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“Generative AI and the future of work in America” [McKinsey] + several other AI-related items

On 07/29/2023, in Artificial Intelligence/Agents/LLMs/and Related, career development, change, colleges, community colleges, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, education, education technology, elearning, emerging technologies, experimentation, future, higher education, innovation, instructional design, intelligent systems, intelligent tutoring, learning ecosystem, Learning Experience Design, tools, training / L&D, trends, United States, universities, vendors, workplace, by Daniel Christian

Generative AI and the future of work in America — from mckinsey.com by Kweilin Ellingrud, Saurabh Sanghvi, Gurneet Singh Dandona, Anu Madgavkar, Michael Chui, Olivia White, and Paige Hasebe

At a glance

  • During the pandemic (2019–22), the US labor market saw 8.6 million occupational shifts, 50 percent more than in the previous three-year period.
  • By 2030, activities that account for up to 30 percent of hours currently worked across the US economy could be automated—a trend accelerated by generative AI.
  • Federal investment to address climate and infrastructure, as well as structural shifts, will also alter labor demand.
  • An additional 12 million occupational transitions may be needed by 2030.
  • The United States will need workforce development on a far larger scale as well as more expansive hiring approaches from employers.

Employers will need to hire for skills and competencies rather than credentials, recruit from overlooked populations (such as rural workers and people with disabilities), and deliver training that keeps pace with their evolving needs.

The AI-Powered, Totally Autonomous Future of War Is Here — from wired.com by Will Knight
Ships without crews. Self-directed drone swarms. How a US Navy task force is using off-the-shelf robotics and artificial intelligence to prepare for the next age of conflict.

From DSC:
Hhhhmmmmm…..not good. Is anyone surprised by this? No, I didn’t think so either. That’s why the United States and China are so heated up about semiconductor chips.

AI puts glitch in graduates’ employment plans — from hrdive.com by Ginger Christ
Recent grads are worried how AI will affect their career prospects, a new survey found.

Excerpt:

  • The proliferation of new technologies like generative artificial intelligence is making recent graduates uneasy, a new study released Thursday found. A third of the 1,000 people who graduated in the past year said they are second-guessing their career choice, while roughly half reported questioning their workforce preparedness and feeling threatened by AI, according to the 2023 Employability Report by Cengage Group, a global education technology company.

“The workplace has changed rapidly in the last few years, and now we are witnessing a new shift as AI begins to reshape worker productivity, job requirements, hiring habits and even entire industries,” Michael Hansen, Cengage Group CEO, said in a news release. 

Along these lines, also see:

AI Boom Creates Concerns for Recent Graduates — from insidehighered.com by  Lauren Coffey

More than half of recent graduates question whether they are properly prepared for the workforce in light of the rise of artificial intelligence, a survey finds.
…
There is also more of a preference for skills training credentials. Among employers, nearly 40 percent said skills training credentials are most important, while only 19 percent ranked a college degree as most important.
…
However, recent graduates did cite an issue with most higher education institutions’ ability to teach employability skills. In 2023, 43 percent of students said their degree program taught them the necessary skills for their first job, down 20 percentage points from 2022.

Instructure, Khan Academy Announce Major Partnership On AI Tutoring, Teaching
— from forbes.com by Derek Newton

The news is that Instructure, one of the few public education companies and the market leader in learning management with their signature product Canvas, struck a partnership with Khan Academy to create an AI-powered tutoring and teaching assistant tool – merging Khan’s innovative instructional content and Instructure’s significant reach, scale, and data insights. The partnership and related tools will be known as Khanmigo, according to the announcement.

On brand names alone, this is a big deal. On potential impact, it could be even bigger.

How To Use AI to Write Scenarios — from christytuckerlearning.com by Christy Tucker
How can you use AI to write scenarios for learning? Read this example with prompts and results using ChatGPT and Bard.

Excerpts:

So far, I have found these tools helpful in generating ideas, writing first drafts, and summarizing. They work better for general knowledge tasks than really specific topics unless I provide more details to them, which makes sense.

This post isn’t going to give you “5 magical prompts to instantly write scenarios for you” or anything like that. Instead, this is a “working out loud” post where I’ll share some prompts I have used.

Christy’s posting includes:

  1. “The Meeting from Hell”
  2. “The Backstabbing Coworker”
  3. “The Boss from Hell”
  4. “The Office Romance Gone Wrong”
  5. “The New Hire with Attitude”

Some potential tools for you to check out:

The Rise of the Talent Economy — from drphilippahardman.substack.com by Dr. Philippa Hardman
How Education & Training Will Dictate the Future & Impact of AI

“Talent, more than capital, will represent the critical factor of production.”
…
In short, the demand for AI skills requires a significant transformation in training and education models. To bridge the global skills gap, educational institutions, online learning providers, and employers must design and deliver training programs that cater to the rapidly evolving AI-driven labor market. 

How ChatGPT killed my discussion boards and prompted new prompts — from timeshighereducation.com by Sara Cline; per Robert Gibson on LinkedIn
Advice on learning and discussion prompts that require students to think beyond the remit of AI responses

Excerpts:

To combat this problem, we modified some of our prompts this summer to try to prevent students from using AI to avoid learning. I’m sharing some of our strategies in the hope that they help you out as you adapt your course to a world of generative AI.

  1. Use prompts that force a personal opinion.
  2. Have students include their source(s) as an attachment.
  3. Use current or local events.
  4. Have them take and caption a photo.
  5. Draw a diagram or chart.
  6. Build and explain a 3D model.
  7. Include timestamps from lecture videos.
  8. Scrap the discussion boards.

