intelligent systems

From DSC:
A few items re: ChatGPT — with some items pro-chat and other items against the use of ChatGPT (or at least to limit its use).

How About We Put Learning at the Center? — from insidehighered.com by John Warner
The ongoing freak-out about ChatGPT sent me back to considering the fundamentals.

Excerpt:

So, when people express concern that students will use ChatGPT to complete their assignments, I understand the concern, but what I don’t understand is why this concern is so often channeled into discussions about how to police student behavior, rather than using this as an opportunity to exam the kind of work we actually ask students (and faculty) to do around learning.

If ChatGPT can do the things we ask students to do in order to demonstrate learning, it seems possible to me that those things should’ve been questioned a long time ago. It’s why I continue to believe this technology is an opportunity for reinvention, precisely because it is a threat to the status quo.

Top AI conference bans use of ChatGPT and AI language tools to write academic papers — from theverge.com by James Vincent; with thanks to Anna Mills for this resource
AI tools can be used to ‘edit’ and ‘polish’ authors’ work, say the conference organizers, but text ‘produced entirely’ by AI is not allowed. This raises the question: where do you draw the line between editing and writing?

Excerpt:

The International Conference on Machine Learning (ICML) announced the policy earlier this week, stating, “Papers that include text generated from a large-scale language model (LLM) such as ChatGPT are prohibited unless the produced text is presented as a part of the paper’s experimental analysis.” The news sparked widespread discussion on social media, with AI academics and researchers both defending and criticizing the policy. The conference’s organizers responded by publishing a longer statement explaining their thinking. (The ICML responded to requests from The Verge for comment by directing us to this same statement.)

I am protective of my organic writing process, but when it’s time to edit, ChatGPT sometimes helps me notice which sentences aren’t quite put together as they should be. When I ask it why it suggested a revision, it sometimes describes a word choice nuance I hadn’t thought of.

— Anna Mills, amills@mastodon.oeru.org, she/her (@EnglishOER) January 5, 2023

How to… use AI to teach some of the hardest skills — from oneusefulthing.substack.com by Ethan Mollick
When errors, inaccuracies, and inconsistencies are actually very useful

Excerpt:

Instead, I want to discuss the opportunity provided by AI, because it can help us teach in new ways. The very things that make AI scary for educators — its tedency to make up facts, its lack of nuance, and its ability to make excellent student essays — can be used to make education better.

This isn’t for some future theoretical version of AI. You can create assignments, right now, using ChatGPT, that we will help stretch students in knew ways. We wrote a paper with the instructions. You can read it here, but I also want to summarize our suggestions. These are obviously not the only ways to use AI to educate, but they solve some of the hardest problems in education, and you can start experimenting with them right now.

NYC education department blocks ChatGPT on school devices, networks — from ny.chalkbeat.org by Michael Elsen-Rooney

Excerpt:

New York City students and teachers can no longer access ChatGPT — the new artificial intelligence-powered chatbot that generates stunningly cogent and lifelike writing — on education department devices or internet networks, agency officials confirmed Tuesday.

Teachers v ChatGPT: Schools face new challenge in fight against plagiarism — from straitstimes.com by Osmond Chia; with thanks to Stephen Downes for this resource

Excerpt:

SINGAPORE – Teachers in Singapore say they will likely have to move from assignments requiring regurgitation to those that require greater critical thinking, to stay ahead in the fight against plagiarism.

This comes on the back of the rise of ChatGPT, an intelligent chatbot that is able to spin essays and solve mathematical equations in seconds.

ChatGPT Is Not Ready to Teach Geometry (Yet) — from educationnext.org by Paul T. von Hippel
The viral chatbot is often wrong, but never in doubt. Educators need to tread carefully.

Excerpt:

Can ChatGPT provide feedback and answer questions about math in a more tailored and natural way? The answer, for the time being, is no. Although ChatGPT can talk about math superficially, it doesn’t “understand” math with real depth. It cannot correct mathematical misconceptions, it often introduces misconceptions of its own; and it sometimes makes inexplicable mathematical errors that a basic spreadsheet or hand calculator wouldn’t make.

Here, I’ll show you.

