How AI will change Education: Part I | Transcend Newsletter #59 — from transcend.substack.com by Alberto Arenaza; with thanks to GSV’s Big 10 for this resource

Excerpt:

You’ve likely been reading for the last few minutes my arguments for why AI is going to change education. You may agree with some points, disagree with others…

Only, those were not my words.

An AI has written every single word in this essay up until here.

The only thing I wrote myself was the first sentence: Artificial Intelligence is going to revolutionize education. The images too, everything was generated by AI.

 

“Unleash all this creativity”: Google AI’s breathtaking potential — from axios.com by Jennifer Kingson

Excerpt:

Google’s research arm on Wednesday showed off a whiz-bang assortment of artificial intelligence (AI) projects it’s incubating, aimed at everything from mitigating climate change to helping novelists craft prose.

Why it matters: AI has breathtaking potential to improve and enrich our lives — and comes with hugely worrisome risks of misuse, intrusion and malfeasance, if not developed and deployed responsibly.

Driving the news: The dozen-or-so AI projects that Google Research unfurled at a Manhattan media event are in various stages of development, with goals ranging from societal improvement (such as better health diagnoses) to pure creativity and fun (text-to-image generation that can help you build a 3D image of a skirt-clad monster made of marzipan).

The “1,000 Languages Initiative”: Google is building an AI model that will work with the world’s 1,000 most-spoken languages.

  • AI “can have immense social benefits” and “unleash all this creativity,” said Marian Croak, head of Google Research’s center of expertise on responsible AI.
  • “But because it has such a broad impact on people, the risk involved can also be very huge. And if we don’t get that right … it can be very destructive.”

    And as Axios’ Scott Rosenberg has written, society is only just beginning to grapple with the legal and ethical questions raised by AI’s new capacity to generate text and images.
 

Get Ready to Relearn How to Use the Internet — from bloomberg.com by Tyle Cowen; with thanks to Sam DeBrule for this resource
Everyone knows that an AI revolution is coming, but no one seems to realize how profoundly it will change their day-to-day life.

Excerpts:

This year has brought a lot of innovation in artificial intelligence, which I have tried to keep up with, but too many people still do not appreciate the import of what is to come. I commonly hear comments such as, “Those are cool images, graphic designers will work with that,” or, “GPT-3 is cool, it will be easier to cheat on term papers.” And then they end by saying: “But it won’t change my life.”

This view is likely to be proven wrong — and soon, as AI is about to revolutionize our entire information architecture. You will have to learn how to use the internet all over again.

Change is coming. Consider Twitter, which I use each morning to gather information about the world. Less than two years from now, maybe I will speak into my computer, outline my topics of interest, and somebody’s version of AI will spit back to me a kind of Twitter remix, in a readable format and tailored to my needs.

The AI also will be not only responsive but active. Maybe it will tell me, “Today you really do need to read about Russia and changes in the UK government.” Or I might say, “More serendipity today, please,” and that wish would be granted.

Of course all this is just one man’s opinion. If you disagree, in a few years you will be able to ask the new AI engines what they think.

Some other recent items from Sam DeBrule include:

Natural Language Assessment: A New Framework to Promote Education — from ai.googleblog.com by Kedem Snir and Gal Elidan

Excerpt:

In this blog, we introduce an important natural language understanding (NLU) capability called Natural Language Assessment (NLA), and discuss how it can be helpful in the context of education. While typical NLU tasks focus on the user’s intent, NLA allows for the assessment of an answer from multiple perspectives. In situations where a user wants to know how good their answer is, NLA can offer an analysis of how close the answer is to what is expected. In situations where there may not be a “correct” answer, NLA can offer subtle insights that include topicality, relevance, verbosity, and beyond. We formulate the scope of NLA, present a practical model for carrying out topicality NLA, and showcase how NLA has been used to help job seekers practice answering interview questions with Google’s new interview prep tool, Interview Warmup.