Dark web ChatGPT is here… — from therundown.ai

The Rundown: A new cybercrime generative AI tool called FraudGPT is being advertised on the Dark web and Telegram channels, offering offensive capabilities like crafting spear-phishing emails and creating undetectable malware.
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Why it matters: Scammers can now look more realistic than ever before and at a larger scale. The sad truth is that the emergence of cybercrime AI tools like FraudGPT is just beginning.

From DSC:
If true and if it could help build and/or contribute to cloud-based learner profiles,  this could be huge.

Wayfair’s AI tool can redraw your living room and sell you furniture — from theverge.com by Wes Davis
The home decoration company’s new Decorify AI remodeling tool is clumsy but could be effective for visualization while remodeling.

A living room -- Wayfair is experimenting with using AI technologies to help people envision interior design moves

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McKinsey Technology Trends Outlook 2023

On 07/28/2023, in Artificial Intelligence/Agents/LLMs/and Related, Augmented Reality (AR), innovation, instructional design, intelligent systems, mobile technologies, technology (general), trends, vendors, Virtual Reality (VR) / worlds / learning, XR - extended reality, by Daniel Christian

McKinsey Technology Trends Outlook 2023 — from mckinsey.com

Excerpt:

Which technology trends have the most momentum in an accelerating world? We ranked the top cross-industry trends that matter most for companies and executives.

McKinsey Technology Trends Outlook 2023

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The Evolution of Public Libraries [Khan]

On 07/17/2023, in design, learning spaces, library / librarians, society, trends, UK, by Daniel Christian

The Evolution of Public Libraries — from designinglibraries.org.uk by Ayub Khan
Designing Libraries Director, Ayub Khan, looks at the evolution of public libraries – and the implications for library design

Reinvention
Public libraries have always adapted and reinvented themselves to the changing needs and preferences of their users – and they continue to do so. Books and reading remain central to what libraries do but – it’s a bit of a cliché to say so – they are not just about books nowadays. They are social places at the centre of their communities.

Having worked on the initial design concepts for the new Library of Birmingham, earlier in my career, I know books were only part of the plans. When I started out as a librarian around 75% of library spaces were for books and 25% for other activities and events. Now it’s the other way round.

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Public confidence in higher ed plunges — again [Seltzer & Schermele]

On 07/14/2023, in adjunct faculty, business side of he, change, colleges, community colleges, Emotion, faculty/staff, future of higher education, game-changing environment, higher education, learning ecosystem, parents/guardians, reinvent, society, staying relevant, student-related, surviving, trends, United States, universities, by Daniel Christian

Commentary from Rick Seltzer re: “Public confidence in higher ed plunges — again” — from chronicle.com

Excerpt:

Only 36 percent of Americans say they have a great deal or quite a lot of confidence in higher education, according to a survey Gallup conducted in June. That’s down from 48 percent who said the same in 2018 and 57 percent in 2015.

It’s also broadly consistent with a March Wall Street Journal-NORC survey that found just 42 percent of respondents thought college was worth the cost because it improves career prospects.

Confidence waned among all major groups. Sharpest declines were among Republicans, those without a college degree, women, and the oldest respondents.

Rick links to Zachary’s article:

Public Trust in Higher Ed Has Plummeted. Yes, Again. — from chronicle.com by Zachary Schermele
Americans’ confidence in higher ed is continuing to shrivel — a troubling sign that could foreshadow further erosion of colleges’ enrollment, funding, and stature in the coming years.
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Also relevant/see:

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“YouTube tests AI-generated quizzes on educational videos” [Forristal] + numerous other items re: AI in education/HE/corporate training

On 07/13/2023, in 21st century, 24x7x365 access, adjunct faculty, Artificial Intelligence/Agents/LLMs/and Related, assessment, change, colleges, community colleges, computer science, education, education technology, emerging technologies, experimentation, faculty/staff, future, future of higher education, game-changing environment, generational differences, global / globalization, Google, higher education, human-computer interaction (HCI), instructional design, intelligent systems, intelligent tutoring, journalism, K-12 related, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning preferences, lifelong learning, platforms, productivity / tips and tricks, professional development, programming, research, science, student-related, teachers, teaching & learning, tools, trends, United States, universities, vendors, vision/possibilities, by Daniel Christian

YouTube tests AI-generated quizzes on educational videos — from techcrunch.com by Lauren Forristal

YouTube tests AI-generated quizzes on educational videos

YouTube is experimenting with AI-generated quizzes on its mobile app for iOS and Android devices, which are designed to help viewers learn more about a subject featured in an educational video. The feature will also help the video-sharing platform get a better understanding of how well each video covers a certain topic.

Incorporating AI in Teaching: Practical Examples for Busy Instructors — from danielstanford.substack.com by Daniel Stanford; with thanks to Derek Bruff on LinkedIn for the resource

Since January 2023, I’ve talked with hundreds of instructors at dozens of institutions about how they might incorporate AI into their teaching. Through these conversations, I’ve noticed a few common issues:

  • Faculty and staff are overwhelmed and burned out. Even those on the cutting edge often feel they’re behind the curve.
  • It’s hard to know where to begin.
  • It can be difficult to find practical examples of AI use that are applicable across a variety of disciplines.

To help address these challenges, I’ve been working on a list of AI-infused learning activities that encourage experimentation in (relatively) small, manageable ways.

September 2023: The Secret Intelligent Beings on Campus — from stefanbauschard.substack.com by Stefan Bauschard
Many of your students this fall will be enhanced by artificial intelligence, even if they don’t look like actual cyborgs. Do you want all of them to be enhanced, or just the highest SES students?

How to report better on artificial intelligence — from cjr.org (Columbia Journalism Review) by Syash Kapoor, Hilke Schellmann, and Ari Sen

In the past few months we have been deluged with headlines about new AI tools and how much they are going to change society.

Some reporters have done amazing work holding the companies developing AI accountable, but many struggle to report on this new technology in a fair and accurate way.

