumpeter coined the term in 1942 to describe how innovation can transform industries. That typically happens when an industry has both a dysfunctional cost structure and a declining value proposition. Both are true of higher education.

Out of the gate, professors will work with technologists to get AI up to speed on specific disciplines and pedagogy. For example, AI could be “fed” course material on Greek history or finance and then, guided by human professors as they sort through the material, help AI understand the structure of the discipline, and then develop lectures, videos, supporting documentation, and assessments.

In the near future, if a student misses class, they will be able watch a recording that an AI bot captured. Or the AI bot will find a similar lecture from another professor at another accredited university. If you need tutoring, an AI bot will be ready to help any time, day or night. Similarly, if you are going on a trip and wish to take an exam on the plane, a student will be able to log on and complete the AI-designed and administered exam. Students will no longer be bound by a rigid class schedule. Instead, they will set the schedule that works for them.

Early and mid-career professors who hope to survive will need to adapt and learn how to work with AI. They will need to immerse themselves in research on AI and pedagogy and understand its effect on the classroom. 

From DSC:
I had a very difficult time deciding which excerpts to include. There were so many more excerpts for us to think about with this solid article. While I don’t agree with several things in it, EVERY professor, president, dean, and administrator working within higher education today needs to read this article and seriously consider what Scott Latham is saying.

Change is already here, but according to Scott, we haven’t seen anything yet. I agree with him and, as a futurist, one has to consider the potential scenarios that Scott lays out for AI’s creative destruction of what higher education may look like. Scott asserts that some significant and upcoming impacts will be experienced by faculty members, doctoral students, and graduate/teaching assistants (and Teaching & Learning Centers and IT Departments, I would add). But he doesn’t stop there. He brings in presidents, deans, and other members of the leadership teams out there.

There are a few places where Scott and I differ.

  • The foremost one is the importance of the human element — i.e., the human faculty member and students’ learning preferences. I think many (most?) students and lifelong learners will want to learn from a human being. IBM abandoned their 5-year, $100M ed push last year and one of the key conclusions was that people want to learn from — and with — other people:

To be sure, AI can do sophisticated things such as generating quizzes from a class reading and editing student writing. But the idea that a machine or a chatbot can actually teach as a human can, he said, represents “a profound misunderstanding of what AI is actually capable of.” 

Nitta, who still holds deep respect for the Watson lab, admits, “We missed something important. At the heart of education, at the heart of any learning, is engagement. And that’s kind of the Holy Grail.”

— Satya Nitta, a longtime computer researcher at
IBM’s Watson
Research Center in Yorktown Heights, NY
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By the way, it isn’t easy for me to write this. As I wanted AI and other related technologies to be able to do just what IBM was hoping that it would be able to do.

  • Also, I would use the term learning preferences where Scott uses the term learning styles.

Scott also mentions:

“In addition, faculty members will need to become technologists as much as scholars. They will need to train AI in how to help them build lectures, assessments, and fine-tune their classroom materials. Further training will be needed when AI first delivers a course.”

It has been my experience from working with faculty members for over 20 years that not all faculty members want to become technologists. They may not have the time, interest, and/or aptitude to become one (and vice versa for technologists who likely won’t become faculty members).

That all said, Scott relays many things that I have reflected upon and relayed for years now via this Learning Ecosystems blog and also via The Learning from the Living [AI-Based Class] Room vision — the use of AI to offer personalized and job-relevant learning, the rising costs of higher education, the development of new learning-related offerings and credentials at far less expensive prices, the need to provide new business models and emerging technologies that are devoted more to lifelong learning, plus several other things.

So this article is definitely worth your time to read, especially if you are working in higher education or are considering a career therein!


Addendum later on 4/10/25:

U-M’s Ross School of Business, Google Public Sector launch virtual teaching assistant pilot program — from news.umich.edu by Jeff Karoub; via Paul Fain

Google Public Sector and the University of Michigan’s Ross School of Business have launched an advanced Virtual Teaching Assistant pilot program aimed at improving personalized learning and enlightening educators on artificial intelligence in the classroom.

