Artificial Intelligence / Machine Learning / Deep Learning

Learning experience designs of the future!!! [Christian]

On 07/02/2020, in Apple, Artificial Intelligence / Machine Learning / Deep Learning, Asia, Australia, Blockchain, Bring your own device (BYOD), business, business side of he, Canada, Canvas - and other Instructure-related items, change, changing business models, cloud-based computing / apps / other cloud-related, CMS/LMS, collaboration, colleges, communications, communities of practice, community colleges, content aggregration, content development, content repositories, convergence, corporate / business world, corporate universities / corporate training, cost of getting a degree, creativity, Daniel S. Christian, design, digital learning, digital storytelling, digital textbooks, digital video, distance education, e-books, e-publishing related items (EPUB and more), e-readers, education, education reform, education technology, elearning, emerging technologies, engagement / engaging students, Europe, experimentation, formal learning, future, future of higher education, game-changing environment, generational differences, global / globalization, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, immersion, India, informal learning, innovation, instructional design, intelligent systems, intelligent tutoring, interaction design, interactivity, interface design, internet, IT in HE, K-12 related, law schools, learner profiles, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs, learning preferences, learning spaces, lifelong learning, love of learning, microlearning, Mixed Reality (MR), mobile learning, mobile technologies, MOOCs -- Massive Open Online Courses, more choice more control, motivation, multimedia, Natural Language Processing (NLP), new business models, online learning, online media, online tutoring, pace of change, participation, passions, Personal Learning Networks (PLNs), personalized/customized learning, platforms, play, reinvent, remote teaching and learning, second screen apps, simulations, smart classrooms, smart/connected TV, social learning / networks, society, streams of content, student-related, teaching online, technologies for your home, technology (general), telecommunications, telelegal, telemedicine / telehealth / virtual health, telepresence, television, tools, training / L&D, transmedia, trends, UK, Uncategorized, United States, universities, usability, user experience (UX), user interface design, using teams, vendors, videoconferencing, virtual field trips, virtual K-12 schools, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision, visualizing information, voice recognition / voice enabled interfaces, Walmart of Education --> New Amazon.com of Higher Education, wearables, web-based collaboration, webinars, workplace, XR - extended reality, youth, by Daniel Christian

From DSC:
The article below got me to thinking about designing learning experiences and what our learning experiences might be like in the future — especially after we start pouring much more of our innovative thinking, creativity, funding, entrepreneurship, and new R&D into technology-supported/enabled learning experiences.

LMS vs. LXP: How and why they are different — from blog.commlabindia.com by Payal Dixit
LXPs are a rising trend in the L&D market. But will they replace LMSs soon? What do they offer more than an LMS? Learn more about LMS vs. LXP in this blog.

Excerpt (emphasis DSC):

Building on the foundation of the LMS, the LXP curates and aggregates content, creates learning paths, and provides personalized learning resources.

Here are some of the key capabilities of LXPs. They:

Offer content in a Netflix-like interface, with suggestions and AI recommendations
Can host any form of content – blogs, videos, eLearning courses, and audio podcasts to name a few
Offer automated learning paths that lead to logical outcomes
Support true uncensored social learning opportunities

So, this is about the LXP and what it offers; let’s now delve into the characteristics that differentiate it from the good old LMS.

From DSC:
Entities throughout the learning spectrum are going through many changes right now (i.e., people and organizations throughout K-12, higher education, vocational schools, and corporate training/L&D). If the first round of the Coronavirus continues to impact us, and then a second round comes later this year/early next year, I can easily see massive investments and interest in learning-related innovations. It will be in too many peoples’ and organizations’ interests not to.

I highlighted the bulleted points above because they are some of the components/features of the Learning from the Living [Class] Room vision that I’ve been working on.

Below are some technologies, visuals, and ideas to supplement my reflections. They might stir the imagination of someone out there who, like me, desires to make a contribution — and who wants to make learning more accessible, personalized, fun, and engaging. Hopefully, future generations will be able to have more choice, more control over their learning — throughout their lifetimes — as they pursue their passions.

