Artificial Intelligence for Learning: How to use AI to Support Employee Development [Donald Clark]

So what is the book about? — from donaldclarkplanb.blogspot.com by Donald Clark; which discusses his book entitled, Artificial Intelligence for Learning: How to use AI to Support Employee Development

Excerpt:

AI changes everything. It changes how we work, shop, travel, entertain ourselves, socialize, deal with finance and healthcare. When online, AI mediates almost everything – Google, Google Scholar, YouTube, Facebook, Twitter, Instagram, TikTok, Amazon, Netflix. It would be bizarre to imagine that AI will have no role to play in learning – it already has.

Both informally and formally, AI is now embedded in many of the tools real learners use for online learning – we search for knowledge using AI (Google, Google Scholar), we search for practical knowledge using AI (YouTube), Duolingo for languages, and CPD is becoming common on social media, almost all mediated by AI. It is everywhere, just largely invisible. This book is partly about the role of AI in informal learning but it is largely about its existing and potential role in formal learning – in schools, Universities and the workplace. AI changes the world, so it changes why we learn, what we learn and how we learn.

Also see:

  • Abandon lectures: increase attendance, attitudes and attainment — from donaldclarkplanb.blogspot.com by Donald Clark
    Excerpt:
    The groups were taught a module in a physics course, in three one hour sessions in one week. In short; attendance increased, measured attitudes were better (students enjoyed the experience (90%) and thought that the whole course would be better if taught this way (77%)). More importantly students in the experimental group outperformed the control group, doing more than twice as well in assessment than the control group.
 

Watch out for these 3 mistakes you’re making during distance teaching — from edsurge.com by Paul Emerich France

Excerpt:

Distance teaching also shone a light on problematic practices that were never effective in person, either. And trying to re-create them in a virtual environment didn’t make them any better. As many schools resume remote instruction this fall, watch out for these three mistakes you may be making. More importantly, give yourself the liberty to try out some of the alternative approaches that can help make distance teaching more sustainable and effective.

 

 

With an eye towards the future…what questions should we be asking about learning experience design (#LXD)? [Christian]

From DSC:
Some of the following questions came to my mind recently:

  • In this age of the Coronavirus, how can we think differently about learning experience design (#LXD)?
  • How can *teams* of people come together to reimagine what learning could look like in the future? Who might be some new players at the table? More students? Artists? Actors? More animators? More technicians and people from A/V? Specialists in XR? Corporate trainers coming together with Instructional Designers from higher ed and from K-12? #learningecosystems #future
  • How can we better tighten up the alignment between K-12, higher ed / vocational programs, and the corporate world?
  • How can we make self-directed learning more prevalent (which would release an enormous amount of energy & creativity)? #heutagogy

Maybe those aren’t even the right questions…

If not, what do you think? What questions should we be asking about learning these days?

#LXD #learningecosystems #future #lifelonglearning #onlinelearning #highereducation #K12 #corporatelearning #heutagogy

 

The main thing we need to remember is that this space no longer serves as an accessory to face-to-face teaching. It is now our main contact point with learners, so it needs to play different roles: communication channel, learning path, interaction platform and community space. Teachers therefore need a certain degree of freedom to design this space in the best way that suits their teaching style and philosophy as well as their course content and learning objectives.

What became obvious in the past months is that when it comes to teaching and learning
 fully online, the learning experience design aspect, including look, feel and logic of the platform from the users’ perspective- be it teachers or students-, are at least as important as the content.

(source)

 

From DSC:
After reading
Jeff Young’s article re: learning engineering and seeing the Nudge application from Duke University...it once again occurred to me that we really need a standard for loading questions into a memory-refreshing application. Just like HyperText Markup Language (HTML) made the World Wide Web so successful and impactful, we need an easy-to-use standard for dumping questions into a personalized database of questions for each cloud-based learner profile.

After taking a module, you would be asked if you wanted to be reminded of / quizzed upon the key ideas presented therein. You would then receive periodic quizzes on those items. You can choose to opt-out of that learning module’s content at any time.

Such an application would help reduce the impact of the Ebbinghaus Forgetting Curve. This type of standard/feature would really help students and people in:

  • law schools, dental schools, medical schools, and seminaries
  • vocational programs
  • traditional undergraduate and graduate programs
  • K-12 systems
  • Homeschooling-based situations
  • Places of worship
  • Communities of practice — as well as lifelong learners

A person could invoke a quiz at any point, but would be quizzed at least once a day. If you missed a day, those questions would not be taken out of the pool of questions to ask you. If you got a question right, the time interval would be lengthened before you were asked that question again. But questions that you struggled with would be asked more frequently. This would also help interleave questions and aid in recall. Such spaced repetition would cause struggle from time to time, aiding in deeper learning.

 

Pandemic turns smartphones from luxury to must-have as India’s schools go online — from news.trust.org by Roli Srivastava
Smartphones help classes continue as schools remain closed, but the poorest families are struggling to keep up

Excerpts:

India is the world’s second-biggest smartphone market after China, and nearly half of the country’s almost one billion mobile users already have a phone with internet access.