We—an investigative reporter, a data journalist, and a computer scientist—have firsthand experience investigating AI. We’ve seen the tremendous potential these tools can have—but also their tremendous risks.

As their adoption grows, we believe that, soon enough, many reporters will encounter AI tools on their beat, so we wanted to put together a short guide to what we have learned.

AI

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DSC:
Something I created via Adobe Firefly (Beta version)

 

The 5 reasons L&D is going to embrace ChatGPT — from chieflearningoffice.com by Josh Bersin

Does this mean it will do away with the L&D job? Not at all — these tools give you superhuman powers to find content faster, put it in front of employees in a more useful way and more creatively craft character simulations, assessments, learning in the flow of work and more.

And it’s about time. We really haven’t had a massive innovation in L&D since the early days of the learning experience platform market, so we may be entering the most exciting era in a long time.

Let me give you the five most significant use cases I see. And more will come.

AI and Tech with Scenarios: ID Links 7/11/23 — from christytuckerlearning.com by Christy Tucker

As I read online, I bookmark resources I find interesting and useful. I share these links periodically here on my blog. This post includes links on using tech with scenarios: AI, xAPI, and VR. I’ll also share some other AI tools and links on usability, resume tips for teachers, visual language, and a scenario sample.

It’s only a matter of time before A.I. chatbots are teaching in primary schools — from cnbc.com by Mikaela Cohen

Key Points

  • Microsoft co-founder Bill Gates saying generative AI chatbots can teach kids to read in 18 months rather than years.
  • Artificial intelligence is beginning to prove that it can accelerate the impact teachers have on students and help solve a stubborn teacher shortage.
  • Chatbots backed by large language models can help students, from primary education to certification programs, self-guide through voluminous materials and tailor their education to specific learning styles [preferences].

The Rise of AI: New Rules for Super T Professionals and Next Steps for EdLeaders — from gettingsmart.com by Tom Vander Ark

Key Points

  • The rise of artificial intelligence, especially generative AI, boosts productivity in content creation–text, code, images and increasingly video.
  • Here are six preliminary conclusions about the nature of work and learning.

The Future Of Education: Embracing AI For Student Success — from forbes.com by Dr. Michael Horowitz

Unfortunately, too often attention is focused on the problems of AI—that it allows students to cheat and can undermine the value of what teachers bring to the learning equation. This viewpoint ignores the immense possibilities that AI can bring to education and across every industry.

The fact is that students have already embraced this new technology, which is neither a new story nor a surprising one in education. Leaders should accept this and understand that people, not robots, must ultimately create the path forward. It is only by deploying resources, training and policies at every level of our institutions that we can begin to realize the vast potential of what AI can offer.

AI Tools in Education: Doing Less While Learning More — from campustechnology.com by Mary Grush
A Q&A with Mark Frydenberg

Why Students & Teachers Should Get Excited about ChatGPT — from ivypanda.com with thanks to Ruth Kinloch for this resource

Table of Contents for the article at IvyPanda.com entitled Why Students & Teachers Should Get Excited about ChatGPT

Excerpt re: Uses of ChatGPT for Teachers

  • Diverse assignments.
  • Individualized approach.
  • Interesting classes.
  • Debates.
  • Critical thinking.
  • Grammar and vocabulary.
  • Homework review.

SAIL: State of Research: AI & Education — from buttondown.email by George Siemens
Information re: current AI and Learning Labs, education updates, and technology

Why ethical AI requires a future-ready and inclusive education system — from weforum.org

A specter is haunting higher education — from aiandacademia.substack.com by Bryan Alexander
Fall semester after the generative AI revolution

In this post I’d like to explore that apocalyptic model. For reasons of space, I’ll leave off analyzing student cheating motivations or questioning the entire edifice of grade-based assessment. I’ll save potential solutions for another post.

Let’s dive into the practical aspects of teaching to see why Mollick and Bogost foresee such a dire semester ahead.

Items re: Code Interpreter

Code Interpreter continues OpenAI’s long tradition of giving terrible names to things, because it might be most useful for those who do not code at all. It essentially allows the most advanced AI available, GPT-4, to upload and download information, and to write and execute programs for you in a persistent workspace. That allows the AI to do all sorts of things it couldn’t do before, and be useful in ways that were impossible with ChatGPT.

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Legal items

MISC items

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Here’s why K–12 teachers are quitting [McKinsey] + several other items re: teachers/K12

On 07/06/2023, in career development, change, education, education reform, instructional design, K-12 related, learning ecosystem, parents/guardians, participation, teachers, trends, United States, workplace, by Daniel Christian

Here’s why K–12 teachers are quitting — from mckinsey.com

Excerpt:

School’s out for summer, but will educators return to the classroom in the fall? Nearly a third of US K–12 educators—or roughly 900,000 teachers—said in a recent McKinsey survey they are thinking of leaving their jobs before the next school year. “The longer [talent shortages] go unaddressed, the more potential damage they could cause to students and the future of the nation,” write partner Jake Bryant and coauthors. “By tailoring solutions that address the root causes of attrition, leaders could potentially build more fulfilling and equitable environments that better serve not only educators but also students and society at large.” Check out these insights for more on the factors that motivate educators to stay or leave, and dive into other vital issues impacting American public education.

Teachers Leaving the Classroom: An EdSurge Summer Reading List — from edsurge.com by Rebecca Koenig

Excerpt:

In fact, our top pieces all address the reality that plenty of educators are thinking of leaving the classroom behind. A National Education Association survey from 2022 found that more than half of educators were thinking of departing the profession earlier than planned.

As EdSurge senior reporter Emily Tate Sullivan wrote earlier this year, “Most educators have not left, and many never will. But some are following through; they’re walking out of their classrooms and away from the careers they thought they’d have for life.”