Team-based content creation/delivery | We need this & other paradigm shifts to help people survive & thrive [Christian]

On 06/30/2020, in 21st century, 24x7x365 access, accreditation, adjunct faculty, adult learning, Artificial Intelligence / Machine Learning / Deep Learning, business side of he, Canvas - and other Instructure-related items, career development, change, changing business models, collaboration, colleges, community colleges, consortiums, content aggregration, content development, content repositories, cost of getting a degree, credentialing, Daniel S. Christian, design, digital audio, digital learning, digital storytelling, digital video, disruption, distance education, education, education reform, education technology, educational games / serious games, elearning, emerging technologies, engagement / engaging students, expectations, experimentation, face-to-face, faculty, future, future of higher education, game-changing environment, generational differences, global / globalization, higher education, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, internet, IT in HE, K-12 related, law schools, learning, learning ecosystem, Learning from the Living [Class] Room, learning preferences, liberal arts, lifelong learning, microlearning, MOOCs -- Massive Open Online Courses, more choice more control, multimedia, new business models, online learning, online media, online tutoring, organizational change, pace of change, personalized/customized learning, platforms, remote teaching and learning, research, simulations, smart/connected TV, social learning / networks, society, staying relevant, strategy, streams of content, student-related, surviving, teachers, teaching & learning, teaching online, technologies for your home, telelegal, telemedicine / telehealth / virtual health, telepresence, television, tools, traditional / tradition, training / L&D, trends, universities, user experience (UX), using teams, vendors, videoconferencing, vision, Walmart of Education --> New Amazon.com of Higher Education, web-based collaboration, youth, by Daniel Christian

From DSC:
If the first wave of the Coronavirus continues — and is joined by a second wave later this year or early next year — I think a more permanent, game-changing situation is inevitable. As such, now’s the time to change the paradigms that we’ve been operating under.

It’s time to move to *a team-based approach.* To build up the set of skills an organization needs to pivot and adapt — regardless of what comes their way.

Let’s stop asking one faculty member to do it all! Consider this:

Would you fly in a plane that was engineered/designed/built by one person?
Would you drive a car that was engineered/designed/built by one person?
Would you go into brain surgery with only one other person in the operating room?
Are you, like me, amazed at the long list of people (and their specialties) who contributed to a major motion picture?!? The credits go on for several minutes — even when moving at a fast pace! Would you watch a major motion picture that was written, acted, produced, directed by — and had all of the music, special effects, and audio-related work done by — only one person?

With the move to online learning, one person can’t do it all anymore — at least not at the level that the newer generations are coming to expect. They have grown accustomed to amazing, team-based/built content and products.

Plus, newer generations are going to know and experience much more telehealth-related services…then much more telelegal-related services. They will come to experience/expect high-quality learning-related products and services that way as well. Going forward, there are too many skillsets required by the creation and production of high-quality, online-based learning — not to mention the continued hard work of staying up-to-date on the main subject matter expertise at hand.

So if the kind of perspective continues as found in this piece — SURVEY: Students say they shouldn’t have to pay full price for online classes — then colleges and universities would do well to invest money in new Research & Development efforts, in team-based content creation, and in reimagining what online-learning could act/be like. Same for the vendors out there. And faculty members would be wise to invest the time and energy it takes to be able to teach online as well as in a face-to-face setting. Not only are they more marketable once they’ve done this, but they are then also more prepared to find their place within an uncertain future.

All of this will likely be an expensive process. Also, greater collaboration will be needed within a department (as we can’t be building a course per professor) as well as between organizations. Perhaps the use of consortiums will increase…I’m not sure.

Perhaps a new platform will develop — similar to what’s contained in this vision. Such a platform will feature content that was designed and built by a team. Such a learning-related platform will offer streams of highly-relevant content — while providing continuous, affordable, up-to-date, convenient, and very well done means of staying marketable/employed.

