The resistance to AI in education isn’t really about learning — from medium.com by Peter Shea


A quick comment first from DSC:
Peter Shea gives us some interesting perspectives here. His thoughts should give many of us fodder for our own further reflection.


This reaction underscores a deeper issue: the resistance to AI in education is not truly about learning. It reflects a reluctance to re-evaluate the traditional roles of educators and to embrace the opportunities AI offers to enhance the learning experience.

In order to thrive in the learning ecosystem that will evolve in the Age of AI, the teaching profession needs to do some difficult but essential re-evaluation of their role, in order to better understand where they can provide the best value to learners. This requires confronting some comforting myths and uncomfortable truths.

Problem #2: The Closed World of Academic Culture
In addition, many teachers have spent little time working in non-academic professions. This is especially true for college instructors, who must devote five to seven years to graduate education before obtaining their first full-time position, and thus have little time to explore careers outside academia. This common lack of non-academic work experience heightens the anxiety that educators feel when contemplating the potential impact of generative AI on their work lives.


Also see this related posting:

Majority of Grads Wish They’d Been Taught AI in College — from insidehighered.com by Lauren Coffey
A new survey shows 70 percent of graduates think generative AI should be incorporated into courses. More than half said they felt unprepared for the workforce.

A majority of college graduates believe generative artificial intelligence tools should be incorporated into college classrooms, with more than half saying they felt unprepared for the workforce, according to a new survey from Cengage Group, an education-technology company.

The survey, released today, found that 70 percent of graduates believe basic generative AI training should be integrated into courses; 55 percent said their degree programs did not prepare them to use the new technology tools in the workforce.

 

Researchers develop VR training to tackle racial disparity — from inavateonthenet.net

Researchers at the University of Illinois Urbana-Champaign have developed a VR training system for physicians, aimed at tackling racial and class health disparities.

“Ultimately, this virtual reality training system could become a viable tool for practicing communication with diverse patients across different types of health care professions. “There’s no reason why nurses couldn’t also use this across different health care contexts — not just for Black maternal health, but chronic pain, diabetes or some of these other health issues in which we know that there are disparities based on markers of difference such as race or class”.

Two additional VR training modules are under development, aimed at promoting self-reflection by helping medical students to identify their own biases and learn how to mitigate them. The third module will focus on students practicing intercultural communication skills through interactions with a virtual patient, an approach that is seen by the researchers as more cost-effective than recruiting people for role playing with medical students.

 

From DSC:
I’ve often thought that VR could be used to help us walk in someone else’s shoes….to experience things as THEY experience things.

 

Instructure to be Acquired by KKR for $4.8 Billion — from prnewswire.com

SALT LAKE CITYJuly 25, 2024 /PRNewswire/ — Instructure Holdings, Inc. (NYSE: INST) (“Instructure”), a leading learning ecosystem, today announced that it has entered into a definitive agreement to be acquired by investment funds managed by KKR, a leading global investment firm, for $23.60 per share in an all-cash transaction valued at an enterprise value of approximately $4.8 billion. The per-share purchase price represents a premium of 16 percent over Instructure’s unaffected share price of $20.27 as of May 17, 2024, the last trading day prior to media reports regarding a potential transaction.  KKR, with participation from Dragoneer Investment Group, will acquire all outstanding shares, including those shares owned by Instructure’s existing majority owner, Thoma Bravo, a leading software investment firm, which took the company public in 2021.


Speaking of edtech-related vendors, also see:

 

The Progressive Case for Reforming Higher Ed — from insidehighered.com by Michael D. Smith
Customized, digital education offers a path for progressive reform, Michael D. Smith writes.

That’s the bad news. But there’s good news, too. New digital technologies have arrived during the past decade for delivering instruction and evaluating individual student learning at scale. If we embrace them, they can make real reform possible and allow us to imagine a fairer, more accessible system of higher education—one that will enable us to better serve the many students who are left out of our existing scarcity-based model.