How AI could help translate extreme weather alerts — from axios.com by Ayurella Horn-Muller

Excerpt:

A startup that provides AI-powered translation is working with the National Weather Service to improve language translations of extreme weather alerts across the U.S.

Using GPT-3 to augment human intelligence — from escapingflatland.substack.com by Henrik Karlsson

Excerpt:

When I’ve been doing this with GPT-3, a 175 billion parameter language model, it has been uncanny how much it reminds me of blogging. When I’m writing this, from March through August 2022, large language models are not yet as good at responding to my prompts as the readers of my blog. But their capacity is improving fast and the prices are dropping.

Soon everyone can have an alien intelligence in their inbox.

 

One of the Biggest Problems in Biology Has Finally Been Solved — from  scientificamerican.com by Tanya Lewis
Google DeepMind CEO Demis Hassabis explains how its AlphaFold AI program predicted the 3-D structure of every known protein

Excerpt:

We had to reengineer things for AlphaFold 2 and put a whole bunch of new ideas in there and also bring onto the team some more specialists—biologists and chemists and biophysicists who worked in protein folding—and combine them with our engineering and machine-learning team.

Were you surprised that AlphaFold was so successful?
Yeah, it was surprising, actually. I think it’s definitely been the hardest thing we’ve done, and I would also say the most complex system we’ve ever built.

 

What does the ‘metaverse’ mean for education? — from hechingerreport.org by Javeria Salman
Experts warn educators to think twice before jumping on new technologies

Excerpt:

Sometime in the past year or two, you’ve likely heard the word “metaverse.” It’s the future, the next big frontier of the internet, if you ask technology CEOs or researchers.

While the term has become the latest buzzword in education circles, what it means for teaching and learning largely remains to be seen. Experts say much of what we see marketed as the metaverse from education technology companies isn’t actually the metaverse.

In a true metaverse experience, your digital identity travels between the physical and virtual worlds, Platt said. With the help of blockchain technology, that identity — your preferences, your achievements, your educational records, other elements of who you are — is maintained across platforms and applications.

 

How lawyers can unlock the potential of the metaverse — from abajournal.com by Victor Li

Excerpt:

One such firm is Grungo Colarulo, a personal injury law firm with offices in New Jersey and Pennsylvania. Last December, the firm announced that it had set up shop in the virtual world known as Decentraland.

Users can enter the firm’s virtual office, where they can interact with the firm’s avatar. They can talk to the avatar to see whether they might need legal representation and then take down a phone number to call the firm in the physical world. If they’re already clients, they can arrive for meetings or consultations.

Richard Grungo Jr., co-founder and name partner at Grungo Colarulo, told the ABA Journal in December 2021 that he could see the potential of the metaverse to allow his firm to host webinars, CLEs and other virtual educational opportunities, as well as hosting charity events.

Grungo joined the ABA Journal’s Victor Li to talk about how lawyers can use the metaverse to market themselves, as well as legal issues relating to the technology that all users should be aware of.

From DSC:
I post this to put this on the radars of legal folks out there. Law schools should join the legaltech folks in pulse-checking and covering/addressing emerging technologies. What the Metaverse and Web3 become is too early to tell. My guess is that we’ll see a lot more blending of the real world with the digital world — especially via Augmented Reality (AR).

We need to constantly be pulse-checking the landscapes out there and developing scenarios and solutions to such trends

 

7 Technologies that are Changing Healthcare — from digitalsalutem.com by João Bocas

In this article we are going to talk about the seven technologies that are changing healthcare:

  1. Artificial Intelligence
  2. Blockchain
  3. Virtual Reality
  4. Robots
  5. Mapping technologies
  6. Big Data
  7. Neurotechnology

This startup 3D prints tiny homes from recyclable plastics — from interestingengineering.com by Nergis Firtina; with thanks to Laura Goodrich for this resource

A 3D printed house by Azure

Satellite Billboards Are a Dystopian Future We Don’t Need — from gizmodo.com by George Dvorsky; with thanks to Laura Goodrich for this resource
Brightly lit ads in orbit are technologically and economically viable, say Russian scientists. But can we not?