For another paradigm shift, accreditation bodies/practices are going to have to also change, adapt, pivot, and help innovative ideas come to fruition. But that’s another posting for another day.

FREE event: Learning Technologies Summer Forum 2020- July 13-17, 2020

On 06/28/2020, in analytics, Artificial Intelligence / Machine Learning / Deep Learning, business, career development, change, changing business models, cloud-based computing / apps / other cloud-related, CMS/LMS, collaboration, content aggregration, content development, content repositories, corporate / business world, corporate universities / corporate training, data mining, design, digital audio, digital learning, digital storytelling, digital video, distance education, e-books, e-publishing related items (EPUB and more), education technology, elearning, emerging technologies, engagement / engaging students, Europe, future, future of higher education, game-changing environment, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, internet, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning theories, online learning, online media, online tutoring, participation, Personal Learning Networks (PLNs), productivity / tips and tricks, professional development, social learning / networks, teaching & learning, teaching online, technology (general), tools, training / L&D, trends, UK, vendors, workplace, by Daniel Christian

This unique free event is designed to give our learning community a chance to explore the most popular topics discussed at Learning Technologies.

The 2020 Learning Technologies Summer Forum (#LTSF20) takes place online, looking at some of the key topics we examined at February’s conference. Once again, the Summer event is an opportunity to interact, experiment and try some new things together.

Wrongfully accused by an algorithm [Kashmir Hill; New York Times]

On 06/25/2020, in 21st century, A/V -- audio/visual, algorithms, Artificial Intelligence / Machine Learning / Deep Learning, emerging technologies, ethics, ideas, law schools, legislatures / government / legal, Michigan, platforms, policy, society, sociology, tools, United States, by Daniel Christian

Wrongfully accused by an algorithm — from nytimes.com by Kashmir Hill

Excerpt:

On a Thursday afternoon in January, Robert Julian-Borchak Williams was in his office at an automotive supply company when he got a call from the Detroit Police Department telling him to come to the station to be arrested. He thought at first that it was a prank.

An hour later, when he pulled into his driveway in a quiet subdivision in Farmington Hills, Mich., a police car pulled up behind, blocking him in. Two officers got out and handcuffed Mr. Williams on his front lawn, in front of his wife and two young daughters, who were distraught. The police wouldn’t say why he was being arrested, only showing him a piece of paper with his photo and the words “felony warrant” and “larceny.”

His wife, Melissa, asked where he was being taken. “Google it,” she recalls an officer replying.
…
“Is this you?” asked the detective.

The second piece of paper was a close-up. The photo was blurry, but it was clearly not Mr. Williams. He picked up the image and held it next to his face.

“No, this is not me,” Mr. Williams said. “You think all black men look alike?”

Also relevant/see:

Boston Lawmakers Vote To Ban Use Of Facial Recognition Technology By The City — from npr.org by Ally Jarmanning
‘Coded bias’ connects A.I. to racism in a way you have never seen — inverse.com by Mike Brown
It’s time for D.C. to regulate police surveillance technology — an opinion piece from washingtonpost.com by Andrew Guthrie Ferguson
What a machine learning tool that turns Obama white can (and can’t) tell us about AI bias — from theverge.com by James Vincent
A striking image that only hints at a much bigger problem

Acts of meaning: How AI-based interviewing will transform career preparation in higher education — from er.educause.edu by Alan Jones, Suzan Harkness and Nathan Mondragon

Excerpt:

Machines parrot and correlate information. They do not comprehend or synthesize information the way humans do. Factors such as accents in pronunciation, word ambiguity (especially if a word has multiple meanings), deeply coded biases, limited association data sets, narrow and limited network layers used in job screening, and static translations will continue to provide valid ground for caution in placing too much weight or attributing too much confidence in AI in its present form. Nonetheless, AI has crept into job candidate screening, the medical field, business analytics, higher education, and social media. What is currently essential is establishing an understanding of how best to harness and shape the use of AI to ensure it is equitable, valid, and reliable and to understand the shifting paradigm that professional career counselors play on campus as AI becomes more ubiquitous.