The AI technology, aided by Google’s Gemini chatbot, provides students with all-hours access to support and self-directed learning. The Virtual TA represents the next generation of educational chatbots, serving as a sophisticated AI learning assistant that instructors can use to modify their specific lessons and teaching styles.

The Virtual TA facilitates self-paced learning for students, provides on-demand explanations of complex course concepts, guides them through problem-solving, and acts as a practice partner. It’s designed to foster critical thinking by never giving away answers, ensuring students actively work toward solutions.

 

The 2025 AI Index Report — from Stanford University’s Human-Centered Artificial Intelligence Lab (hai.stanford.edu); item via The Neuron

Top Takeaways

  1. AI performance on demanding benchmarks continues to improve.
  2. AI is increasingly embedded in everyday life.
  3. Business is all in on AI, fueling record investment and usage, as research continues to show strong productivity impacts.
  4. The U.S. still leads in producing top AI models—but China is closing the performance gap.
  5. The responsible AI ecosystem evolves—unevenly.
  6. Global AI optimism is rising—but deep regional divides remain.
  7. …and several more

Also see:

The Neuron’s take on this:

So, what should you do? You really need to start trying out these AI tools. They’re getting cheaper and better, and they can genuinely help save time or make work easier—ignoring them is like ignoring smartphones ten years ago.

Just keep two big things in mind:

  1. Making the next super-smart AI costs a crazy amount of money and uses tons of power (seriously, they’re buying nuclear plants and pushing coal again!).
  2. Companies are still figuring out how to make AI perfectly safe and fair—cause it still makes mistakes.

So, use the tools, find what helps you, but don’t trust them completely.

We’re building this plane mid-flight, and Stanford’s report card is just another confirmation that we desperately need better safety checks before we hit major turbulence.


Addendum on 4/16:

 

Jeremiah 31:33-34

33 “This is the covenant I will make with the people of Israel
    after that time,” declares the Lord.
“I will put my law in their minds
    and write it on their hearts.
I will be their God,
    and they will be my people.
34 No longer will they teach their neighbor,
    or say to one another, ‘Know the Lord,’
because they will all know me,
    from the least of them to the greatest,”
declares the Lord.
“For I will forgive their wickedness
    and will remember their sins no more.”

12 Salvation is found in no one else, for there is no other name under heaven given to mankind by which we must be saved.”

Therefore tell the people: This is what the Lord Almighty says: ‘Return to me,’ declares the Lord Almighty, ‘and I will return to you,’ says the Lord Almighty.

Hebrews 1:3

The Son is the radiance of God’s glory and the exact representation of his being, sustaining all things by his powerful word. After he had provided purification for sins, he sat down at the right hand of the Majesty in heaven.
 

1 Samuel 16:7

7 But the Lord said to Samuel, “Do not consider his appearance or his height, for I have rejected him. The Lord does not look at the things people look at. People look at the outward appearance, but the Lord looks at the heart.”

1 John 4:11

Dear friends, since God so loved us, we also ought to love one another.

Lamentations 3:40

Let us examine our ways and test them,
and let us return to the Lord.

Lamentations 3:22-26

22 Because of the Lord’s great love we are not consumed,
for his compassions never fail.
23 They are new every morning;
great is your faithfulness.
24 I say to myself, “The Lord is my portion;
therefore I will wait for him.”

25 The Lord is good to those whose hope is in him,
to the one who seeks him;
26 it is good to wait quietly
for the salvation of the Lord.

 

Isaiah 25:1

Lord, you are my God; I will exalt you and praise your name, for in perfect faithfulness you have done wonderful things, things planned long ago.

Psalm 139:23-24

23 Search me, God, and know my heart; test me and know my anxious thoughts. 24 See if there is any offensive way in me, and lead me in the way everlasting.