Addendum on 1/9/23:

9 ways ChatGPT saves me hours of work every day, and why you’ll never outcompete those who use AI effectively. — from .linkedin.com by Santiago Valdarrama

A list for those who write code:

1. Explaining code…
Improve existing code…
Rewriting code using the correct style…
Rewriting code using idiomatic constructs…
Simplifying code…
Writing test cases…
Exploring alternatives…
Writing documentation…
Tracking down bugs…

I really hate to be that guy, but AI is going to be transformative as a teacher. ?

I asked AI the following:
“Plan three lessons to explain how volcanoes are formed. Each lesson needs an introductory activity, information input, a student task and a plenary.”

— Stephen Lockyer (@mrlockyer) December 31, 2022

Also relevant/see:

Tome is worth exploring for generating slide decks. https://t.co/XtldA4VwAL

I pasted the Volcano Lesson 1 content in, and it generated eight slides in under a minute. It's very basic, but for bare bones deckbuilding, it's got such potential. https://t.co/F9CEp9jd75 ? 2/3

— Stephen Lockyer (@mrlockyer) January 1, 2023

In 2023, we are going to a huge increase in content creation generated by AI avatars. The use cases the infinite – from demos and tutorials to billboards and even ads.

? Here are 6 companies that are currently defining the future of content creation:

— Bardeen (@bardeenai) December 30, 2022

GPT Takes the Bar Exam — from papers.ssrn.com by Michael James Bommarito and Daniel Martin Katz; with thanks to Gabe Teninbaum for his tweet on this

Excerpt from the Abstract (emphasis DSC):

While our ability to interpret these results is limited by nascent scientific understanding of LLMs and the proprietary nature of GPT, we believe that these results strongly suggest that an LLM will pass the MBE component of the Bar Exam in the near future.

LLM — Large Language Model
MBE — Multistate Bar Examination

ChatGPT and The Professional’s Guide to Using AI [Miller]

On 12/22/2022, in 21st century, 24x7x365 access, adult learning, Artificial Intelligence/Agents/LLMs/and Related, bots, change, cloud-based computing / apps / other cloud-related, colleges, communities of practice, community colleges, content development, aggregation, repositories, corporate universities / corporate training, digital learning, education, education technology, emerging technologies, entrepreneurship, experimentation, future, game-changing environment, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, law schools, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, lifelong learning, microlearning, online tutoring, productivity / tips and tricks, professional development, society, teachers, teaching & learning, technologies for your home, tools, training / L&D, universities, virtual tutoring, vision/possibilities, writing, by Daniel Christian

ChatGPT and The Professional’s Guide to Using AI — from linkedin.com by Allie K. Miller

Excerpt:

Real Ways Professionals Can Use ChatGPT to Improve Job Performance
Let’s dive into some real examples of how professionals across sales, marketing, product management, project management, recruiting, and teaching can take advantage of this new tool and leverage it for even more impact in their careers.

Teachers and ChatGPT

Help with grading and feedback on student work.
Example prompt: “Tell me every grammar rule that’s been violated in this student’s essay: [paste in essay]”
Create personalized learning materials.
Example prompt: “Help me explain photosynthesis to a 10th grade student in a way similar to sports.”
Generate lesson plans and activities.
Example prompt: “Create an activity for 50 students that revolves around how to learn the different colors of the rainbow.” or “Generate a lesson plan for a high school English class on the theme of identity and self-discovery, suitable for a 45-minute class period.”
Write fake essays several reading levels below your class, then print them out, and have your students review and edit the AI’s work to make it better.
Example prompt: “Generate a 5th grade level short essay about Maya Angelou and her work.”
Providing one-on-one support to students.
Example prompt: “How can I best empower an introverted student in my classroom during reading time?”

From DSC:
I haven’t tried these prompts. Rather I post this because I’m excited about the potential of Artificial Intelligence (AI) to help people teach and to help people to learn.