There appear to be three points worth considering: the AI interview in general, the predominance of word choice, and expressiveness as read by facial coding.

From DSC:
Until there is a lot more diversity within the fields of computer science and data science, I’m not as hopeful that biases can be rooted out. My niece, who worked for Microsoft for many years, finally left the company. She was tired of fighting the culture there. The large tech companies will need to do a lot better if AI is going to make FAIR and JUST inroads.

Plus, consider how many biases there are!

Good news! “IBM, Amazon, and Microsoft abandon law enforcement face recognition market” [Birmingham]

On 06/17/2020, in 21st century, 24x7x365 access, algorithms, Amazon, Artificial Intelligence / Machine Learning / Deep Learning, Daniel S. Christian, emerging technologies, engineering, ethics, IBM, legislatures / government / legal, Microsoft, platforms, policy, society, the downsides of technology, tools, by Daniel Christian

IBM, Amazon, and Microsoft abandon law enforcement face recognition market — from which-50.com by Andrew Birmingham

Excerpt:

Three global tech giants — IBM, Amazon, and Microsoft — have all announced that they will no longer sell their face recognition technology to police in the USA, though each announcement comes with its own nuance.

The new policy comes in the midst of ongoing national demonstrations in the US about police brutality and more generally the subject of racial inequality in the country under the umbrella of the Black Lives Matter movement.

From DSC:
While I didn’t read the fine print (so I don’t know all of the “nuances” they are referring to) I see this as good news indeed! Well done whomever at those companies paused, and thought…

…just because we can…

…doesn’t mean we should.

Addendum on 6/18/20:

Why Microsoft and Amazon are calling on Congress to regulate facial recognition tech — from finance.yahoo.com by Daniel HowleyExcerpt:
The technology, which can be used to identify suspects in things like surveillance footage, has faced widespread criticism after studies found it can be biased against women and people of color. And according to at least one expert, there needs to be some form of regulation put in place if these technologies are going to be used by law enforcement agencies.“If these technologies were to be deployed, I think you cannot do it in the absence of legislation,” explained Siddharth Garg, assistant professor of computer science and engineering at NYU Tandon School of Engineering, told Yahoo Finance.

Per Kim O’Leary, here are some resources re: the topic of giving/receiving feedback:

Thanks for the Feedback: The Science and Art of Receiving Feedback Well (Stone & Heen)

Other items re: feedback worth checking out:

How ‘Learning Engineering’ Hopes to Speed Up Education — from edsurge.com by Jeff Young

Excerpt (emphasis DSC):

One insight Lepper brought is that when education software tools simply list all the errors students made and points out what they should have done instead, what many end up hearing is, “You’re wrong, you’re wrong, you’re wrong.” For students, this is a discouraging engagement, Lepper says.

“That kind of feedback would be perfect if you had a robot learner on the other end,” he says. “The robot learner would be delighted to have you say, ‘Okay, you made three errors in problem number one,’ and being a robot learner, they’d be able to take out those bugs and do better the next time. Real kids, especially real kids who are kind of phobic about math and who think they can’t do it, they leave and say, ‘See I can’t do it.’”

Don’t water down feedback to your student — from teachingprofessor.com by John Orlando

RetrievalPractice.org/feedback

From OLC session “Carl Rogers, Teaching Presence, and Student Engagement in Online Learning” Cheng-Chia (Brian) Chen, Denise Bockmier-Sommers, & Karen Swan (emphasis DSC)

Use student’s first name in feedback
Speak directly to them
Paraphrase their words
Provide video feedback
Sandwich method — Include the strengths of student’s reasoning or responses in addition to your constructive critique(s)
Acknowledge student contributions
Let them know you care and appreciate them
What’s timely feedback? The quicker the better, but whatever your availability is, tell what students can expect, and stick to that. Put that into your syllabus along with communication methods (email, LMS message, phone, other)

Leveraging Feedback Experiences in Online Learning — from er.educause.edu by Erin Crisp

Here are some design tips to increase the probability for success.