What Should You Learn for an Instructional Design Career? — from theelearningcoach.com by Connie Malamed

Excerpt:

Instructional design is a multidisciplinary field. This explains why it is often overwhelming when you want to transition into the career. There are so many shiny objects to attract your attention along the way. Do you love visual design? We’ve got it. Are you fascinated by the latest technologies? We’ve got that too. Perhaps you’re interested in data and analytics? We’ve got a place for you.

No wonder one of the most common questions I’m asked during coaching calls is, “Where do I start?” If you need help, here is the path I recommend regarding what to learn for a career in instructional design. To reduce stress and confusion, learn and build skills in one area at a time.

How to Transition From Teacher to Instructional Designer [2023 Guide] — from devlinpeck.com by Devlin Peck

Opinion: We must remove barriers that keep teachers away from our profession and encourage a diverse workforce — from hechingerreport.org by Sharif El-Mekki
Keeping teachers of color in classrooms requires a hard look at the state and district policies that work against them

Schools can’t afford to lose teachers of color. And with public schools struggling to fill teacher vacancies with qualified educators, district and school leaders can’t afford to lose any more teachers,period.

Teachers and Families Are More Divided Than Ever — and Students Are Losing Out — from edsurge.com by Alicia Simba

What I’ve found is that inviting families in as collaborators has not only strengthened my students’ performance in school, but it has strengthened the bonds I have with their families, which is important, especially when those relationships are put under pressure in times of conflict. And conflict does inevitably come.

The problems facing schools are complex ones without easy answers, so we will disagree. But parents and families need to work with each other, not against each other, in order to jointly create the best schools for all of our kids.

Survey: Nearly half of parents looking to switch their kids’ schools — from reimaginedonline.org

Excerpt:

Nearly half of all parents are seeking new schools for their children in the 2023-24 school year. The data comes from a new survey by National School Choice Week, which found that 45.9 percent of parents want to enroll their child in a different learning environment this fall.

Of those parents, about 17 percent are still considering their options; 13 percent enrolled their student in a new school; 8.4 percent applied, and 7.5 percent chose homeschooling. That leaves 54 percent of parents keeping their child in their current school.

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Coursera’s Global Skills Report for 2023

On 06/29/2023, in Africa, Artificial Intelligence/Agents/LLMs/and Related, Asia, Australia, business, Canada, career development, change, colleges, communities of practice, community colleges, computer science, corporate / business world, corporate universities / corporate training, Europe, global / globalization, higher education, human-computer interaction (HCI), India, intelligent systems, K-12 related, learning ecosystem, lifelong learning, platforms, reinvent, research, skills, society, staying relevant, trends, UK, United States, universities, vendors, by Daniel Christian

Coursera’s Global Skills Report for 2023 — from coursera.org
Benchmark talent and transform your workforce with skill development and career readiness insights drawn from 124M+ learners.

Excerpt:

Uncover global skill trends
See how millions of registered learners in 100 countries are strengthening critical business, technology, and data science skills.

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Legaltech and other legal-related items

On 06/28/2023, in Artificial Intelligence/Agents/LLMs/and Related, Canada, cloud-based computing / apps / other cloud-related, emerging technologies, innovation, law schools, legal reform, legal technologies, legislatures / government / legal, mobile technologies, platforms, tools, trends, by Daniel Christian

Pilot projects using AI in legal world produce mixed results, but still promising: legal tech panel — from canadianlawyermag.com by Zena Olijnyk
Canadian Legal Tech Summit attendees hear of challenges, benefits of AI as ‘hype’ continues to grow

Excerpt:

A pilot project designed to test the potential of artificial intelligence tools at McCarthy Tétrault LLP showed that certain types of applications for the legal profession seemed to work better than others, panellists told attendees to the recent Canadian Lawyer Legal Tech Summit.

“I would say that the results were mixed,” David Cohen, senior director of client service delivery for the firm. During the panel, moderated by University of Calgary assistant professor Gideon Christian, Cohen spoke about a pilot of about 40 lawyers from different practices at the firm who used an AI platform with only public data.

The group [testing the platform] said it needs to get better before we start using this for research,” he said. However, he said, when it came to tasks like generating documents, reviewing 100-page cases “and summarizing and analyzing them,” the AI platforms did much better.

What are the top legal technology trends in 2023? — from legalitprofessionals.com

Excerpt:

To help with this, our Client Success Team have summarised the eight key legal technology trends in the market, as well as the themes discussed at recent legal technology events and conferences including the British Legal Technology Forum and iManage ConnectLive Virtual 2023, both of which we were proud to sponsor.

On a somewhat related note, also see:

Designing the Law Office of the Future — from workdesign.com by Deborah Nemeth
Deborah Nemeth of SmithGroup shares how inspiration from higher education and hospitality can help inform the next evolution of the law office.

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“Learning In The Digital Age: Reskilling And The Evolution Of Education” [Kis] and other HE related items

On 06/27/2023, in business, business side of he, collaboration, colleges, community colleges, corporate / business world, corporate universities / corporate training, cost of getting a degree, credentialing, economics, higher education, instructional design, learning, learning ecosystem, Learning Experience Design, parents/guardians, skills, traditional / tradition, training / L&D, trends, United States, universities, by Daniel Christian

Private Student Loans Have Gotten 2x More Expensive Since 2021 — from forbes.com by Vinay Bhaskara; via GSV

Excerpts:

Higher ed may appear less impacted on the surface. But a small yet critical cohort of students and families has been heavily affected – students and parents who take out private student loans. Private student loans are a small piece of the overall student loan puzzle, representing roughly 8% of outstanding student debt (~$146.9 billion) according to a March 2023 analysis from Federal Student Aid.
…
Private student loans have gotten way more expensive
With that context in mind, it’s worth analyzing how the rise in interest rates has impacted borrowing costs for families. The numbers are staggering. As the Fed has hiked interest rates, private loan borrowing costs have more than doubled since November of 2021. The average interest rate on a 10-year private student loan has jumped from a low of 3.3% in November 2021 to 7% at the end of May 2023. Interest rates for 5-year private loans have skyrocketed even faster, jumping from a low of 2.4% all the way to 8.70% across the same period.
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Higher Ed 101: Accreditation Explained — a podcast from futureupodcast.com by Jeff Selingo and Michael Horn

Excerpt:

Tuesday, June 6, 2023 – Far too often, individuals in higher education don’t understand the nuances of how accreditors operate and the role they play in supporting—or constraining—institutions. Jeff and Michael welcome Barbara Brittingham, former president of the New England Commission on Higher Education, to give the history of accreditation, break down how accrediting agencies operate, show how they compare to one another, and delve into how they might evolve in the future with an eye toward how these organizations impact institutional transformation and support learners in achieving their education and career goals. This episode is made possible with support from Ascendium Education Group, the Bill & Melinda Gates Foundation, and Course Hero.
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Building Apprenticeship Nation with Ryan Craig of Achieve Partners — a podcast from edtechinsiders.buzzsprout.com with Ryan Craig
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Rich Novak (Rutgers University) on Evaluating the Changes in Higher Ed — a podcast from Illumination by Modern Campus with Amrit Ahluwalia and Rich Novak. Thanks Amrit for all that you’ve done and are doing.

Excerpt:

On today’s episode of the Illumination by Modern Campus podcast, host Amrit Ahluwalia was joined by Rich Novak to evaluate the changes in higher education over the past decade, and the opportunities ahead for continuing education.
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Council Post: Learning In The Digital Age: Reskilling And The Evolution Of Education — from forbes.com by Daphne Kis

Excerpt:

Partnering With Higher Education
I believe that companies can gain a competitive edge in hiring and retention by establishing long-term partnerships with educators, universities and other pedagogically-driven institutions. However, it is crucial to design these partnerships with scale and replication in mind in order to avoid high costs and low adoption rates that can result in failure.

Establishing a successful partnership will also require companies and universities to determine and agree on the skill-based outcomes they aim to achieve. They will have to find effective ways to share data, develop timelines and measure success for both parties.

This is a shift from traditional partnerships, which often focus on research and innovation initiatives. With this, intellectual property was the outcome of the collaboration. Instead, in a reskilling partnership, in-demand skills are the outcome.
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EDUCAUSE and WCET QuickPoll Results: Current Trends in Microcredential Design and Delivery — from er.educause.edu by Jenay Robert
Microcredentialing programs remain nascent at many institutions, but interest continues to grow. As the demand for flexible learning experiences increases, stakeholders might find renewed interest in and uses for microcredentials.

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“AI-driven Legal Apprenticeships” [Kubicki] plus other AI & legaltech related postings

On 06/26/2023, in 21st century, 24x7x365 access, Access to Justice (A2J), Alternatives, Artificial Intelligence/Agents/LLMs/and Related, business, change, changing business models, cloud-based computing / apps / other cloud-related, collaboration, corporate / business world, dangers of the status quo, Daniel S. Christian, future, game-changing environment, generational differences, ideas, instructional design, IT in HE, law schools, learner profiles, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning preferences, Legal operations, legal reform, legal technologies, legislatures / government / legal, lifelong learning, online tutoring, personalized/customized learning, society, the downsides of how people use tech, tools, trends, United States, vendors, Virtual courts and law firms, vision/possibilities, web-based collaboration, workplace, by Daniel Christian

AI-driven Legal Apprenticeships — from thebrainyacts.beehiiv.com by Josh Kubicki

Excerpts:

My hypothesis and research suggest that as bar associations and the ABA begin to recognize the on-going systemic issues of high-cost legal education, growing legal deserts (where no lawyer serves a given population), on-going and pervasive access to justice issues, and a public that is already weary of the legal system – alternative options that are already in play might become more supported.

What might that look like?

The combination of AI-assisted education with traditional legal apprenticeships has the potential to create a rich, flexible, and engaging learning environment. Here are three scenarios that might illustrate what such a combination could look like:

    • Scenario One – Personalized Curriculum Development
    • Scenario Two – On-Demand Tutoring and Mentoring
    • Scenario Three – AI-assisted Peer Networks and Collaborative Learning:

Why Companies Are Vastly Underprepared For The Risks Posed By AI — from forbes.com by
Accuracy, bias, security, culture, and trust are some of the risks involved

Excerpt:

We know that there are challenges – a threat to human jobs, the potential implications for cyber security and data theft, or perhaps even an existential threat to humanity as a whole. But we certainly don’t yet have a full understanding of all of the implications. In fact, a World Economic Forum report recently stated that organizations “may currently underappreciate AI-related risks,” with just four percent of leaders considering the risk level to be “significant.”

A survey carried out by analysts Baker McKenzie concluded that many C-level leaders are over-confident in their assessments of organizational preparedness in relation to AI. In particular, it exposed concerns about the potential implications of biased data when used to make HR decisions.

AI & lawyer training: How law firms can embrace hybrid learning & development — thomsonreuters.com
A big part of law firms’ successful adaptation to the increased use of ChatGPT and other forms of generative AI, may depend upon how firmly they embrace online learning & development tools designed for hybrid work environments

Excerpt:

As law firms move forward in using of advanced artificial intelligence such as ChatGPT and other forms of generative AI, their success may hinge upon how they approach lawyer training and development and what tools they enlist for the process.

One of the tools that some law firms use to deliver a new, multi-modal learning environment is an online, video-based learning platform, Hotshot, that delivers more than 250 on-demand courses on corporate, litigation, and business skills.