Artist’s conception of a cubesat ad showing the Olympic rings. Image: Shamil Biktimirov/Skoltech

South Korea to Provide Blockchain-based Digital Identities to Citizens by 2024 — from blockchain.news by Annie Li; with thanks to Laura Goodrich for this resource

Excerpt:

South Korea plans to provide digital identities encrypted by blockchain with smartphones to citizens in 2024 to facilitate its economic development., Bloomberg reported Monday.

The South Korean government stated that with the expansion of the digital economy, the ID embedded in the smartphone is an indispensable emerging technology to support the development of data.

From DSC:
Interesting to see blockchain show up in the first item above on healthcare and also on this item coming out of South Korea for digital identities.

The Bruce Willis Deepfake Is Everyone’s Problem — from wired.com by Will Bedingfield; with thanks to Stephen Downes for this resource
There’s a fight brewing over how Hollywood stars can protect their identities. But it’s not just actors who should be paying attention.

Excerpts:

Yet the question of “who owns Bruce Willis,” as Levy put it, isn’t only a concern for the Hollywood star and his representatives. It concerns actors unions across the world, fighting against contracts that exploit their members’ naivety about AI. And, for some experts, it’s a question that implicates everyone, portending a wilder, dystopian future—one in which identities are bought, sold, and seized.

“This is relevant not just to AI contracts [for synthetic performances], but any contract involving rights to one’s likeness and voice,” says Danielle S. Van Lier, assistant general counsel, intellectual property and contracts at SAG-AFTRA. “We have been seeing contracts that now include ‘simulation rights’ to performers’ images, voices, and performances. These contract terms are buried deep in the boilerplate of performance agreements in traditional media.”


Addendum on 10/26/22:


 

Deloitte State of AI Report 2022 calls out underachievers — from venturebeat.com by Sharon Goldman

Excerpt:

Deloitte released the fifth edition of its State of AI in the Enterprise research report today, which surveyed more than 2,600 global executives on how businesses and industries are deploying and scaling artificial intelligence (AI) projects.

Most notably, the Deloitte report found that while AI continues to move tantalizingly closer to the core of the enterprise – 94% of business leaders agree that AI is critical to success over the next five years – for some, outcomes seem to be lagging.

What is a surprise, she added, is how quickly the AI landscape is changing – to the point that what began as an every-other-year Deloitte report is now created annually. 

From DSC:
I’m reminded of some graphics here…

 

Also relevant/see:

‘State of AI in the Enterprise’ Fifth Edition Uncovers Four Key Actions to Maximize AI Value — from deloitte.com
Research reveals the key actions leaders can take to accelerate AI outcomes

Key takeaways

For Deloitte’s “State of AI in the Enterprise,” Fifth Edition, we surveyed 2,620 global business leaders representing six industry areas and dozens of sectors. Key findings include:

  • Ninety-four percent of business leaders surveyed agree that AI is critical to success over the next five years.
  • Seventy-nine percent of leaders say they have fully deployed three or more AI applications, compared to 62% last year.
  • There was a 29% increase in the number of respondents self-identifying as “underachievers,” suggesting that many organizations are struggling to achieve meaningful AI outcomes.
  • Top challenges associated with scaling according to respondents are managing AI-related risk (50%), lack of executive commitment (50%), lack of maintenance and post launch support (50%).
 

6 trends are driving the use of #metaverse tech today. These trends and technologies will continue to drive its use over the next 3 to 5 years:

1. Gaming
2. Digital Humans
3. Virtual Spaces
4. Shared Experiences
5. Tokenized Assets
6. Spatial Computing
#GartnerSYM

.

“Despite all of the hype, the adoption of #metaverse tech is nascent and fragmented.” 

.

Also relevant/see:

According to Apple CEO Tim Cook, the Next Internet Revolution Is Not the Metaverse. It’s This — from inc.com by Nick Hobson
The metaverse is just too wacky and weird to be the next big thing. Tim Cook is betting on AR.