Structure the course so that there are opportunities for instructors and peers to provide formative feedback several weeks before final projects/papers are due.
Identify key time frames in the course when instructors will be heavily engaged in providing written or video feedback that is individualized and moves the learning forward.
Create a bank of content-specific feedback comments that instructors can use for common issues and errors.
If end-of-course survey evaluations are low, implement strategies to provide feedback that directly connects to learners as individuals.
If you teach and grade papers in a professional discipline, provide feedback related to the course and program learning outcomes, and focus less on grammar and language usage.

As the technologies get more powerful, so do the ramifications/consequences. [Christian]

On 06/09/2020, in Artificial Intelligence / Machine Learning / Deep Learning, Daniel S. Christian, ethics, faith, game-changing environment, hearts -- matters of the heart, morals/values, relationships, society, technology (general), the downsides of technology, by Daniel Christian

DC: As the technologies get more powerful, so do the ramifications/consequences. #AI #emergingtechnologies #society #politics #elections https://t.co/QnDfIjOdOf

— Daniel Christian (@dchristian5) June 8, 2020

From DSC:
As the technologies get more powerful, so do the ramifications/consequences. And here’s the kicker. Just like we’re seeing with trying to deal with systemic racism in our country…like it or not, it all comes back to the state of the hearts and minds out there. I’m not trying to be preachy or to pretend that I’m better than anyone. I’m a sinner. I know that full well. And I view all of us as equals trying to survive and to make our way in this tough-to-live-in world. But the unfortunate truth is that technologies are tools, and how the tools are used depends upon one’s heart.

Proverbs 4:23 New International Version (NIV) — from biblegateway.com

²³Above all else, guard your heart,
for everything you do flows from it.

Besides the use of drones (especially by governments), this is yet another slippery slope [Christian]

On 06/07/2020, in Artificial Intelligence / Machine Learning / Deep Learning, business, corporate / business world, Daniel S. Christian, emerging technologies, ethics, morals/values, platforms, policy, the downsides of technology, training / L&D, vendors, workplace, by Daniel Christian

This startup is using AI to give workers a “productivity score” — from technologyreview.com by Will Douglas
Enaible is one of a number of new firms that are giving employers tools to help keep tabs on their employees—but critics fear this kind of surveillance undermines trust.

Excerpt:

In the last few months, millions of people around the world stopped going into offices and started doing their jobs from home. These workers may be out of sight of managers, but they are not out of mind. The upheaval has been accompanied by a reported spike in the use of surveillance software that lets employers track what their employees are doing and how long they spend doing it.

Companies have asked remote workers to install a whole range of such tools. Hubstaff is software that records users’ keyboard strokes, mouse movements, and the websites that they visit. Time Doctor goes further, taking videos of users’ screens. It can also take a picture via webcam every 10 minutes to check that employees are at their computer. And Isaak, a tool made by UK firm Status Today, monitors interactions between employees to identify who collaborates more, combining this data with information from personnel files to identify individuals who are “change-makers.”

Machine-learning algorithms also encode hidden bias in the data they are trained on. Such bias is even harder to expose when it’s buried inside an automated system. If these algorithms are used to assess an employee’s performance, it can be hard to appeal an unfair review or dismissal.

DC: As with the increased use of #drones during this time of the #Coronavirus here’s yet another slippery slope.#EmergingTechnologies #law #legal #policy #legislation #society #ethics #AI #workplace https://t.co/ImIw4yAwag

— Daniel Christian (@dchristian5) June 6, 2020

Learning channels of the future will offer us more choice. More control. [Christian]