Ian Nelson, co-founder of Hotshot, says he has seen a dramatic change in how law firms are approaching learning & development (L&D) in the decade or so that Hotshot has been active. He believes the biggest change is that 10 years ago, firms hadn’t yet embraced the need to focus on training and development.

From DSC:
Heads up law schools. Are you seeing/hearing this!?

  • Are we moving more towards a lifelong learning model within law schools?
  • If not, shouldn’t we be doing that?
  • Are LLM programs expanding quickly enough? Is more needed?

Legal tech and innovation: 3 ways AI supports the evolution of legal ops — from lexology.com

Excerpts:

  1. Simplified legal spend analysis
  2. Faster contract review
  3. Streamlined document management

AI’s Potential for Access to Justice -- a podcast from the Legal Talk Network

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AI in Learning: The Impact of ChatGPT on L&D & Workflow Learning [Mosher & Clark]. Plus other items that show that the AI competition continues!

On 05/29/2023, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, assistive technologies, Bias | Diversity Equity & Inclusion (DE&I), digital learning, digital video, education, education technology, educational games / serious games, emerging technologies, future, game-changing environment, health, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning spaces, Microsoft, NVIDIA, professional development, teachers, teaching & learning, teaching online, technologies for your home, tools, training / L&D, trends, UK, United States, vendors, vision/possibilities, webinars, by Daniel Christian

From DSC:
And how long before that type of interactivity is embedded into learning-related applications/games?!

 

AI in Learning: The Impact of ChatGPT on L&D & Workflow Learning — from linkedin.com; this event by Bob Mosher features his conversation with Donald Clark

AI in Learning: The Impact of ChatGPT on L&D & Workflow Learning -- from linkedin.com; this event by Bob Mosher features his conversation with Donald Clark

Bill Gates says AI is poised to destroy search engines and Amazon — from futurism.com by Victor Tangermann
Who will win the AI [competition]? (DSC: I substituted the word competition here, as that’s what it is. It’s not a war, it’s a part of America’s way of doing business.)

“Whoever wins the personal agent, that’s the big thing, because you will never go to a search site again, you will never go to a productivity site, you’ll never go to Amazon again,” Gates said during a Goldman Sachs event on AI in San Francisco this week, as quoted by CNBC.

These AI assistants could “read the stuff you don’t have time to read,” he said, allowing users to get to information without having to use a search engine like Google.

EdX launches ChatGPT-powered plugin, learning assistant — from edscoop.com
The online learning firm edX introduced two new tools powered by ChatGPT, the “first of many innovations” in generative AI for the platform.

The online learning platform edX introduced two new tools on Friday based on OpenAI’s ChatGPT technology: an edX plugin for ChatGPT and a learning assistant embedded in the edX platform, called Xpert.

According to the company, its plugin will enable ChatGPT Plus subscribers to discover educational programs and explore learning content such as videos and quizzes across edX’s library of 4,200 courses.

Bing is now the default search for ChatGPT — from theverge.com by Tom Warren; via superhuman.beehiiv.com
The close partnership between Microsoft and OpenAI leads to plug-in interoperability and search defaults.

Excerpt:

OpenAI will start using Bing as the default search experience for ChatGPT. The new search functionality will be rolling out to ChatGPT Plus users today and will be enabled for all free ChatGPT users soon through a plug-in in ChatGPT.

How ChatGPT Could Help or Hurt Students With Disabilities — from chronicle.com by Beth McMurtrie

Excerpt:

  • Students with mobility challenges may find it easier to use generative AI tools — such as ChatGPT or Elicit — to help them conduct research if that means they can avoid a trip to the library.
  • Students who have trouble navigating conversations — such as those along the autism spectrum — could use these tools for “social scripting.” In that scenario, they might ask ChatGPT to give them three ways to start a conversation with classmates about a group project.
  • Students who have trouble organizing their thoughts might benefit from asking a generative AI tool to suggest an opening paragraph for an essay they’re working on — not to plagiarize, but to help them get over “the terror of the blank page,” says Karen Costa, a faculty-development facilitator who, among other things, focuses on teaching, learning, and living with ADHD. “AI can help build momentum.”
  • ChatGPT is good at productive repetition. That is a practice most teachers use anyway to reinforce learning. But AI can take that to the next level by allowing students who have trouble processing information to repeatedly generate examples, definitions, questions, and scenarios of concepts they are learning.

It’s not all on you to figure this out and have all the answers. Partner with your students and explore this together.

A new antibiotic, discovered with artificial intelligence, may defeat a dangerous superbug — from edition.cnn.com by Brenda Goodman

8 YouTube Channels to Learn AI — from techthatmatters.beehiiv.com by Harsh Makadia

  • The AI Advantage (link)
  • Jason West (link)
  • TheAIGRID (link)
  • Prompt Engineering (link)
  • Matt Wolfe (link)
  • Two-Minute Papers (link)
  • Brett Malinowski (link)
  • 10X Income (link)

AI and the Future of Teaching and Learning | Insights and Recommendations from the Office of Educational Technology

Artificial Intelligence and the Future of Teaching and Learning | Insights and Recommendations — with thanks to Robert Gibson on LinkedIn for this resource

Ai Valley -- the latest source of AI tools and prompts

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“Corporate legal departments see use cases for generative AI & ChatGPT, new report finds” + other legal/legaltech related items

On 05/27/2023, in bots, Canada, corporate / business world, innovation, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, Michigan, society, trends, UK, United States, vendors, by Daniel Christian

Corporate legal departments see use cases for generative AI & ChatGPT, new report finds — from thomsonreuters.com

New legal tech tools showcased at CLOC 2023 — from legaldive.comRobert Freedman
Innovations include a better way to evaluate law firm proposals, centralize all in-house legal requests in a single intake function and analyze agreements.