Excerpts:

While he might know a thing or two about radical tech, to him it’s unconvincing that the average person sufficiently understands the concept of the metaverse enough to meaningfully incorporate it into their daily life.

The metaverse is just too wacky and weird.

And, according to science, he might be on to something.

 

Higher Education in Motion: The Digital and Cultural Transformations Ahead — from er.educause.edu by John O’Brien

Excerpts (emphasis DSC):

In 2015 when Janet Napolitano, then president of the University of California, responded to what she saw as a steadily growing “chorus of doom” predicting the demise of higher education, she did so with a turn of phrase that captured my imagination and still does. She said that higher education is not in crisis. “Instead, it is in motion, and it always has been.”

A brief insert by DSC:
Yes. In other words, it’s a learning ecosystem — with constant morphing & changing going on.

“We insisted then, and we continue to insist now, that digital transformation amounts to deep and coordinated change that substantially reshapes the operations, strategic directions, and value propositions of colleges and universities and that this change is enabled by culture, workforce, and technology shifts.

The tidal movement to digital transformation is linked to a demonstrably broader recognition of the strategic role and value of technology professionals and leaders on campus, another area of long-standing EDUCAUSE advocacy. For longer than we have talked about digital transformation, we have insisted that technology must be understood as a strategic asset, not a utility, and that senior IT leaders must be part of the campus strategic decision-making. But the idea of a strategic role for technology had disappointing traction among senior campus leaders before 2020.

From DSC:
The Presidents, Provosts, CIO’s, board members, influential faculty members, and other members of institutions’ key leadership positions who didn’t move powerfully forward with online-based learning over the last two+ decades missed the biggest thing to hit societies’ ability to learn in 500+ years — the Internet. Not since the invention of the printing press has learning had such an incredible gust of wind put in its sails. The affordances have been staggering, with millions of people now being educated in much less expensive ways (MOOCs, YouTube, LinkedIn Learning, other). Those who didn’t move forward with online-based learning in the past are currently scrambling to even survive. We’ll see how many close their doors as the number of effective alternatives increases.

Instead of functioning as a one-time fix during the pandemic, technology has become ubiquitous and relied upon to an ever-increasing degree across campus and across the student experience.

Moving forward, best of luck to those organizations who don’t have their CIOs at the decision-making table and reporting directly to the Presidents — and hopefully those CIO’s are innovative and visionary to begin with. Best of luck to those institutions who refuse to look up and around to see that the world has significantly changed from the time they got their degrees.

The current mix of new realities creates an opportunity for an evolution and, ideally, a synchronized reimagination of higher education overall. This will be driven by technology innovation and technology professionals—and will be made even more enduring by a campus culture of care for students, faculty, and staff.

Time will tell if the current cultures within many traditional institutions of higher education will allow them to adapt/change…or not.


Along the lines of transformations in our learning ecosystems, also see:


OPINION: Let’s use the pandemic as a dress-rehearsal for much-needed digital transformation — from hechingerreport.org by Jean-Claude Brizard
Schools must get ready for the next disruption and make high-quality learning available to all

Excerpts:

We should use this moment to catalyze a digital transformation of education that will prepare schools for our uncertain future.

What should come next is an examination of how schools can more deeply and deliberately harness technology to make high-quality learning accessible to every learner, even in the wake of a crisis. That means a digital transformation, with three key levers for change: in the classroom, in schools and at the systems level.

Platforms like these help improve student outcomes by enhancing teachers’ ability to meet individual students’ needs. They also allow learners to master new skills at their own pace, in their own way.

As Digital Transformation in Schools Continues, the Need for Enterprising IT Leaders Grows — from edtechmagazine.com by Ryan Petersen

K-12 IT leaders move beyond silos to make a meaningful impact inside and outside their schools.According to Korn Ferry’s research on enterprise leadership, “Enterprise leaders envision and grow; scale and create. They go beyond by going across the enterprise, optimizing the whole organization and its entire ecosystem by leading outside what they can control. These are leaders who see their role as being a participant in diverse and dynamic communities.”