I think it should be to reform our educational system in ways that will benefit society. And with the advent of new digital technologies, we have a once-in-a-generation opportunity to do just that. If we embrace those technologies now, we can democratize access to the knowledge that students from all socioeconomic backgrounds need to discover and develop their talents, and we can make it possible for them to earn the credentials they need to signal their knowledge to employers—all so that they can use their talents to make a difference in the world.

But in the years ahead, thanks to these new technologies, the broader ecosystem that these institutions exist in is going to expand and change dramatically. Gradually, elite residential colleges and universities will lose their dominant place in that ecosystem, and customized digital learning will first disrupt and then come to dominate a new system of higher education—one that reaches more people, and generates greater benefits for society, than ever before.


Enrollment woes hit both private and public colleges in 2023, S&P reports — from highereddive.com by Ben Unglesbee
Analysts with the ratings agency described a “tough year” in the higher ed world as revenue pressures ran into rising costs.

Dive Brief:

  • Fiscal 2023 was a “tough year” for private nonprofit colleges amid a “long trend of weakening demand,” S&P Global Ratings said in a Tuesday report.
  • Median full-time equivalent enrollment at private nonprofits fell 0.8% year over year in fiscal 2023, while retention rates hit a five-year low of 82.4%, according to S&P’s analysis. Given demand pressures and rising costs, institutions in the private nonprofit sector saw five times more credit downgrades than upgrades during the fiscal year.
  • In a separate report on public colleges, S&P analysts said the recently ended fiscal year also tested the financial resilience of those institutions, with median full-time equivalent enrollment falling 0.7% for the sector.

We have to remember all of this as we design more inclusive pathways to promising opportunities. A good job can often include flexible or hybrid working options, but a good job also includes some softer aspects connected to safety, wellbeing, creativity, growth, and the freedom to make choices and make decisions.

Dr. Michelle R. Weise in How Do You Define a Good Job?


President Joe Biden canceled an additional $1.2 billion in student debt for public servants on Thursday, the latest effort to provide loan relief and deliver on one of his signature initiatives. The assistance will affect 35,000 public service workers enrolled in the government’s loan forgiveness program, including nurses, firefighters and teachers. The Education Department has now forgiven $168.5 billion in student debt for 4.76 million Americans. Biden’s more ambitious plan to help Americans increasingly buried for decades under massive educational debt, a $400 billion plan for broad student debt relief, was blocked by the US Supreme Court.

— from Bloomberg.com’s Evening Briefing


Sticker shock: A look at the complicated world of tuition pricing — from highereddive.com by Ben Unglesbee
Despite attention to lofty sticker costs, the practice of discounting has reached new highs, confusing students and straining revenue for institutions.

This spring, the price of college rode the news cycle again as headlines featured an eye-popping $100,000 in attendance costs at Vanderbilt University.

The practice of marking down tuition sticker prices is decades old and comes with few benefits at this point, many experts say. It can mislead students and muddy the conversation around the value of a college education, while for institutions tuition discounting can wear on revenue and finances in a competitive environment.

At the same time, tuition discounting among private nonprofits hit a new high of 56.1% in 2023-24.

“The number that bothers me the most is the increasing costs for the low-income kids,” Levine said. “If you’re making $50,000 or under, you still have to come up with almost $20,000, which is essentially impossible.”


 

 

What aspects of teaching should remain human? — from hechingerreport.org by Chris Berdik
Even techno optimists hesitate to say teaching is best left to the bots, but there’s a debate about where to draw the line

ATLANTA — Science teacher Daniel Thompson circulated among his sixth graders at Ron Clark Academy on a recent spring morning, spot checking their work and leading them into discussions about the day’s lessons on weather and water. He had a helper: As Thompson paced around the class, peppering them with questions, he frequently turned to a voice-activated AI to summon apps and educational videos onto large-screen smartboards.