Guest post: CLOC 2023 – Key insights into how to drive value during changing economic times — from legaltechnology.com by Valerie Chan

Excerpt:

Typically, Legalweek has always been focused on eDiscovery, while CLOC was focused on matter management and contracts management. This time I noticed more balance in the vendor hall and sessions, with a broader range of services providers than before, including staffing providers, contracts management vendors and other new entrants in addition to eDiscovery vendors.

One theme dominated the show floor conversations: Over and over, the legal operators I talked with said if their technologies and vendors were able to develop better workflows, achieve more cost savings and report on the metrics that mattered to their GC, the GC could function as more of a business advisor to the C-suite.

AI is already being used in the legal system—we need to pay more attention to how we use it — by phys.org Morgiane Noel

Excerpt:

While ChatGPT and the use of algorithms in social media get lots of attention, an important area where AI promises to have an impact is law.

The idea of AI deciding guilt in legal proceedings may seem far-fetched, but it’s one we now need to give serious consideration to.

That’s because it raises questions about the compatibility of AI with conducting fair trials. The EU has enacted legislation designed to govern how AI can and can’t be used in criminal law.

Legal Innovation as a Service, Now Enhanced with AI — from denniskennedy.com by Dennis Kennedy

Excerpt:

Over the last semester, I’ve been teaching two classes at Michigan State University College of Law, one called AI and the Law and the other called New Technologies and the Law, and a class at University of Michigan Law School called Legal Technology Literacy and Leadership. All three classes pushed me to keep up-to-date with the nearly-daily developments in AI, ChatGPT, and LLMs. I also did quite a lot of experiments, primarily with ChatGPT, especially GPT-4, and with Notion AI.

Emerging Tech Trends: The rise of GPT tools in contract analysis — from abajournal.com by Nicole Black

Excerpt:

Below, you’ll learn about many of the solutions currently available. Keep in mind that this overview is not exhaustive. There are other similar tools currently available and the number of products in this category will undoubtedly increase in the months to come.

Politicians need to learn how AI works—fast — link.wired.com

Excerpt:

This week we’ll hear from someone who has deep experience in assessing and regulating potentially harmful uses of automation and artificial intelligence—valuable skills at a moment when many people, including lawmakers, are freaking out about the chaos that the technology could cause.

 

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What new grads can expect as they enter the working world [McKinsey’s Guggenberger, Maor, Park, & Simon]

On 05/25/2023, in adjunct faculty, Artificial Intelligence/Agents/LLMs/and Related, Bias | Diversity Equity & Inclusion (DE&I), business, career development, change, colleges, community colleges, corporate / business world, emerging technologies, faculty/staff, health, higher education, intelligent systems, leadership, organizational change, pace of change, skills, staying relevant, strategy, student-related, trends, United States, universities, vendors, workplace, by Daniel Christian

What new grads can expect as they enter the working world — from mckinsey.com by Patrick Guggenberger, Dana Maor, Michael Park, and Patrick Simon

Excerpt:

May 21, 2023 It’s officially the season of caps, gowns, and stoles—and new grads are gearing up for entry into the world of work at a time when organizations are undergoing massive shifts. “The shifts include complex questions about how to organize for speed to shore up resilience, find the right balance between in-person and remote work models, address employees’ declining mental health, and build new institutional capabilities at a time of rapid technological change, among others,” write Patrick Guggenberger, Dana Maor, Michael Park, and Patrick Simon in a new report. These changes have significant implications for structures, processes, and people. How can new grads set themselves up for success in a quickly evolving environment? If you’re a soon-to-be new grad or know one, check out our newly refreshed special collection for insights and interviews on topics including productivity, hybrid work models, worker preferences, tech trends, and much more.

On a somewhat relevant posting (it has to do with career development as well), also see:

From Basic to Brand: How to Build and Use a Purposeful LinkedIn Profile — from er.educause.edu by Ryan MacTaggart and Laurie Burruss
Developing a professional brand helps higher education professionals establish meaningful work-related connections and build credibility in their area of expertise.

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“2023 Higher Education Trends” [Clark, Cluver, & Selingo] + many other HE-related items

On 05/24/2023, in adjunct faculty, adult learning, blended learning, business side of he, career development, change, changing business models, colleges, community colleges, cost of getting a degree, credentialing, curriculum, experimentation, faculty/staff, future of higher education, game-changing environment, generational differences, higher education, history, hybrid learning, Hyflex learning, leadership, learning ecosystem, Learning Experience Design, learning preferences, liberal arts, lifelong learning, more voice more choice more control, new business models, online learning, parents/guardians, psychology, real-world assignments, reinvent, religion, skills, society, sociology, student-related, surviving, traditional / tradition, trends, United States, universities, workplace, by Daniel Christian

Trend No. 3: The business model faces a full-scale transformation — from www2.deloitte.com by Cole Clark, Megan Cluver, and Jeffrey J. Selingo
The traditional business model of higher education is broken as institutions can no longer rely on rising tuition among traditional students as the primary driver of revenue.

Excerpt:

Yet the opportunities for colleges and universities that shift their business model to a more student-centric one, serving the needs of a wider diversity of learners at different stages of their lives and careers, are immense. Politicians and policymakers are looking for solutions to the demographic cliff facing the workforce and the need to upskill and reskill generations of workers in an economy where the half-life of skills is shrinking. This intersection of needs—higher education needs students; the economy needs skilled workers—means that colleges and universities, if they execute on the right set of strategies, could play a critical role in developing the workforce of the future. For many colleges, this shift will require a significant rethinking of mission and structure as many institutions weren’t designed for workforce development and many faculty don’t believe it’s their job to get students a job. But if a set of institutions prove successful on this front, they could in the process improve the public perception of higher education, potentially leading to more political and financial support for growing this evolving business model in the future.