On 05/27/2020, in 21st century, 24x7x365 access, A/V -- audio/visual, adult learning, Artificial Intelligence / Machine Learning / Deep Learning, business side of he, change, changing business models, cloud-based computing / apps / other cloud-related, collaboration, colleges, communities of practice, community colleges, content aggregration, content development, content repositories, corporate / business world, corporate universities / corporate training, cost of getting a degree, Daniel S. Christian, digital learning, distance education, education, education technology, educational games / serious games, elearning, flipping -- inverted learning, future of higher education, game-changing environment, global / globalization, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, internet, K-12 related, law schools, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs, learning preferences, learning spaces, lifelong learning, microlearning, MOOCs -- Massive Open Online Courses, more choice more control, multimedia, online learning, online media, online tutoring, pace of change, participation, personalized/customized learning, platforms, play, simulations, smart classrooms, smart/connected TV, social learning / networks, society, streams of content, student-related, technologies for your home, telepresence, television, tools, training / L&D, universities, virtual tutoring, vision, Walmart of Education --> New Amazon.com of Higher Education, web-based collaboration, by Daniel Christian

From DSC:
And this phenomenon of learning from the living [class] room will likely pick up steam; some learning-related services are already heading that way.

Also see:

Preparing Students for a Lifelong Disruptive Future: The 60-Year Curriculum — from evolllution.com by Chris Dede | Professor of Learning Technologies in the Graduate School of Education, Harvard University and John Richards | Professor in the Graduate School of Education, Harvard University

Although written before the pandemic, a just-published book, The 60-Year Curriculum: New Models for Lifelong Learning in the Digital Economy (Dede and Richards, 2020), describes the looming challenge/opportunity of a coming, epic half-century whose intensity of disruption will rival the historic period civilization faced from 1910-1960: two world wars, a global pandemic, a long-lasting economic depression and unceasing conflicts between capitalism and communism.
…
In our tactical responses to moving teaching online because of the pandemic, we have the strategic opportunity to develop a new model that blends higher and continuing education and realizes the potential of next-generation methods of instruction and assessment (National Academy of Sciences, Engineering and Medicine, 2018) to focus on lifelong learning.

Young and in Legal Tech: Are You Sure You Want to Make the Leap? [Warren]

On 05/19/2020, in Artificial Intelligence / Machine Learning / Deep Learning, bots, career development, changing business models, entrepreneurship, freelancing, human-computer interaction (HCI), innovation, law schools, Legal operations, legal technologies, legislatures / government / legal, programming, vendors, workplace, youth, by Daniel Christian

Young and in Legal Tech: Are You Sure You Want to Make the Leap? — from law.com by Zach Warren
Because of a changing law firm model, starting a legal technology company is becoming more attractive than ever for young law firm grads and associates. But legal tech founders say that while there are benefits, a smooth landing isn’t guaranteed

Excerpt:

Listening is the primary way to help balance on a precarious tightrope, Rubin adds. “It’s a delicate line to walk when you’re starting a company between being humble and really knowing that you’ve never started a company before and you haven’t been practicing for 30 years. There are a lot of things you don’t know. But also having conviction that you have an idea that you really stick to and that you believe can be a serious changemaker in an industry that has struggled with change.”

From DSC:
When reading the article below…Wayne Gretzky’s quote comes to mind here:

The legal industry needs to skate to where the puck is going to be.

ANALYSIS: The New Normal—Law Firms May Never Be the Same — from news.bloomberglaw.comby Sara Lord

Excerpt:

In our recent 2020 Legal Operations Survey, Bloomberg Law asked organizations including law firms, corporations, non-profit organizations, and academic institutions, a number of questions relating to their use of data and metrics. Included in our survey were questions relating to whether law firms measure the value of legal operations and legal technology. Responses indicated that two-thirds of law firms measure legal operations value and nearly one-quarter of law firms using legal technologies measure the value of that legal technology.