When a student asked, “Are there any animals that don’t need water?” Thompson put the question to the AI. Within seconds, an illustrated blurb about kangaroo rats appeared before the class.

Nitta said there’s something “deeply profound” about human communication that allows flesh-and-blood teachers to quickly spot and address things like confusion and flagging interest in real time.


Deep Learning: Five New Superpowers of Higher Education — from jeppestricker.substack.com by Jeppe Klitgaard Stricker
How Deep Learning is Transforming Higher Education

While the traditional model of education is entrenched, emerging technologies like deep learning promise to shake its foundations and usher in an age of personalized, adaptive, and egalitarian education. It is expected to have a significant impact across higher education in several key ways.

…deep learning introduces adaptivity into the learning process. Unlike a typical lecture, deep learning systems can observe student performance in real-time. Confusion over a concept triggers instant changes to instructional tactics. Misconceptions are identified early and remediated quickly. Students stay in their zone of proximal development, constantly challenged but never overwhelmed. This adaptivity prevents frustration and stagnation.


InstructureCon 24 Conference Notes — from onedtech.philhillaa.com by Glenda Morgan
Another solid conference from the market leader, even with unclear roadmap

The new stuff: AI
Instructure rolled out multiple updates and improvements – more than last year. These included many AI-based or focused tools and services as well as some functional improvements. I’ll describe the AI features first.

Sal Khan was a surprise visitor to the keynote stage to announce the September availability of the full suite of AI-enabled Khanmigo Teacher Tools for Canvas users. The suite includes 20 tools, such as tools to generate lesson plans and quiz questions and write letters of recommendation. Next year, they plan to roll out tools for students themselves to use.

Other AI-based features include.

    • Discussion tool summaries and AI-generated responses…
    • Translation of inbox messages and discussions…
    • Smart search …
    • Intelligent Insights…

 

 

Introducing Eureka Labs — “We are building a new kind of school that is AI native.” — by Andrej Karpathy, Previously Director of AI @ Tesla, founding team @ OpenAI

However, with recent progress in generative AI, this learning experience feels tractable. The teacher still designs the course materials, but they are supported, leveraged and scaled with an AI Teaching Assistant who is optimized to help guide the students through them. This Teacher + AI symbiosis could run an entire curriculum of courses on a common platform. If we are successful, it will be easy for anyone to learn anything, expanding education in both reach (a large number of people learning something) and extent (any one person learning a large amount of subjects, beyond what may be possible today unassisted).


After Tesla and OpenAI, Andrej Karpathy’s startup aims to apply AI assistants to education — from techcrunch.com by Rebecca Bellan

Andrej Karpathy, former head of AI at Tesla and researcher at OpenAI, is launching Eureka Labs, an “AI native” education platform. In tech speak, that usually means built from the ground up with AI at its core. And while Eureka Labs’ AI ambitions are lofty, the company is starting with a more traditional approach to teaching.

San Francisco-based Eureka Labs, which Karpathy registered as an LLC in Delaware on June 21, aims to leverage recent progress in generative AI to create AI teaching assistants that can guide students through course materials.


What does it mean for students to be AI-ready? — from timeshighereducation.com by David Joyner
Not everyone wants to be a computer scientist, a software engineer or a machine learning developer. We owe it to our students to prepare them with a full range of AI skills for the world they will graduate into, writes David Joyner

We owe it to our students to prepare them for this full range of AI skills, not merely the end points. The best way to fulfil this responsibility is to acknowledge and examine this new category of tools. More and more tools that students use daily – word processors, email, presentation software, development environments and more – have AI-based features. Practising with these tools is a valuable exercise for students, so we should not prohibit that behaviour. But at the same time, we do not have to just shrug our shoulders and accept however much AI assistance students feel like using.


