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

 

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

 

Voice Assistants in Pre and Post-Operative Care and the Duty to Warn Patients of Remote Risks – A Legal Discussion— from by Eric Hal Schwartz

Excerpt:

A potential risk of surgery is so remote that it is rarely seen in practice, and only appears in archaic medical literature, does the voice assistant need to advise of that risk?

 

Future Today Institute's 2020 tech trends report

Key takeaways of this report:

  • Welcome to the Synthetic Decade.
  • You’ll soon have augmented hearing and sight.
  • A.I.-as-a-Service and Data-as-a-Service will reshape business.
  • China has created a new world order.
  • Home and office automation is nearing the mainstream.
  • Everyone alive today is being scored.
  • We’ve traded FOMO for abject fear.
  • It’s the end of forgetting.
  • Our new trust economy is being formed.

 

Amazon rolls out Alexa-powered voice shopping experience in India — from techcrunch.com by Manish Singh

Excerpt:

Amazon [on 3/12/20] rolled out an Alexa-enabled voice-powered shopping feature in India as the e-commerce giant looks for new ways to engage with customers in one of its key overseas markets.

Customers will be able to use Alexa to search for items on the e-commerce platform, add them to the cart and proceed to checkout — by tapping the in-app mic icon and saying commands such as “Alexa, show me sarees,” “Alexa, add saree to my cart” and “Alexa, go to checkout.”

 

How innovations in voice technology are reshaping education — from edsurge.com by Diana Lee
Voice is the most accessible form you can think of when you think about any interface. In education, it’s already started to take off.

It could be basic questions about, “Am I taking a class to become X?” or “How strong are my skills relative to other people?” An assistant can help with that. It could potentially be a coach, something that follows you the rest of your life for education. I’m excited about that. People that can’t normally get access to this kind of information will get access to it. That’s the future.

From DSC:
The use of voice will likely be a piece of a next-generation learning platform.

Voice will likely be a piece of the next generation learning platform

 

How to Hire a Great Data Scientist — from toptal.com; with thanks to Kathlyn Tantuan for this resource.

Excerpt:

What makes a great data scientist? The answer depends on the branch of data science in question and your specific needs, but all data scientists inevitably share a core set of skills. This comprehensive hiring guide outlines critical skills and explains how to pick the right data scientist for the job.

 

Things I Learned at Project Voice — from thejournal.com by Bradley Metrock, who produces the Project Voice conference, hosts This Week in Voice
Could 2020 be the year of the voice? These voice experts think so.

Excerpt:

Voice experience of the year for education, with these finalists:

Highlights took this category.

And voice developer of the year, with these finalists:

Bamboo Learning won this award.

Also see:

  • 12 Education Predictions for 2020 — by Dian Schaffhauser
    The learning and innovation in education never stops. Here’s what 12 education technology experts and observers expect for the new year in K-12.
 

A.I. breakthroughs in natural-language processing are big for business — from fortune.com by Jeremy Kahn

Excerpt:

Over the past 18 months, though, computer scientists have made huge strides in creating algorithms with unprecedented abilities at a variety of language tasks. What’s more, these new algorithms are making the leap from the lab and into real products at a breakneck pace—already changing the way tech’s biggest players, and many other businesses, operate. The Natural Language Processing (NLP) revolution promises better search engines and smarter chatbots and digital assistants. It could lead to systems that automatically analyze—and maybe even compose— legal documents and medical records. But some believe the NLP revolution will do far more.

 

DC: Precursor to a next gen learning platform…? Another piece is falling into place.

 

7 Artificial Intelligence Trends to Watch in 2020 — from interestingengineering.com by Christopher McFadden

Excerpts:

Per this article, the following trends were listed:

  1. Computer Graphics will greatly benefit from AI
  2. Deepfakes will only get better, er, worse
  3. Predictive text should get better and better
  4. Ethics will become more important as time goes by
  5. Quantum computing will supercharge AI
  6. Facial recognition will appear in more places
  7. AI will help in the optimization of production pipelines

Also, this article listed several more trends:

According to sources like The Next Web, some of the main AI trends for 2020 include:

  • The use of AI to make healthcare more accurate and less costly
  • Greater attention paid to explainability and trust
  • AI becoming less data-hungry
  • Improved accuracy and efficiency of neural networks
  • Automated AI development
  • Expanded use of AI in manufacturing
  • Geopolitical implications for the uses of AI

Artificial Intelligence offers great potential and great risks for humans in the future. While still in its infancy, it is already being employed in some interesting ways.

According to sources like Forbes, some of the next “big things” in technology include, but are not limited to:

  • Blockchain
  • Blockchain As A Service
  • AI-Led Automation
  • Machine Learning
  • Enterprise Content Management
  • AI For The Back Office
  • Quantum Computing AI Applications
  • Mainstreamed IoT

Also see:

Artificial intelligence predictions for 2020: 16 experts have their say — from verdict.co.uk by Ellen Daniel

Excerpts:

  • Organisations will build in processes and policies to prevent and address potential biases in AI
  • Deepfakes will become a serious threat to corporations
  • Candidate (and employee) care in the world of artificial intelligence
  • AI will augment humans, not replace them
  • Greater demand for AI understanding
  • Ramp up in autonomous vehicles
  • To fully take advantage of AI technologies, you’ll need to retrain your entire organisation
  • Voice technologies will infiltrate the office
  • IT will run itself while data acquires its own DNA
  • The ethics of AI
  • Health data and AI
  • AI to become an intrinsic part of robotic process automation (RPA)
  • BERT will open up a whole new world of deep learning use cases

The hottest trend in the industry right now is in Natural Language Processing (NLP). Over the past year, a new method called BERT (Bidirectional Encoder Representations from Transformers) has been developed for designing neural networks that work with text. Now, we suddenly have models that will understand the semantic meaning of what’s in text, going beyond the basics. This creates a lot more opportunity for deep learning to be used more widely.

 

 

Coming down the pike: A next generation, global learning platform [Christian]

From DSC:
Though we aren’t quite there yet, the pieces continue to come together to build a next generation learning platform that will help people reinvent themselves quickly, efficiently, constantly, and cost-effectively.

Learning from the living class room

 

Learning from the living class room

 

Learning from the living class room

 

120 AI predictions for 2020 — from forbes.com by Gil Press

Excerpt:

As for the universe, it is an open book for the 120 senior executives featured here, all involved with AI, delivering 2020 predictions for a wide range of topics: Autonomous vehicles, deepfakes, small data, voice and natural language processing, human and augmented intelligence, bias and explainability, edge and IoT processing, and many promising applications of artificial intelligence and machine learning technologies and tools. And there will be even more 2020 AI predictions, in a second installment to be posted here later this month.

 

 

From DSC:
I wish that more faculty members would share their research, teaching methods, knowledge, and commentary with the world as this professor does (vs. talking to other professors behind publishers’ walled off content). In this case, Arvind happens to use Twitter. But if one doesn’t like to use Twitter, there’s also LinkedIn, WordPress/blogging, podcasting, and other outlets. 

 

 

 

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