DC: Ouch! Likely a major game-changer — esp given the current landscape of #HigherEducation. [Christian]

On 05/07/2020, in 21st century, 24x7x365 access, A/V -- audio/visual, algorithms, Artificial Intelligence / Machine Learning / Deep Learning, career development, change, changing business models, colleges, community colleges, content development, content repositories, corporate / business world, corporate universities / corporate training, cost of getting a degree, credentialing, dangers of the status quo, Daniel S. Christian, design, digital audio, digital learning, digital video, disruption, distance education, education, education reform, education technology, educational games / serious games, elearning, emerging technologies, engagement / engaging students, experimentation, future, future of higher education, game-changing environment, generational differences, higher education, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, law schools, leadership, learner profiles, learning, learning ecosystem, Learning from the Living [Class] Room, learning hubs, learning preferences, new business models, online learning, online media, online tutoring, pace of change, platforms, reinvent, remote teaching and learning, society, staying relevant, strategy, student-related, surviving, teaching & learning, teaching online, tools, traditional / tradition, training / L&D, United States, universities, user experience (UX), vendors, vision, Walmart of Education --> New Amazon.com of Higher Education, youth, by Daniel Christian

DC: Ouch! Likely a *major game-changer* — esp given the current landscape of #HigherEducation. If traditional institutions of higher ed want to survive, they better take #onlinelearning far more seriously & research/develop excellent learning experiences.https://t.co/ijmorKMbTv

— Daniel Christian (@dchristian5) May 6, 2020

From DSC:
Readers of this blog will know that I’m a big fan of online learning. That said, I realize it’s not for everyone. Our son, who is studying to become an actor, hates it.

Given:

our current technological tools, setups, and infrastructures
the ways that we are used to doing things
our past and current educational systems
and folks’ learning preferences

…it’s hard to do some things online. I get it.

That said, I wouldn’t rule out the further significant growth and development of online-based learning experiences by any stretch of the imagination. The Coronavirus will force traditional institutions of higher education (plus many K-12 school systems as well as corporate training programs) to invest much more aggressively in the research and development of online-based learning experiences. And with AI-based tools like Otter.AI, our future virtually/digitally-based learning ecosystems could be very powerful indeed.

As but one example, consider that AI technologies — as unseen but present participants in future videoconferencing calls — will “listen” to the conversation and likely provide us with a constantly updating sidebar that will consist of beneficial resources such as:

relevant research
websites
journal articles
blog postings
former team conversations
etc.

The output from that sidebar will likely be able to be saved /downloaded just like we do with transcripts of chat sessions. The available options for such a service will be customizable, and filtering mechanisms can be turned on, or off, or be adjusted.

All of that said, it IS time to reduce the investments that are being used to create new athletic facilities and/or other new physical buildings. And it’s time to start reallocating those millions of dollars of investments into creating/developing highly-effective online-based learning experiences.

Don’t get me wrong. Going to campus is an ideal learning experience, and I hope that for everyone out there. But if the current trends continue — especially the increasing costs of obtaining a degree — that won’t be an option for a growing number of people (especially with the aftermath/ripple effects of the Coronavirus on our society).

#CostOfObtainingADegree #StudentRelated #AI #InstructionalDesign #IntelligentSystems #IntelligentTutoring #FutureOfHigherEducation #Innovation #LearningEcosystems #HigherEducation #Change #NewBusinessModels #Reinvent #StayingRelevant #Surviving

Dawn of the Age of Digital Learning [Moe & Rajendran]

On 05/06/2020, in 21st century, 24x7x365 access, adult learning, algorithms, analytics, Artificial Intelligence / Machine Learning / Deep Learning, Asia, blended learning, business side of he, career development, change, changing business models, colleges, community colleges, competency-based learning/education, content development, corporate / business world, corporate universities / corporate training, cost of getting a degree, dangers of the status quo, Daniel S. Christian, digital audio, digital learning, digital video, disruption, distance education, education, education technology, elearning, emerging technologies, Europe, face-to-face, faculty, flipping -- inverted learning, future, future of higher education, game-changing environment, generational differences, higher education, homeschooling/homeschoolers, hybrid learning, ideas, India, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, law schools, learning, learning ecosystem, Learning from the Living [Class] Room, learning hubs, liberal arts, lifelong learning, microlearning, MOOCs -- Massive Open Online Courses, more choice more control, new business models, online learning, online media, online tutoring, organizational change, pace of change, personalized/customized learning, platforms, remote teaching and learning, social learning / networks, society, student-related, surviving, teaching & learning, teaching online, technology (general), traditional / tradition, training / L&D, trends, United States, universities, vendors, vision, Walmart of Education --> New Amazon.com of Higher Education, web-based collaboration, workplace, by Daniel Christian