Looking to 2023 and beyond — various postings/resources re: potential futures

On 12/22/2022, in 5G, Artificial Intelligence/Agents/LLMs/and Related, Augmented Reality (AR), bots, business, change, cloud-based computing / apps / other cloud-related, corporate / business world, data related items, education, emerging technologies, entrepreneurship, Europe, experimentation, future, game-changing environment, global / globalization, health, innovation, intelligent systems, internet, IT in HE, Metaverse, Mixed Reality (MR), Natural Language Processing (NLP), NVIDIA, robotics, technology (general), telemedicine / telehealth / virtual health, trends, United States, user experience (UX), vendors, Virtual Reality (VR) / worlds / learning, vision/possibilities, voice recognition / voice enabled interfaces, workplace, XR - extended reality, by Daniel Christian

How AI And 5G Could Lead The Next Phase Of The Industrial Revolution — from swisscognitive.ch

Some use cases of the convergence of AI and 5G are:

Metaverse: AI is a key technology that helps bring Metaverse to life and now with the addition of 5G, streaming experiences would become enjoyable and maintaining connectivity without any disruption of external factors like geographical locations would be eliminated.
Digital assistants in the form of chatbots and virtual avatars: Digital assistants today use AI to replicate the human brain and converse with people in human language by understanding intent. With 5G the speed at which the speech is converted to text will improve drastically.
Education: AI and 5G are helping bring education to students’ doorstep through virtual reality and is making this available, efficiently as in real-world classrooms. Solving queries is possible quickly without any restrictions. Betty in Archie Comics attending her classes virtually is a reality due to these technologies.
Healthcare: AI and 5G in healthcare are proliferating an accurate diagnosis of diseases, real-time monitoring, and quick treatment facilities. This has become possible with the right use of data- collection, transmission, and analysis.
Automotive: AI and 5G together is making vehicles smarter and reducing the risk of mishaps on roads by employing various data-powered safety and driving efficiency measures in vehicles.

AI Timelines: What Do Experts in Artificial Intelligence Expect for the Future? — from singularityhub.com by Dr. Max Roser

Excerpt:

What I do take away from these surveys however, is that the majority of AI experts take the prospect of very powerful AI technology seriously. It is not the case that AI researchers dismiss extremely powerful AI as mere fantasy.

The huge majority thinks that in the coming decades there is an even chance that we will see AI technology which will have a transformative impact on our world. While some have long timelines, many think it is possible that we have very little time before these technologies arrive. Across the three surveys more than half think that there is a 50% chance that a human-level AI would be developed before some point in the 2060s, a time well within the lifetime of today’s young people.

Future Of Health: Top Five Digital Health Innovations For 2023 — from forbes.com by Anita Gupta

Excerpts:

Connected Digital Care
AI In Healthcare
Real-World Patient Engagement In Healthcare
Increase Security For Digital And Health Data
Improving Telehealth Services

Looking ahead to 2023: AI, machine learning, RTLS and robotic process automation — from healthcareitnews.com by Bill Siwicki
These advanced technologies will do more to help provider organizations with workflow optimization, staff shortages and the patient experience in the year ahead, one expert predicts.

Three reasons why NLP will go mainstream in healthcare in 2023 — from healthcareitnews.com by Bill Siwicki
A natural language processing expert explains why he feels the technology’s kinks have been ironed out, its ROI has been proven and the timing is right for healthcare to take advantage of information-extraction tools.

13 tech predictions for 2023 — from enterprisersproject.com by Katie Sanders
What can you expect in the world of IT next year? Business and IT leaders share their thoughts

Analysts Predictions About AI In 2023 — from forbes.com by Gil Press

Excerpts:

Automated software development
Automated content and commerce
Enterprise governance, risk, sustainability and security
Consumer interactions and experiences

Top 5 Edge AI Trends to Watch in 2023 — from nvidia.com by Amanda Saunders

Excerpt:

Until now, AI has operated almost exclusively in the cloud. But increasingly diverse streams of data are being generated around the clock from sensors at the edge. These require real-time inference, which is leading more AI deployments to move to edge computing.

For airports, stores, hospitals and more, AI brings advanced efficiency, automation and even cost reduction, which is why edge AI adoption accelerated last year.

In 2023, expect to see a similarly challenging environment, which will drive the following edge AI trends.