Galatians 5:22-23

But the fruit of the Spirit is love, joy, peace, forbearance, kindness, goodness, faithfulness, gentleness and self-control. Against such things there is no law.

Psalm 29:1-2
A psalm of David.

Ascribe to the Lord, you heavenly beings,
    ascribe to the Lord glory and strength.
Ascribe to the Lord the glory due his name;
    worship the Lord in the splendor of his holiness.

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Students and folks looking for work may want to check out:

Also relevant/see:


 

From DSC:
Two of our small groups at church have been watching The Chosen. The discussions have been deep and valuable. The series gives us a clear picture of the cultural things that were going on when Jesus Christ came into our world, in the flesh. We have grown closer to the LORD and to each other. If you haven’t checked it out, I highly recommend this professionally done video series. The LORD’s fingerprints are all over it!
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Matthew 22:37-39

Jesus replied: “‘Love the Lord your God with all your heart and with all your soul and with all your mind.’ This is the first and greatest commandment. And the second is like it: ‘Love your neighbor as yourself.’

Romans 8:35

Who shall separate us from the love of Christ? Shall trouble or hardship or persecution or famine or nakedness or danger or sword?

Proverbs 17:9

Whoever would foster love covers over an offense, but whoever repeats the matter separates close friends.

Deuteronomy 6: 6-7 

These commandments that I give you today are to be on your hearts. Impress them on your children. Talk about them when you sit at home and when you walk along the road, when you lie down and when you get up.

 2 Corinthians 1:3-4

Praise to the God of All Comfort
3 Praise be to the God and Father of our Lord Jesus Christ, the Father of compassion and the God of all comfort, 4 who comforts us in all our troubles, so that we can comfort those in any trouble with the comfort we ourselves receive from God.


 

The Learning & Development Global Sentiment Survey 2025 — from donaldhtaylor.co.uk by Don Taylor

The L&D Global Sentiment Survey, now in its 12th year, once again asked two key questions of L&D professionals worldwide:

  • What will be hot in workplace learning in 2025?
  • What are your L&D challenges in 2025?

For the obligatory question on what they considered ‘hot’ topics, respondents voted for one to three of 15 suggested options, plus a free text ‘Other’ option. Over 3,000 voters participated from nearly 100 countries. 85% shared their challenges for 2025.

The results show more interest in AI, a renewed focus on showing the value of L&D, and some signs of greater maturity around our understanding of AI in L&D.


 

1 Corinthians 13:4-5 

Love is patient, love is kind. It does not envy, it does not boast, it is not proud. It does not dishonor others, it is not self-seeking, it is not easily angered, it keeps no record of wrongs.

John 3:16

16 For God so loved the world that he gave his one and only Son, that whoever believes in him shall not perish but have eternal life.

John 13:34-35

34 “A new command I give you: Love one another. As I have loved you, so you must love one another. 35 By this everyone will know that you are my disciples, if you love one another.”

 

11 “‘Do not steal.
“‘Do not lie.
“‘Do not deceive one another.

Deuteronomy 6:4-5

4 Hear, O Israel: The Lord our God, the Lord is one. 5 Love the Lord your God with all your heart and with all your soul and with all your strength.

Romans 1:16

16 For I am not ashamed of the gospel, because it is the power of God that brings salvation to everyone who believes: first to the Jew, then to the Gentile.

Psalm 33:4-5

4 For the word of the Lord is right and true; he is faithful in all he does. 5 The Lord loves righteousness and justice; the earth is full of his unfailing love.

13 “‘Do not defraud or rob your neighbor.
“‘Do not hold back the wages of a hired worker overnight.

 

Proverbs 17:3

“The crucible for silver and the furnace for gold, but the Lord tests the heart.”

Proverbs 17:9

“Whoever would foster love covers over an offense, but whoever repeats the matter separates close friends.”

Proverbs 17:15

“Acquitting the guilty and condemning the innocent— the Lord detests them both.”