Dawn of the Age of Digital Learning — from medium.com by Michael Moe and Vignesh Rajendran
An Acceleration of Trends That Have Been Building for Years

Excerpts:

Some of these new online learners will sink. Some will crawl out of the pool and never go back in. But we believe most will get the hang of it, like it, and will no longer be confined to the shore. Effectively, the genie is not going back in the bottle… digital learning has come of age. We have a B.C. (Before Coronavirus) world transitioning to A.D. (After Disease).
…
The Coronavirus has brought forth the Dawn of the Age of Digital Learning — a time for builders to create the platforms, tools, and technology to propel society forward.

From DSC:
So many of the things in this article reminded me of the things, developments, trends, needs, and possibilities that I have been tracking for years in this vision of a next-generation, global learning platform that I have entitled:

My guess is that the large, primarily online institutions/organizations will come out of this ordeal in much better shape than the majority of the traditional institutions of higher education. It won’t matter what faculty members at liberal arts institutions think about online learning. And as much as some faculty members won’t like to see or hear about it, students will no longer need for such faculty members to be sold on it. Students will come to realize that it was under those faculty members watch that their own enormous gorillas of debt were created. And they are beginning to witness and hear that it’s taking (or will take) older family members decades to pay down their debt.

So, I think that the market will decide the fate of many traditional institutions of higher education. Lifelong learners will vote with their feet — and fingers actually, by typing in a new URL — and simply move to the SNHU’s, ASU’s, UMass Online’s, WGU’s, and Liberty University’s of the world. After 5-10 years of investments in online learning, there will likely be some pretty amazing learning experiences out there.

Highly likely #AI-based tools like this will be integrated into these types of arenas/applications [Christian]

On 04/29/2020, in 21st century, A/V -- audio/visual, algorithms, Artificial Intelligence / Machine Learning / Deep Learning, Daniel S. Christian, digital audio, digital learning, digital video, distance education, education, education technology, future, future of higher education, game-changing environment, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, intelligent systems, intelligent tutoring, journalism, K-12 related, languages and translation, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, multimedia, Natural Language Processing (NLP), online learning, online media, online tutoring, platforms, productivity / tips and tricks, society, student-related, teaching & learning, teaching online, technologies for your home, technology (general), telecommunications, telelegal, telemedicine / telehealth / virtual health, telepresence, television, tools, training / L&D, transmedia, universities, vendors, videoconferencing, virtual field trips, virtual K-12 schools, vision, web-based collaboration, by Daniel Christian

DC: Otter for Teams:Useful for #legaltech?Most likely so, if not already, at least eventually. #AI-based tools like this will be integrated in2 #legaltech #legaloperations #lawschools #lawyers #legal #highereducation #telelegal #interviewing #transcription https://t.co/GgH3j3cPch pic.twitter.com/4ne2OxUgFJ

— Daniel Christian (@dchristian5) April 29, 2020

From DSC:
Some of the areas likely to see such tools integrated into their arenas, operations, and ecosystems:

Learning Ecosystems

Wrongfully accused by an algorithm [Kashmir Hill; New York Times]

Good news! “IBM, Amazon, and Microsoft abandon law enforcement face recognition market” [Birmingham]

…just because we can…

…doesn’t mean we should.

As the technologies get more powerful, so do the ramifications/consequences. [Christian]

Besides the use of drones (especially by governments), this is yet another slippery slope [Christian]

Young and in Legal Tech: Are You Sure You Want to Make the Leap? [Warren]

The legal industry needs to skate to where the puck is going to be.

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