 

 

The 5 Biggest Artificial Intelligence (AI) Trends In 2023 — from forbes.com by Bernard Marr

Excerpt:

Today, the technology most commonly used to achieve AI is machine learning – advanced software algorithms designed to carry out one specific task, such as answering questions, translating languages or navigating a journey – and become increasingly good at it as they are exposed to more and more data.

Worldwide, spending by governments and business on AI technology will top $500 billion in 2023, according to IDC research. But how will it be used, and what impact will it have? Here, I outline what I believe will be the most important trends around the use of AI in business and society over the next 12 months.


Also relevant/see:


 

DSC: What?!?! How might this new type of “parallel reality” impact smart classrooms, conference rooms, and board rooms? And/or our living rooms? Will it help deliver more personalized learning experiences within a classroom?


 

What might the ramifications be for text-to-everything? [Christian]

From DSC:

  • We can now type in text to get graphics and artwork.
  • We can now type in text to get videos.
  • There are several tools to give us transcripts of what was said during a presentation.
  • We can search videos for spoken words and/or for words listed within slides within a presentation.

Allie Miller’s posting on LinkedIn (see below) pointed these things out as well — along with several other things.



This raises some ideas/questions for me:

  • What might the ramifications be in our learning ecosystems for these types of functionalities? What affordances are forthcoming? For example, a teacher, professor, or trainer could quickly produce several types of media from the same presentation.
  • What’s said in a videoconference or a webinar can already be captured, translated, and transcribed.
  • Or what’s said in a virtual courtroom, or in a telehealth-based appointment. Or perhaps, what we currently think of as a smart/connected TV will give us these functionalities as well.
  • How might this type of thing impact storytelling?
  • Will this help someone who prefers to soak in information via the spoken word, or via a podcast, or via a video?
  • What does this mean for Augmented Reality (AR), Mixed Reality (MR), and/or Virtual Reality (VR) types of devices?
  • Will this kind of thing be standard in the next version of the Internet (Web3)?
  • Will this help people with special needs — and way beyond accessibility-related needs?
  • Will data be next (instead of typing in text)?

Hmmm….interesting times ahead.

 

OpenAI Says DALL-E Is Generating Over 2 Million Images a Day—and That’s Just Table Stakes — from singularityhub.com by Jason Dorrier

Excerpt:

The venerable stock image site, Getty, boasts a catalog of 80 million images. Shutterstock, a rival of Getty, offers 415 million images. It took a few decades to build up these prodigious libraries.

Now, it seems we’ll have to redefine prodigious. In a blog post last week, OpenAI said its machine learning algorithm, DALL-E 2, is generating over two million images a day. At that pace, its output would equal Getty and Shutterstock combined in eight months. The algorithm is producing almost as many images daily as the entire collection of free image site Unsplash.

And that was before OpenAI opened DALL-E 2 to everyone.

 


From DSC:
Further on down that Tweet is this example image — wow!
.

A photo of a quaint flower shop storefront with a pastel green and clean white facade and open door and big window

.


On the video side of things, also relevant/see:

Meta’s new text-to-video AI generator is like DALL-E for video — from theverge.com by James Vincent
Just type a description and the AI generates matching footage

A sample video generated by Meta’s new AI text-to-video model, Make-A-Video. The text prompt used to create the video was “a teddy bear painting a portrait.” Image: Meta


From DSC:
Hmmm…I wonder…how might these emerging technologies impact copyrights, intellectual property, and/or other types of legal matters and areas?


 

HSF embraces the metaverse with new digital law course for students — from legalcheek.com by Thomas Connelly

Excerpt:

The global law firm has launched a series of free workshops exploring how lawyers help clients navigate novel legal and regulatory issues relating to techy-topics including the metaverse, non-fungible tokens (NFTs), robotics and artificial intelligence (AI).

From DSC:
This kind of thing needs to happen in law schools across many countries.

 
© 2025 | Daniel Christian