Psalms 28:7-9

“The Lord is my strength and my shield; my heart trusts in him, and he helps me. My heart leaps for joy, and with my song I praise him. The Lord is the strength of his people, a fortress of salvation for his anointed one. Save your people and bless your inheritance; be their shepherd and carry them forever.”

Psalms 30:8-10

“To you, Lord, I called; to the Lord I cried for mercy: “What is gained if I am silenced, if I go down to the pit? Will the dust praise you? Will it proclaim your faithfulness? Hear, Lord, and be merciful to me; Lord, be my help.””

 

DeepSeek hits the scene — MUCH too early to say how this open-source platform will play out here in the United States. Things are tense between the U.S. and Chian.

10 WILD Deepseek demos — from theneurondaily.com

Over the last week, pretty much everyone in the AI space has been losing their minds over Deepseek R1. The open source community has been loving it, the closed source tech giants have been less than loving it, and even the mainstream media is starting to pick up on how last week’s R1 launch was a big deal

We’ve been trying to understand just how powerful R1 really is, so we rounded up everything we could find that shows off just what this little AI side project can do.

Here’s some WILD demos of what people have done with Deepseek R1 so far:



Is DeepSeek the new DeepMind? — from ai-supremacy.com by Michael Spencer
AI supremacy isn’t just about compute or U.S. leadership, it’s about how you work to make models more efficient and improve their accessibility for everyone.

Over the last week especially but over the last month generally, the AI Zeitgeist is flooding with what DeepSeek’s R1 means for the larger ecosystem and the future of AI as a whole. See some articles I’m reading on DeepSeek here (Google Doc).

It’s an important moment in so far as everything from export controls to AI Infrastructure, to capex spend or AI talent moats are being put into question.



 

Matthew 6:19-21

“Do not store up for yourselves treasures on earth, where moths and vermin destroy, and where thieves break in and steal. But store up for yourselves treasures in heaven, where moths and vermin do not destroy, and where thieves do not break in and steal. For where your treasure is, there your heart will be also.

Psalm 100

A psalm. For giving grateful praise.

Shout for joy to the Lord, all the earth.
    Worship the Lord with gladness;
    come before him with joyful songs.
Know that the Lord is God.
    It is he who made us, and we are his[a];
    we are his people, the sheep of his pasture.

Enter his gates with thanksgiving
    and his courts with praise;
    give thanks to him and praise his name.
For the Lord is good and his love endures forever;
    his faithfulness continues through all generations.

Matthew 7:7-8 

“Ask and it will be given to you; seek and you will find; knock and the door will be opened to you. For everyone who asks receives; the one who seeks finds; and to the one who knocks, the door will be opened.
 
 

Psalm 103:1-2

Of David.
Praise the Lord, my soul; all my inmost being, praise his holy name. Praise the Lord, my soul, and forget not all his benefits—

Hebrews 4:16

16 Let us then approach God’s throne of grace with confidence, so that we may receive mercy and find grace to help us in our time of need.

John 14:1-3

“Do not let your hearts be troubled. You believe in God; believe also in me. My Father’s house has many rooms; if that were not so, would I have told you that I am going there to prepare a place for you? And if I go and prepare a place for you, I will come back and take you to be with me that you also may be where I am.

John 11:21-25

21 “Lord,” Martha said to Jesus, “if you had been here, my brother would not have died. 22 But I know that even now God will give you whatever you ask.”

23 Jesus said to her, “Your brother will rise again.”

24 Martha answered, “I know he will rise again in the resurrection at the last day.”

25 Jesus said to her, “I am the resurrection and the life. The one who believes in me will live, even though they die; 26 and whoever lives by believing in me will never die. Do you believe this?”

Revelation 7:12
…saying:

“Amen!
Praise and glory and wisdom and thanks and honor
and power and strength be to our God for ever and ever.
Amen!”

Seek good, not evil, that you may live. Then the Lord God Almighty will be with you, just as you say he is. Hate evil, love good; maintain justice in the courts. Perhaps the Lord God Almighty will have mercy on the remnant of Joseph.
 
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