Also see:

Trend No. 2: The value of the degree undergoes further questioning — from www2.deloitte.com by Cole Clark, Megan Cluver, and Jeffrey J. Selingo
The perceived value of higher education has fallen as the skills needed to keep up in a job constantly change and learners have better consumer information on outcomes.

Excerpt:

Higher education has yet to come to grips with the trade-offs that students and their families are increasingly weighing with regard to obtaining a four-year degree.
…
But the problem facing the vast majority of colleges and universities is that they are no longer perceived to be the best source for the skills employers are seeking. This is especially the case as traditional degrees are increasingly competing with a rising tide of microcredentials, industry-based certificates, and well-paying jobs that don’t require a four-year degree.

Trend No. 1: College enrollment reaches its peak — from www2.deloitte.com by Cole Clark, Megan Cluver, and Jeffrey J. Selingo
Enrollment rates in higher education have been declining in the United States over the years as other countries catch up.

Excerpt:

Higher education in the United States has only known growth for generations. But enrollment of traditional students has been falling for more than a decade, especially among men, putting pressure both on the enrollment pipeline and on the work ecosystem it feeds. Now the sector faces increased headwinds as other countries catch up with the aggregate number of college-educated adults, with China and India expected to surpass the United States as the front runners in educated populations within the next decade or so.

Plus the other trends listed here >>

Also related to higher education, see the following items:

Number of Colleges in Distress Is Up 70% From 2012 — from bloomberg.com by Nic Querolo (behind firewall)
More schools see falling enrollement and tuition revenue | Small private, public colleges most at risk, report show

About 75% of students want to attend college — but far fewer expect to actually go — from highereddive.com by Jeremy Bauer-Wolf

There Is No Going Back: College Students Want a Live, Remote Option for In-Person Classes — from campustechnology.com by Eric Paljug

Excerpt:

Based on a survey of college students over the last three semesters, students understand that remotely attending a lecture via remote synchronous technology is less effective for them than attending in person, but they highly value the flexibility of this option of attending when they need it.

Future Prospects and Considerations for AR and VR in Higher Education Academic Technology — from er.educause.edu by Owen McGrath, Chris Hoffman and Shawna Dark
Imagining how the future might unfold, especially for emerging technologies like AR and VR, can help prepare for what does end up happening.

Black Community College Enrollment is Plummeting. How to Get Those Students Back — from the74million.org by Karen A. Stout & Francesca I. Carpenter
Stout & Carpenter: Schools need a new strategy to bolster access for learners of color who no longer see higher education as a viable pathway

As the Level Up coalition reports ,“the vast majority — 80% — of Black Americans believe that college is unaffordable.” This is not surprising given that Black families have fewer assets to pay for college and, as a result, incur significantly more student loan debt than their white or Latino peers. This is true even at the community college level. Only one-third of Black students are able to earn an associate degree without incurring debt. 

Repairing Gen Ed | Colleges struggle to help students answer the question, ‘Why am I taking this class?’ — from chronicle.com by Beth McMurtrie
Students Are Disoriented by Gen Ed. So Colleges Are Trying to Fix It.

Excerpts:

Less than 30 percent of college graduates are working in a career closely related to their major, and the average worker has 12 jobs in their lifetime. That means, he says, that undergraduates must learn to be nimble and must build transferable skills. Why can’t those skills and ways of thinking be built into general education?
…
“Anyone paying attention to the nonacademic job market,” he writes, “will know that skills, rather than specific majors, are the predominant currency.”

Micro-credentials Survey. 2023 Trends and Insights. — from holoniq.com
HolonIQ’s 2023 global survey on micro-credentials

3 Keys to Making Microcredentials Valid for Learners, Schools, and Employers — from campustechnology.com by Dave McCool
To give credentials value in the workplace, the learning behind them must be sticky, visible, and scalable.

Positive Partnership: Creating Equity in Gateway Course Success — from insidehighered.com by Ashley Mowreader
The Gardner Institute’s Courses and Curricula in Urban Ecosystems initiative works alongside institutions to improve success in general education courses.

American faith in higher education is declining: one poll — from bryanalexander.org by Bryan Alexander

Excerpt:

The main takeaway is that our view of higher education’s value is souring.  Fewer of us see post-secondary learning as worth the cost, and now a majority think college and university degrees are no longer worth it: “56% of Americans think earning a four-year degree is a bad bet compared with 42% who retain faith in the credential.”
…
Again, this is all about one question in one poll with a small n. But it points to directions higher ed and its national setting are headed in, and we should think hard about how to respond.

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‘It’s a New Era for Legal Tech’ – Generative AI + The Law [Artificial Lawyer & Dan Katz]

On 05/22/2023, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, innovation, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, tools, trends, UK, United States, vendors, by Daniel Christian

‘It’s a New Era for Legal Tech’ – Generative AI + The Law — from artificiallawyer.com by Artificial Lawyer (UK)  and Dan Katz

Law professor and legal AI expert, Dan Katz, talks to Artificial Lawyer about generative AI and the legal sector.

A New Dawn of Legal Technology — from globalbankingandfinance.com
Is the legal function finally ready to embrace legal tech and unlock tangible business value?

Excerpt:

In the mid-1980s, a bright red computer terminal that provided lawyers with online access to case law was an iconic status symbol. The UBIQ terminal hooked lawyers up to the Lexis service, at the time one of the first legal technology systems, using full-text search capabilities to provide rapid access to information.
…
It is extraordinary to consider what the legal industry could have achieved if the early adoption of legal tech had not stalled. Sadly, rather than being innovative and embracing the potential of digital records, the industry has underinvested in both legal technology and good data management for the past three decades. Generation after generation of lawyers have failed to take advantage of the power of legal tech to improve client services, reduce risk and enhance efficiency.

Also relevant/see:

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