Digital transformation: 5 trends to watch in 2023 — from enterprisersproject.com by Ritish Reddy
As enterprises continue to digitally transform, IT leaders must look toward the future. Expect to see these trends in 2023

Seriously, #ChatGPT is going to change everything about how people gain access to legal information and guidance. Look at this. pic.twitter.com/BkxZlMxB9o

— Jordan Furlong (@jordan_law21) December 2, 2022

Speaking of technology and the law, also see:

Out today! Catch the latest episode of Talk Justice for a look at creative ways to connect people with legal professionals and resources– by bus, kiosks and even a kayak! https://t.co/wApNohRJw3

— Legal Services Corp. (@LSCtweets) November 29, 2022

Holding Court Outside the Courtroom — from legaltalknetwork.com

Host: Molly McDonough, Legal Talk Network Podcast Producer and Founder of Molly McDonough Media, LLC.

Guests:

Dori Rapaport, Executive Director at Legal Aid Services of Northeastern Minnesota
David Estep, Supervising Attorney at Legal Aid of West Virginia
Honorable Jeanne M. Robison, Salt Lake City Justice Court Judge

How High School Should Change for an Era of AI and Robots — from edsurge.com by Jeffrey R. Young

Excerpt:

In other words, we have for the last century and a half in the knowledge economy been educating our students to become repositories of information—whether they’re lawyers or doctors [or engineers] and so forth. And then somebody pays them a great deal of money to extract some of that knowledge from their heads. What’s happening now is that’s being reposited in algorithms increasingly, and that’s only going to be more the case going forward, so that the most intelligent, capable medical diagnostician, I predict, will be a computer somewhere in the next 20 years.

What is the role of the doctor then? The doctor’s role is to be a knowledgeable interpreter of that algorithmic diagnosis—to check it, to make sure that there wasn’t a snafu, and to make sure that there is no social bias in the outcome. And also to help interpret that into a regimen for treatment and healing on the part of the patient in a human-connected, empathic way.

And [at Iowa Big], one of the very first questions that one of her teachers asked her was, ‘What makes you mad?’
…
The systems that we have for public education are becoming more rigidified, not more experimental and resilient. And they’re becoming increasingly non-functional. And I believe they’re going to face some sort of systemic collapse.

And here are several other items from the education space:

All Teacher Shortages Are Local, New Research Finds — from the74million.org by Kevin Mahnken
In a study released [on 12/1/22], researchers show that teacher vacancy levels vary drastically between schools in the same communities

Excerpt:

K-12 teacher shortages — one of the most disputed questions in education policy today — are an undeniable reality in some communities, a newly released study indicates. But they are also a hyper-local phenomenon, the authors write, with fully staffed schools existing in close proximity to those that struggle to hire and retain teachers.

The paper, circulated Thursday through Brown University’s Annenberg Institute for School Reform, uses a combination of survey responses and statewide administrative records from Tennessee to create a framework for identifying how and where teacher shortages emerge.

Why Are Americans Fleeing Public Schools? — from washingtonpost.com by John D. Harden and Steven Johnson
Seven parents on choosing private education for their kids

Excerpt:

The pandemic transformed the landscape of K-12 education. Some parents withdrew their kids from public school and placed them into private or home schools. Their reasons varied: Many preferred private schools that offered in-person instruction; others distrusted public schools’ pandemic precautions.

It’s not clear whether those trends will stick, and the factors are complex. So far, data show that since 2019, private enrollment is up, public enrollment is down and home schooling has become more popular. Families flocked to private and home schools at the greatest rate in a decade, according to American Community Survey estimates from the U.S. Census. The government projects that K-12 public school enrollment — already facing demographic pressures — will drop further to about 46 million students by fall 2030, according to the National Center for Education Statistics, reversing decades of growth.

Education is key to tackle prevalent challenges. I’m excited to join the European Education Summit in Brussels today to share insight on future-proofing our education systems. #EduSummitEU pic.twitter.com/4H9ZO45HT9

— Eva Keiffenheim (@Evti) December 1, 2022

Mississippi microschools are expanding education options for families — from spn.org by Kerry McDonald

Excerpt:

When Stephanie Harper decided to open Harper Learning Academy in Byram, Mississippi in August, her goal was to create a small, personalized educational setting in which her daughter would thrive. Conventional classroom environments weren’t a good match for Harper’s child. They also weren’t working well for the daughter of Harper’s colleague, Tekeeta Funchess. Harper and Funchess had been longtime teachers in the Jackson Public Schools before they left their jobs to provide educational consulting services to public school districts through the firm Harper founded in 2016.