Teachers say AI usage has surged since the school year started — from eschoolnews.com by Laura Ascione
Half of teachers report an increase in the use of AI and continue to seek professional learning

Fifty percent of educators reported an increase in AI usage, by both students and teachers, over the 2023–24 school year, according to The 2024 Educator AI Report: Perceptions, Practices, and Potential, from Imagine Learning, a digital curriculum solutions provider.

The report offers insight into how teachers’ perceptions of AI use in the classroom have evolved since the start of the 2023–24 school year.


OPINION: What teachers call AI cheating, leaders in the workforce might call progress — from hechingerreport.org by C. Edward Waston and Jose Antonio Bowen
Authors of a new guide explore what AI literacy might look like in a new era

Excerpt (emphasis DSC):

But this very ease has teachers wondering how we can keep our students motivated to do the hard work when there are so many new shortcuts. Learning goals, curriculums, courses and the way we grade assignments will all need to be reevaluated.

The new realities of work also must be considered. A shift in employers’ job postings rewards those with AI skills. Many companies report already adopting generative AI tools or anticipate incorporating them into their workflow in the near future.

A core tension has emerged: Many teachers want to keep AI out of our classrooms, but also know that future workplaces may demand AI literacy.

What we call cheating, business could see as efficiency and progress.

It is increasingly likely that using AI will emerge as an essential skill for students, regardless of their career ambitions, and that action is required of educational institutions as a result.


Teaching Writing With AI Without Replacing Thinking: 4 Tips — from by Erik Ofgang
AI has a lot of potential for writing students, but we can’t let it replace the thinking parts of writing, says writing professor Steve Graham

Reconciling these two goals — having AI help students learn to write more efficiently without hijacking the cognitive benefits of writing — should be a key goal of educators. Finding the ideal balance will require more work from both researchers and classroom educators, but Graham shares some initial tips for doing this currently.




Why I ban AI use for writing assignments — from timeshighereducation.com by James Stacey Taylor
Students may see handwriting essays in class as a needlessly time-consuming approach to assignments, but I want them to learn how to engage with arguments, develop their own views and convey them effectively, writes James Stacey Taylor

Could they use AI to generate objections to the arguments they read? Of course. AI does a good job of summarising objections to Singer’s view. But I don’t want students to parrot others’ objections. I want them to think of objections themselves. 

Could AI be useful for them in organising their exegesis of others’ views and their criticisms of them? Yes. But, again, part of what I want my students to learn is precisely what this outsources to the AI: how to organise their thoughts and communicate them effectively. 


How AI Will Change Education — from digitalnative.tech by Rex Woodbury
Predicting Innovation in Education, from Personalized Learning to the Downfall of College 

This week explores how AI will bleed into education, looking at three segments of education worth watching, then examining which business models will prevail.

  1. Personalized Learning and Tutoring
  2. Teacher Tools
  3. Alternatives to College
  4. Final Thoughts: Business Models and Why Education Matters

New Guidance from TeachAI and CSTA Emphasizes Computer Science Education More Important than Ever in an Age of AI — from csteachers.org by CSTA
The guidance features new survey data and insights from teachers and experts in computer science (CS) and AI, informing the future of CS education.

SEATTLE, WA – July 16, 2024 – Today, TeachAI, led by Code.org, ETS, the International Society of Technology in Education (ISTE), Khan Academy, and the World Economic Forum, launches a new initiative in partnership with the Computer Science Teachers Association (CSTA) to support and empower educators as they grapple with the growing opportunities and risks of AI in computer science (CS) education.

The briefs draw on early research and insights from CSTA members, organizations in the TeachAI advisory committee, and expert focus groups to address common misconceptions about AI and offer a balanced perspective on critical issues in CS education, including:

  • Why is it Still Important for Students to Learn to Program?
  • How Are Computer Science Educators Teaching With and About AI?
  • How Can Students Become Critical Consumers and Responsible Creators of AI?
 