With no clear sign of schools reopening soon, internet access has become a must for children to follow classes, prompting more low-income families to scrape together the money to buy a cheap or second-hand smartphone for the first time.

Customised lessons for first to 12th grade students will be aired on television and radio in a “one class-one channel” initiative planned by the federal human resource department.

 

How might tools like Microsoft’s new Whiteboard be used in online-based learning? In “learning pods?” [Christian]

The new Microsoft Whiteboard -- how might this be used for online-based learning? Learning pods?

The new Microsoft Whiteboard -- how might this be used for online-based learning? Learning pods?

Questions/reflections from DSC:

  • How might this be used for online-based learning?
  • For “learning pods” and homeschoolers out there? 
  • Will assistants such as the Webex Assistant for Meetings (WAM) be integrated into such tools (i.e., would such tools provide translation, transcripts, closed captioning, and more)?
  • How might this type of tool be used in telehealth? Telelegal? In online-based courtrooms? In presentations?

#onlinelearning #collaboration #education #secondscreen #edtedh #presentations #AI #telehealth #telelegal #emergingtechnologies

 

Learning ecosystems across the country — especially those involving K-12 — are morphing once again.

Have you heard about the explosive interest and potential growth involving “learning pods” — also called “pandemic pods”!?! It’s amazing to see how quickly things are changing in this fluid situation. This is another great example of how the macro-learning ecosystem for K-12 is changing — as well as the changes happening at more of a micro-level. (To see how true this is, put a Google Alert or two out there for “learning pods,” “pod learning,” and/or “pandemic pods.”)

For some information about these changes, see some of the example articles below:


From DSC:

Though very interesting to see what occurs here, I, too, am concerned about the inequalities and the potential for expanding the learning gaps across the country (between the folks who have the resources and those folks who do not). For example, consider that the cost ranges from $1,500 to $2,500 dollars per studentper month — in the San Francisco Bay Area. (See COVID-19 learning pods: Here’s how they work and what Bay Area schools say about them by Luz Pena.) Or see

On the other side of things…maybe this will be a new area of opportunity for the student teachers and education programs out there.
 
 

Zoom Launches Zoom for Home

Zoom Launches Zoom For Home — from which-50.com

Excerpts:

Zoom Video Communications has announced Zoom for Home, which it describes as a new category of software experiences and hardware devices to support remote work use cases. The focus is on improving employee experiences to connect remotely and be productive.

Features for the all-in-one 27-inch device include: three built-in wide-angle cameras for high-resolution video; an 8-microphone array for crystal-clear audio in meetings and phone calls; and, an ultra-responsive touch display for interactive screen sharing, whiteboarding, annotating, and ideation.

Also see:

From DSC:
Again, we see some further innovation in this space. The longer the Coronavirus impacts things, the further ahead the online-learning space will be catapulted. This type of device consolidates several devices into one, while making it intuitive and likely easy to annotate items on it.

Zoom Launches Zoom For Home
 

 

Here’s how colleges should help close the digital divide in the COVID-Era — from edsurge.com by Dr. Mordecai I. Brownlee

Excerpt:

One key problem prevalent in many low-socioeconomic communities around the nation—like San Antonio, which now has the highest poverty rate of the country’s 25 largest metro areas—is the digital divide. Digital divide is a term used to describe the gap present in society between those who have access to the internet and technology and those who don’t.

It speaks directly to a primary challenge facing our education system in this COVID-era: Some students and families have the means to succeed in a remote learning environment, and others do not.

 

Online learning critical to the ‘reskilling’ of America — from thehill.com by Jeff Maggioncalda
[From DSC: As Jeff is the CEO of Coursera, a worldwide online learning platform, it causes this to be an opinion piece for sure; but his points are nevertheless, very valid in my opinion as well.]

Excerpts:

America is facing the worst unemployment crisis since the Great Depression. One in four American workers has filed for unemployment insurance since March. In less than four months, over 44 million American workers have watched their jobs be put on hold or disappear entirely — and that number is expected to grow in the coming months.

Policymakers should use this opportunity to launch a large-scale effort to help Americans develop the skills to do the jobs of the future.

Amidst this pandemic, Americans require a solution that meets them where they are, offering a safe learning environment during social distancing while preparing them for in-demand jobs now and post-COVID.

Online learning helps workers develop skills at an unparalleled speed and scale, as seen with the recent experience of training tens of thousands of contact tracers in a matter of weeks.

Learning from the living class room

 

 

A new affordance of a 100%-online-based learning environment: A visual & audible “Table of Contents of the Key Points Made” [Christian]

What new affordances might a 100%-online-based learning environment offer us?

 

From DSC:
As I’ve been listening to some sermons on my iPhone, I end up taking visual snapshots of the times that they emphasize something. Here are some examples:

A snapshot of one of the key points made during a sermon

 

Another snapshot of one of the key points made during a sermon

 

Another snapshot of one of the key points made during a sermon

 

Which got me to thinking…while tools like Panopto* give us something along these lines, they don’t present to the student what the KEY POINTS were in any given class session.