As they worked together, they realized their daughters were experiencing similar challenges in standard school settings. “We’re mothers with children who learn differently who are trying to improve the system but realized that the system wasn’t working for our children,” said Harper, who is a certified teacher with a Ph.D. in education. They also suspected it wasn’t working for many other children as well.

“A bot that watched 70,000 hours of Minecraft could unlock AI’s next big thing” [Douglas Heaven] plus several other items re: AI

On 11/29/2022, in art, Artificial Intelligence/Agents/LLMs/and Related, Asia, assistive technologies, career development, change, cloud-based computing / apps / other cloud-related, communications, computer science, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, creativity, curriculum, disruption, education technology, educational games / serious games, emerging technologies, entrepreneurship, experimentation, future, game-changing environment, ideas, innovation, instructional design, intelligent systems, intelligent tutoring, languages and translation, Legal operations, legal technologies, tools, training / L&D, vendors, workplace, by Daniel Christian

A bot that watched 70,000 hours of Minecraft could unlock AI’s next big thing — from technologyreview.com by Will Douglas Heaven
Online videos are a vast and untapped source of training data—and OpenAI says it has a new way to use it.

Excerpt:

OpenAI has built the best Minecraft-playing bot yet by making it watch 70,000 hours of video of people playing the popular computer game. It showcases a powerful new technique that could be used to train machines to carry out a wide range of tasks by binging on sites like YouTube, a vast and untapped source of training data.

The Minecraft AI learned to perform complicated sequences of keyboard and mouse clicks to complete tasks in the game, such as chopping down trees and crafting tools. It’s the first bot that can craft so-called diamond tools, a task that typically takes good human players 20 minutes of high-speed clicking—or around 24,000 actions.

The result is a breakthrough for a technique known as imitation learning, in which neural networks are trained to perform tasks by watching humans do them.
…
The team’s approach, called Video Pre-Training (VPT), gets around the bottleneck in imitation learning by training another neural network to label videos automatically.

Speak lands investment from OpenAI to expand its language learning platform — from techcrunch.com by Kyle Wiggers

Excerpts:

“Most language learning software can help with the beginning part of learning basic vocabulary and grammar, but gaining any degree of fluency requires speaking out loud in an interactive environment,” Zwick told TechCrunch in an email interview. “To date, the only way people can get that sort of practice is through human tutors, which can also be expensive, difficult and intimidating.”

Speak’s solution is a collection of interactive speaking experiences that allow learners to practice conversing in English. Through the platform, users can hold open-ended conversations with an “AI tutor” on a range of topics while receiving feedback on their pronunciation, grammar and vocabulary.

It’s one of the top education apps in Korea on the iOS App Store, with over 15 million lessons started annually, 100,000 active subscribers and “double-digit million” annual recurring revenue.

If you last checked in on AI image makers a month ago & thought “that is a fun toy, but is far from useful…” Well, in just the last week or so two of the major AI systems updated.

You can now generate a solid image in one try. For example, “otter on a plane using wifi” 1st try: pic.twitter.com/DhiYeVMEEV

— Ethan Mollick (@emollick) November 26, 2022

Is AI Generated Art Really Coming for Your Job? — from edugeekjournal.com by Matt Crosslin

Excerpt:

So, is this a cool development that will become a fun tool for many of us to play around with in the future? Sure. Will people use this in their work? Possibly. Will it disrupt artists across the board? Unlikely. There might be a few places where really generic artwork is the norm and the people that were paid very little to crank them out will be paid very little to input prompts. Look, PhotoShop and asset libraries made creating company logos very, very easy a long time ago. But people still don’t want to take the 30 minutes it takes to put one together, because thinking through all the options is not their thing. You still have to think through those options to enter an AI prompt. And people just want to leave that part to the artists. The same thing was true about the printing press. Hundreds of years of innovation has taught us that the hard part of the creation of art is the human coming up with the ideas, not the tools that create the art.

A quick comment from DSC:
Possibly, at least in some cases. But I’ve seen enough home-grown, poorly-designed graphics and logos to make me wonder if that will be the case.

How to Teach With Deep Fake Technology — from techlearning.com by Erik Ofgang
Despite the scary headlines, deep fake technology can be a powerful teaching tool

Excerpt:

The very concept of teaching with deep fake technology may be unsettling to some. After all, deep fake technology, which utilizes AI and machine learning and can alter videos and animate photographs in a manner that appears realistic, has frequently been covered in a negative light. The technology can be used to violate privacy and create fake videos of real people.