Predicting college closures — from hechingerreport.org by Jon Marcus
Colleges across the country are closing at a rapid rate – on average, about one a week. Some of the closures were unexpected, shocking people at institutions that enrolled new students and hired new faculty right up until the decision was made to close. We chatted with Jon Marcus, our senior higher education reporter, to learn more about how students and faculty can protect themselves. 

Q: What made you decide to devote an entire episode of your College Uncovered podcast to college closures?

Jon Marcus: The number of colleges that are closing has grown so fast that it’s become a big part of what we cover on our beat. And since the College Uncovered podcast is meant to help consumers navigate the complicated process of pursuing higher education, we wanted to answer a question we increasingly hear from prospective students and their parents: How do I know if the college I pick will be around long enough for me to graduate? (The fact that this has become something people wonder speaks to the low level of confidence the public has in higher education these days.)


Private colleges likely won’t see big net tuition growth anytime soon, Fitch says — from highereddive.com by Ben Unglesbee
Fitch Ratings found a 1.1% year over year increase in net tuition revenue for fiscal 2023, but this isn’t enough to preserve margins at private nonprofits.

Dive Brief:

  • Fitch Ratings found net tuition grew in fiscal 2023 among the colleges it rates but warned that the hikes would not be sufficient to preserve margins for private nonprofits.
  • Across its portfolio of rated institutions, Fitch found a 1.1% year-over-year increase in net tuition and fees, marking renewed growth after two years of declines, according to Fitch Senior Director Emily Wadhwani.
  • “In our view, prospects for future growth in net tuition for 2024 and beyond remain limited, and will likely remain near or below 2%-2.5% annually on average for the next few years,” Wadhwani said by email.

Do Shocking College Tuition Prices Reflect What Students Actually Pay? — from edsurge.com by Nadia Tamez-Robledo

It’s no secret that high school students are looking at the prospect of college more skeptically, and a large part of their hesitation comes from worry about taking on thousands of dollars in student loans.

It’s only natural that they would experience sticker shock after researching the annual cost of attendance at universities that have caught their eye — which might be equivalent to a parent’s annual salary.

But should students count on having to scrape together that full amount?

Not likely, based on EdSurge’s number crunching.

From DSC:
But the problem is that many don’t know the games that are played behind the scenes within the world of higher education. Some families/students might see the retail price of a degree and say, “No way man…no can do.” The sticker shock is real in many cases (and not to mention the stories of seeing other friends and family members in debt decades after graduating).


How merit aid is expanding — from jeffselingo-14576223.hs-sites.com by Jeffrey Selingo

Excerpt (emphasis DSC):

Bottom line: Discounting is so widespread in higher ed now that the frequent comparisons of merit aid to “Kohl’s cash,” the discount strategy employed by the mid-market retailer–where basically every day is a sale–are not wrong.

  • “With a few exceptions, colleges all now have an opening bid with families,” said Brian Zucker, who runs Human Capital Research Corporation, one of several firms that assists colleges with their discounting strategies.
  • This discounting approach worked when institutions were able to raise their top-line prices and thus extract more revenue each year from students.
  • But at many colleges, net-tuition revenue is flat or falling. Fitch Ratings said last week that institutions it rates for bonds saw their net-tuition revenue rise just 1.1% last year–not enough to keep up with inflation or have enough of a financial cushion to weather the current enrollment storms.
  • Just like in the 1970s, when colleges developed tuition discounts, the time has come for higher ed to come up with a new pricing scheme in addition, of course, of finding ways to reduce costs.

The New Trick Families Are Using to Lower College Tuition Bills — from nymag.com by Jeffrey Selingo
Many schools are eager for paying students — and ready to offer deals.

“Colleges keep giving out more merit aid to more families because they can’t get them to pay more,” Mark Salisbury told me. Salisbury, a former administrator at Augustana College in Illinois, runs TuitionFit, a website where people can share their financial-aid offers and see what others like them got. Most of the money that colleges are giving out in merit aid isn’t coming from the endowment. Rather, it’s revenue the college never receives — a simple price cut off the top. Salisbury and others in the business refer to it as “Kohl’s cash,” after the discount strategy employed by the mid-market retailer.