So professors — in addition to teachers, trainers, pastors, presenters, etc. — should be able to quickly and easily instruct the software to create a visual table of contents of key points based upon which items the professor favorited or assigned a time signature to. I’m talking about a ONE keystroke or ONE click of the mouse type of thing to instruct the software to take a visual snapshot of that point in time (AI could even be used to grab the closest image without someone’s eyes shut). At the end of the class, there are then just a handful of key points that were made, with links to those time signatures.

At the end of a course, a student could easily review the KEY POINTS that were made throughout the last ___ weeks.

****

But this concept falls apart if there are too many things to remember. So when a professor presents the KEY POINTs to any given class, they must CURATE the content.  (And by the way, that’s exactly why pastors normally focus on only 3-4 key points…otherwise, it gets too hard to walk away with what the sermon was about.)

****

One could even build upon the table of contents. For example…for any given class within a law school’s offerings, the professor (or another team member at the instructions of the professor) could insert links to:

  • Relevant chapters or sections of a chapter in the textbook
  • Journal articles
  • Cases
  • Rules of law
  • Courts’ decisions
  • Other

****

And maybe even:

  • That’s the kind of “textbook” — or learning modules — that we’ll move towards creating in the first place.
    .
  • That’s the form of learning we’ll see more of when we present streams of up-to-date content to folks using a next-generation learning platform.
    .
  • Future webinars could piggyback off of this concept as well. Dive as deep as you want to into something…or just take away the main points (i.e., the Cliff notes/summaries) of a presentation.

At the end of the day, if your communication isn’t in a digital format, there is no playback available. What’s said is said…and gone.


* The functionality discussed here would take a day’s worth of work for a developer at Panopto (i.e., give a presenter a way to favorite existing TOC items and/or to assign a time signature to slots of time in a recording) — but it would save people and students sooooo much time. Such functionality would help us stay up-to-date — at least at a basic level of understanding — on a variety of topics.


 

 

Are universities going the way of CDs and cable TV? [Smith]

Are universities going the way of CDs and cable TV? — from theatlantic.com by Michael Smith; with thanks to Homa Tavangar & Will Richardson for this resource
Like the entertainment industry, colleges will need to embrace digital services in order to survive.

Excerpts:

We all know how that worked out: From 1999 to 2009, the music industry lost 50 percent of its sales. From 2014 to 2019, roughly 16 million American households canceled their cable subscriptions.

Similar dynamics are at play in higher education today. Universities have long been remarkably stable institutions—so stable that in 2001, by one account, they comprised an astonishing 70 of the 85 institutions in the West that have endured in recognizable form since the 1520s.

That stability has again bred overconfidence, overpricing, and an overreliance on business models tailored to a physical world. Like those entertainment executives, many of us in higher education dismiss the threats that digital technologies pose to the way we work.

Information technology transforms industries by making scarce resources plentiful, forcing customers to rethink the value of established products.

Paul Krugman, Economist, teaching on Masterclass.com

 

Learning from the Living Class Room

From DSC:
I can’t help but hear Clayton Christenson’s voice in the following quote:

An analogous situation prevails in higher education, where access to classroom seats, faculty experts, and university diplomas have been scarce for half a millennium. When massively open online courses first appeared, making free classes available to anyone with internet access, universities reflexively dismissed the threat. At the time, MOOCs were amateuristic, low-quality, and far removed from our degree-granting programs. But over the past 10 years, the technology has improved greatly.

 

Learning experience designs of the future!!! [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.

Learning from the living class room

In the future, we may be using MR to walk around data and to better visualize data


AR and VR -- the future of healthcare

 

 

Meet the new face of Webex Assistant — from blog.webex.com by Kacy Kizer

Excerpt:

You may be familiar with Webex Assistant, the AI-powered voice assistant for work. Now known as Webex Assistant for Webex Rooms, our original digital assistant allows you to control compatible Webex Rooms devices with your voice, making it easy to join a meeting with just a few words, manage your meetings and devices from anywhere in the room, and much more.

  • A voice-activated assistant allows you to easily control the meeting through a set of voice commands.
  • Simply ask your AI-powered Webex Assistant to do things like create actions items, take notes, and even set up future meetings—with just your voice.
  • Your Webex Assistant will automatically transcribe the entire meeting in real-time.
  • With visual animation, your virtual AI assistant interacts with you and your meeting attendees during the meeting and when called upon.

The Cisco Webex Digital Assistant -- how might AI impact the online-based learning experience?

From DSC:

  • How might these types of technologies impact online-based learning?
  • What new affordances might they bring to the learner’s experience?
  • For example, what if a listening assistant (AI) could identify some key issues/topics and then go out and grab/present some URL’s of relevant journal articles, chapters from a given textbook, blog postings, etc.? What if each student’s AI could be directed to do so independently?

#IntelligentTutoring | #IntelligentSystems |  #AI |  #EmergingTechnologies | #Collaboration | #Productivity | #PersonalizedEducation

Also see:

Cisco Webex Desk Pro -- AI integrated into Webex Meetings

 
© 2024 | Daniel Christian