However, while these potential abuses of the technology are real and concerning that doesn’t mean we should turn a blind eye to the technology’s potential when using it responsibly, says Jaime Donally, a well-known immersive learning expert.

From DSC:
I’m still not sure about this one…but I’ll try to be open to the possibilities here.

Educators Are Taking Action in AI Education to Make Future-Ready Communities — from edsurge.com by Annie Ning

Excerpt:

AI Explorations and Their Practical Use in School Environments is an ISTE initiative funded by General Motors. The program provides professional learning opportunities for educators, with the goal of preparing all students for careers with AI.

Recently, we spoke with three more participants of the AI Explorations program to learn about its ongoing impact in K-12 classrooms. Here, they share how the program is helping their districts implement AI curriculum with an eye toward equity in the classroom.

Stealth Legal AI Startup Harvey Raises $5M in Round Led By OpenAI — from lawnext.com by Bob Ambrogi

Excerpt (emphasis DSC):

A hitherto stealth legal AI startup emerged from the shadows today with news via TechCrunch that it has raised $5 million in funding led by the startup fund of OpenAI, the company that developed advanced neural network AI systems such as GPT-3 and DALL-E 2.

The startup, called Harvey, will build on the GPT-3 technology to enable lawyers to create legal documents or perform legal research by providing simple instructions using natural language.

The company was founded by Winston Weinberg, formerly an associate at law firm O’Melveny & Myers, and Gabriel Pereyra, formerly a research scientist at DeepMind and most recently a machine learning engineer at Meta AI.

How AI will change Education: Part I | Transcend Newsletter #59 [Arenaza]

On 11/05/2022, in 21st century, 24x7x365 access, art, Artificial Intelligence/Agents/LLMs/and Related, assessment, assistive technologies, bots, change, colleges, community colleges, content development, aggregation, repositories, copyright/ownership/NFTs, creativity, education, education technology, emerging technologies, future, future of higher education, game-changing environment, generational differences, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, languages and translation, law schools, learning, learning ecosystem, Learning from the Living [Class] Room, lifelong learning, platforms, reading, teachers, teaching & learning, the downsides of how people use tech, tools, training / L&D, United States, universities, vendors, vision/possibilities, writing, youth, by Daniel Christian

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.

“Using Virtual Reality for Career Training” + “AI interviews in VR prepare students for real jobseeking”

On 11/03/2022, in 24x7x365 access, A/V -- audio/visual, animation, Canada, career development, communications, education, education technology, Europe, human-computer interaction (HCI), immersion, innovation, instructional design, intelligent systems, intelligent tutoring, interaction design, interactivity, Learning Experience Design, Learning from the Living [Class] Room, multimedia, participation, pedagogy, platforms, presentations, productivity / tips and tricks, real-world assignments, simulations, skills, student-related, teachers, teaching & learning, technologies for your home, tools, United States, user experience (UX), vendors, Virtual Reality (VR) / worlds / learning, vision/possibilities, vocational / trades, workplace, XR - extended reality, youth, by Daniel Christian

Using Virtual Reality for Career Training — from techlearning.com by Erik Ofgang
The Boys & Girls Clubs of Indiana have had success using virtual reality simulations to teach students about career opportunities.

a Woman with a virtual reality set on occupies one half of the screen. The other shows virtual tools that she is controlling.

Excerpts:

Virtual reality can help boost CTE programs and teach students about potential careers in fields they may know nothing about, says Lana Taylor from the Indiana Alliance of Boys & Girls Clubs of America.
…
One of those other resources has been a partnership with Transfer VR to provide students access to headsets to participate in career simulations that can give them a tactile sense of what working in certain careers might be like.

“Not all kids are meant to go to college, not all kids want to do it,” Taylor says. “So it’s important to give them some exposure to different careers and workforce paths that maybe they hadn’t thought of before.”