 

How can schools prepare for ADA digital accessibility requirements? — from k12dive.com by Kara Arundel
A new U.S. Department of Justice rule aims to ensure that state and local government web content and mobile apps are accessible for people with disabilities.

A newly issued federal rule to ensure web content and mobile apps are accessible for people with disabilities will require public K-12 and higher education institutions to do a thorough inventory of their digital materials to make sure they are in compliance, accessibility experts said.

The update to regulations for Title II of the Americans with Disabilities Act, published April 24 by the U.S. Department of Justice, calls for all state and local governments to verify that their web content — including mobile apps and social media postings — is accessible for those with vision, hearing, cognitive and manual dexterity disabilities.

 

Learning Engineering: New Profession or Transformational Process? A Q&A with Ellen Wagner — from campustechnology.com by Mary Grush and Ellen Wagner

“Learning is one of the most personal things that people do; engineering provides problem-solving methods to enable learning at scale. How do we resolve this paradox? 

—Ellen Wagner

Wagner: Learning engineering offers us a process for figuring that out! If we think of learning engineering as a process that can transform research results into learning action there will be evidence to guide that decision-making at each point in the value chain. I want to get people to think of learning engineering as a process for applying research in practice settings, rather than as a professional identity. And by that I mean that learning engineering is a bigger process than what any one person can do on their own.


From DSC:
Instructional Designers, Learning Experience Designers, Professors, Teachers, and Directors/Staff of Teaching & Learning  Centers will be interested in this article. It made me think of the following graphic I created a while back:
.

We need to take more of the research from learning science and apply it in our learning spaces.

 

What to Know About Buying A Projector for School — from by Luke Edwards
Buy the right projector for school with these helpful tips and guidance.

Picking the right projector for school can be a tough decision as the types and prices range pretty widely. From affordable options to professional grade pricing, there are many choices. The problem is that the performance is also hugely varied. This guide aims to be the solution by offering all you need to know about buying the right projector for school where you are.

Luke covers a variety of topics including:

  • Types of projectors
  • Screen quality
  • Light type
  • Connectivity
  • Pricing

From DSC:
I posted this because Luke covered a variety of topics — and if you’re set on going with a projector, this is a solid article. But I hesitated to post this, as I’m not sure of the place that projectors will have in the future of our learning spaces. With voice-enabled apps and appliances continuing to be more prevalent — along with the presence of AI-based human-computer interactions and intelligent systems — will projectors be the way to go? Will enhanced interactive whiteboards be the way to go? Will there be new types of displays? I’m not sure. Time will tell.

 


Higher Education Has Not Been Forgotten by Generative AI — from insidehighered.com by Ray Schroeder
The generative AI (GenAI) revolution has not ignored higher education; a whole host of tools are available now and more revolutionary tools are on the way.

Some of the apps that have been developed for general use can be customized for specific topical areas in higher ed. For example, I created a version of GPT, “Ray’s EduAI Advisor,” that builds onto the current GPT-4o version with specific updates and perspectives on AI in higher education. It is freely available to users. With few tools and no knowledge of the programming involved, anyone can build their own GPT to supplement information for their classes or interest groups.

Excerpts from Ray’s EduAI Advisor bot:

AI’s global impact on higher education, particularly in at-scale classes and degree programs, is multifaceted, encompassing several key areas:
1. Personalized Learning…
2. Intelligent Tutoring Systems…
3. Automated Assessment…
4. Enhanced Accessibility…
5. Predictive Analytics…
6. Scalable Virtual Classrooms
7. Administrative Efficiency…
8. Continuous Improvement…

Instructure and Khan Academy Announce Partnership to Enhance Teaching and Learning With Khanmigo, the AI Tool for Education — from instructure.com
Shiren Vijiasingam and Jody Sailor make an exciting announcement about a new partnership sure to make a difference in education everywhere.

 

Is College Worth It? Poll Finds Only 36% of Americans Have Confidence in Higher Education — from usnews.com by Associated Press
A new poll finds Americans are increasingly skeptical about the value and cost of college

Americans are increasingly skeptical about the value and cost of college, with most saying they feel the U.S. higher education system is headed in the “wrong direction,” according to a new poll.

Overall, only 36% of adults say they have a “great deal” or “quite a lot” of confidence in higher education, according to the report released Monday by Gallup and the Lumina Foundation. That confidence level has declined steadily from 57% in 2015.

 

Enrollment Planning in the Specter of Closure — from insidehighered.com by Mark Campbell and Rachel Schreiber; via GSV
Misunderstandings about enrollment management and changing student needs can make a bad situation worse, Mark Campbell and Rachel Schreiber write. 

Excerpts (emphasis DSC):

However, we find that many institutions provide little to no information to prospective students about actual outcomes for graduates. Examples include: What does applying to graduate school look like for graduates? Employment and earning potential? Average student loan debt? What do alumni say about their experience? What data do you have that is compelling to answer these and related questions? Families increasingly ask, “What is the ROI on this investment?”

Another important issue relates to the unwillingness of leaders to evolve the institution to meet market demands. We have too often seen that storied, historic institutions have cultures that are change averse, and this seems to be particularly true in the liberal arts. This statement might appear to be controversial—but only if misunderstood.

To be clear, the humanities and the arts are vital, critical aspects of our institutions. But today’s prospective students are highly focused on career outcomes, given the financial investment they and their families are being asked to make. We believe that curricular offerings can place a high value on the core principles of the humanities and liberal arts while also preparing students for careers.

By contrast, curricular innovation, alterations to long-held marketing practices, openness to self-reflection regarding out-of-date programs, practices and policies—in short, a willingness to change and adapt—are all key. Finally, vital and successful institutions develop long-term strategic enrollment plans that are tactical, realistic and assessable and for which there is clarity about accountability. Putting these practices in place now can avert catastrophe down the road.

 
 

Mary Meeker wants AI and higher education to be partners — from axios.com by Dan Primack; via Robert Gibson on LinkedIn

Mary Meeker has written her first report in over four years, focused on the relationship between artificial intelligence and U.S. higher education.

Why it matters: Meeker’s annual “Internet Trends” reports were among Silicon Valley’s most cited and consumed documents.

  • Each one dug deep into the new tech economy, with hundreds of pages of slides. The last one was published in 2019.
  • Meeker’s new effort is a shorter attempt (16 pages!) at reconciling tech’s brave new world and America’s economic vitality, with higher ed as the connective tissue.

Excerpts from Meeker’s report:

Actions taken in the next five years will be consequential. It’s important for higher education to take a leadership role, in combination with industry and government. The ramp in artificial intelligence – which leverages the history of learning for learning – affects all forms of learning, teaching, understanding, and decision making. This should be the best of times…

Our first-pass observations on these topics follow. We begin with an overview, followed by thoughts on the unprecedented ramp in AI usage and the magnitude of investment in AI from America’s leading global technology companies. Then we explore ways that this rapidly changing AI landscape may drive transformations in higher education. We hope these add to the discussion.

AI & Universities – Will Masters of Learning Master New Learnings?

In a time of rapid technological change led by American companies, American universities must determine how best to optimize for the future. Many institutions have work to do to meet these changes in demand, per the Burning Glass Institute. As the AI challenge looms, they will need thoughtful plans that balance their rich traditions and research history with the needs of a rapidly evolving marketplace supercharged by innovation. Keeping an eye on the output and trends in various AI skunkworks, such as the team at AI Acceleration at Arizona State, may help universities determine the products and software tools that could transform the educational experience.

 
© 2024 | Daniel Christian