AI interviews in VR prepare students for real jobseeking — from inavateonthenet.net

“Get Ready to Relearn How to Use the Internet” + several other items re: AI

On 11/02/2022, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, business, change, computer science, content development, aggregation, repositories, corporate / business world, data related items, emerging technologies, entrepreneurship, future, game-changing environment, generational differences, global / globalization, human-computer interaction (HCI), ideas, innovation, intelligent systems, intelligent tutoring, IT in HE, languages and translation, Learning from the Living [Class] Room, Natural Language Processing (NLP), NVIDIA, platforms, programming, skills, social learning / networks, society, vendors, vision/possibilities, by Daniel Christian

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.

What if smart TVs’ new killer app was a next-generation learning-related platform? [Christian]

On 09/06/2022, in 21st century, 24x7x365 access, A/V -- audio/visual, adult learning, Artificial Intelligence/Agents/LLMs/and Related, business, change, changing business models, cloud-based computing / apps / other cloud-related, CMS/LMS, collaboration, colleges, communications, communities of practice, community colleges, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, Daniel S. Christian, Design Thinking, digital audio, digital learning, digital photography, digital storytelling, digital textbooks, digital video, disruption, distance education, e-publishing related items (EPUB and more), education, education technology, educational games / serious games, emerging technologies, engagement / engaging students, experimentation, future of higher education, game-changing environment, global / globalization, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, law schools, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, legislatures / government / legal, liberal arts, library / librarians, lifelong learning, more voice more choice more control, multimedia, New "Amazon.com" of Higher Education, online learning, online media, online tutoring, personalized/customized learning, platforms, second screen apps, skills, smart classrooms, smart/connected TV, social learning / networks, society, staying relevant, strategy, streams of content, surviving, teaching & learning, teaching online, technologies for your home, telelegal, telemedicine / telehealth / virtual health, telepresence, television, tools, training / L&D, transmedia, trends, ubiquitous learning, United States, universities, user experience (UX), vendors, videoconferencing, Virtual courts and law firms, virtual field trips, virtual K-12 schools, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, web-based collaboration, Web3, webinars, by Daniel Christian

TV makers are looking beyond streaming to stay relevant — from protocol.com by Janko Roettgers and Nick Statt

Excerpts:

The search for TV’s next killer app
TV makers have some reason to celebrate these days: Streaming has officially surpassed cable and broadcast as the most popular form of TV consumption; smart TVs are increasingly replacing external streaming devices; and the makers of these TVs have largely figured out how to turn those one-time purchases into recurring revenue streams, thanks to ad-supported services.
…
What TV makers need is a new killer app. Consumer electronics companies have for some time toyed with the idea of using TV for all kinds of additional purposes, including gaming, smart home functionality and fitness. Ad-supported video took priority over those use cases over the past few years, but now, TV brands need new ways to differentiate their devices.

Turning the TV into the most useful screen in the house holds a lot of promise for the industry. To truly embrace this trend, TV makers might have to take some bold bets and be willing to push the envelope on what’s possible in the living room.

From DSC:
What if smart TVs’ new killer app was a next-generation learning-related platform? Could smart TVs deliver more blended/hybrid learning? Hyflex-based learning?
.

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Or what if smart TVs had to do with delivering telehealth-based apps? Or telelegal/virtual courts-based apps?

What would it take for higher education to develop/offer such “capability academies?” [Christian]

On 08/26/2022, in 21st century, 24x7x365 access, adjunct faculty, career development, changing business models, colleges, communities of practice, community colleges, competency-based learning/education, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, curriculum, Daniel S. Christian, Design Thinking, experimentation, faculty, future, future of higher education, game-changing environment, higher education, ideas, innovation, instructional design, intelligent systems, intelligent tutoring, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning spaces, lifelong learning, microlearning, more voice more choice more control, New "Amazon.com" of Higher Education, new business models, personalized/customized learning, platforms, society, staying relevant, streams of content, surviving, traditional / tradition, training / L&D, United States, universities, user experience (UX), using teams, vision/possibilities, vocational / trades, by Daniel Christian

From DSC:
Below are some reflections based on an article entitled, Understanding learning transfer through Archwell Academies. It’s from chieflearningofficer.com and was written by Erin Donovan and Keith Keating.

Excerpt:

To capitalize on learning transfer and extend learning beyond traditional training periods, practitioners have established capability academies. According to Josh Bersin, capability academies are the evolution of traditional training and self-directed learning. Bersin posited:

Capability academies are business-driven, collaborative learning environments that facilitate learning retention. . . . Going beyond rote lessons, capability academies help companies prepare for transformation by helping employees develop complex skills and providing guidance on how to apply them in the context of the business.

The core concept of capability academies rests on the importance of collaboration between the trainers and the business. The intention is to provide learners with practice of conceptual understanding and comparative scenarios in the context and environment where they will ultimately apply their skills. Capability academies focus on providing training distinctly aligning with learners’ job responsibilities.

From DSC:
First of all, I have a lot of respect for the people that this article mentions, such as Josh Bersin and Will Thalheimer. So this article caught me eye.

It seems to me that the corporate world is asking for institutions of traditional higher education to deliver such “capability academies.” But that makes me wonder, could this even be done? Surely there aren’t enough resources to develop/deliver/maintain so many environments and contexts, right? It took Archwell, a global mortgage services outsourcing provider, an entire year to systematically design and develop such customized capability academies — just for their clients’ businesses.

The article goes on:

The core concept of capability academies rests on the importance of collaboration between the trainers and the business. The intention is to provide learners with practice of conceptual understanding and comparative scenarios in the context and environment where they will ultimately apply their skills. Capability academies focus on providing training distinctly aligning with learners’ job responsibilities.

Context. Skills. Acquiring knowledge. Being able to apply that knowledge in a particular environment. Wow…that’s a lot to ask institutions of traditional higher education to deliver. And given the current setup, it’s simply not going to happen. Faculty members’ plates are already jammed-packed. They don’t have time to go out and collaborate with each business in their area (even with more sabbaticals…I don’t see it happening).

I’m sure many at community colleges could chime in here and would likely say that that’s exactly what they are doing. But I highly doubt that they are constantly delivering this type of customized offering for all of the businesses in each major city in their area.

I can hear those in corporate training programs saying that that’s what they are doing for their own business. But they don’t provide it for other businesses in their area.

So, what would it take for higher education to develop/offer such “capability academies?” Is it even possible?

We continue to struggle to design the ultimate learning ecosystem(s) — one(s) whereby we can provide personalized learning experiences for each person and business. We need to continue to practice design thinking here, as we seek to provide valuable, relevant/up-to-date, and cradle-to-grave learning experiences.

The problem is, the pace of change has changed. Institutions of traditional higher education can’t keep up. And frankly, neither can most businesses out there.

I keep wondering if a next-generation learning platform — backed up by AI but delivered with human expertise — will play a role in the future. The platform would offer products and services from teams of individuals — and/or from communities of practices — who can provide customized, up-to-date training materials and the learning transfers that this article discusses.

But such a platform would have to offer socially-based learning experiences and opportunities for accountability. Specific learning goals and learning cohorts help keep one on track and moving forward.

‘Hologram patients’ and mixed reality headsets help train UK medical students in world first

On 07/18/2022, in 21st century, 24x7x365 access, 3D, A/V -- audio/visual, content development, aggregation, repositories, Design Thinking, digital audio, digital learning, digital video, education technology, emerging technologies, engagement / engaging students, experimentation, face-to-face, future, future of higher education, game-changing environment, global / globalization, health, higher education, Holographic comms, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, interaction design, interactivity, learning, learning agents, learning ecosystem, Learning Experience Design, learning hubs & pods & microschooling, learning spaces, Mixed Reality (MR), UK, universities, usability, user experience (UX), using teams, vendors, XR - extended reality, by Daniel Christian

‘Hologram patients’ and mixed reality headsets help train UK medical students in world first — from uk.news.yahoo.com

Excerpts:

Medical students in Cambridge, England are experiencing a new way of “hands-on learning” – featuring the use of holographic patients.

Through a mixed reality training system called HoloScenarios, students at Addenbrooke’s Hospital, part of the Cambridge University Hospitals NHS Foundation Trust, are now being trained via immersive holographic patient scenarios in a world first.
…
The new technology is aimed at providing a more affordable alternative to traditional immersive medical simulation training involving patient actors, which can demand a lot of resources.

Developers also hope the technology will help improve access to medical training worldwide.

Learning Ecosystems

What would it take for higher education to develop/offer such “capability academies?” [Christian]

‘Hologram patients’ and mixed reality headsets help train UK medical students in world first

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