Artificial Intelligence/Agents/LLMs/and Related

The 2022 L&D Global Sentiment Survey — from donaldtaylor.co.uk by Donald Taylor

Excerpt:

This year’s L&D Global Sentiment Survey, the ninth, shows L&D at a turning point, as the result of two forces. One is the demands of organisations, as they emerge from the pandemic, for more training delivery, very often with unchanged or reduced resources for L&D. The other is the need to deal with the emergency measures put in place in 2020 to deal with the immediate impact of COVID-19.

This sense of practitioners being under pressure is amply illustrated by responses to the free text question ‘What is your biggest L&D challenge in 2022?’ 40% of respondents answered, with the answers painting a picture of practitioners being asked to do more, in difficult circumstances, to support the learning of overworked employees and uninterested employers.

It is tempting to see this as a return to business-as-usual for L&D. Hasn‘t it always been the case that the department needed to fight for the attention of both executives and employees? Behind this undeniable reality, however, there are definite signs of longer-term trends emerging.

Coursera’s Global Skills Report: A helpful resource for understanding the world’s most in-demand skills

On 06/21/2022, in adult learning, Africa, Artificial Intelligence/Agents/LLMs/and Related, Asia, business, career development, cloud-based computing / apps / other cloud-related, communications, computer science, corporate / business world, corporate universities / corporate training, data related items, entrepreneurship, Europe, game-changing environment, higher education, internet, leadership, learning, learning ecosystem, mathematics, MBA, new media literacies, professional development, programming, reinvent, skills, society, staying relevant, strategy, surviving, technology (general), training / L&D, trends, UK, United States, universities, vendors, web design and production, workplace, by Daniel Christian

Coursera’s Global Skills Report

Excerpt from the Executive Summary:

Here are some of our top findings:

Digital skills are the shared language of the modern economy.
Women’s participation continued to rise.
The developing world had the highest rate of learner growth.
Lower levels of internet access mean lower levels of skills proficiency.
Courses in human skills had more learners from developed countries, while those in digital skills had more from developing ones.
The U.S. held steady in its overall skills proficiency ranking—yet it lost meaningful ground in core technology and data science skills.
Europe leads the world in skills proficiency.
Proficiency in technology and data science skills varies widely across the Asia-Pacific region.
Learners used Coursera to understand the pandemic.

“…employing the AI contextualization engine as the librarian.” [Bernhardt]

On 06/14/2022, in 21st century, 24x7x365 access, adult learning, Artificial Intelligence/Agents/LLMs/and Related, business, change, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, emerging technologies, experimentation, future, learner profiles, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, library / librarians, lifelong learning, personalized/customized learning, platforms, skills, tools, training / L&D, workplace, by Daniel Christian

Boost Usability of Libraries & Knowledge Hubs with Automation — from learningsolutionsmag.com by Markus Bernhardt

Excerpts (emphasis DSC):

Our article series looks at the top three areas where we see automation and AI revolutionizing the way in which successful L&D teams work: Asset libraries and knowledge hubs; hyper-personalized, truly adaptive learning; and capability mapping. This article examines the impact of AI and automation on maintaining asset libraries and knowledge hubs.
…
Thus, the contextualization engine becomes a powerful content management tool. It is also easy to use and requires no particular subject matter knowledge of the user; the librarian who has read everything does that for the user. And this works, of course, with articles, slide decks, audio, video, and even VR/AR content, and basically any file type.

Assets can be mapped to competencies, skills, learning objectives, departments, the requirements of a specific course or workshop, or to the horizontals and verticals of an organization’s internal restructuring model. And this takes place within seconds and minutes, and at scale.

With the ability to map content as well as practice exercises, questions, and assessments automatically into each concept’s complexity tree, it is now possible to use automation and AI to deliver adaptive and truly personalized learning content and learning paths.

Will Learning Move into the Metaverse? [Hogle]

On 06/14/2022, in 21st century, 24x7x365 access, 3D, A/V -- audio/visual, Artificial Intelligence/Agents/LLMs/and Related, Augmented Reality (AR), Blockchain, change, cloud-based computing / apps / other cloud-related, communications, communities of practice, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, digital learning, distance education, ethics, future, game-changing environment, global / globalization, internet, IT in HE, languages and translation, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, legislatures / government / legal, lifelong learning, Metaverse, Natural Language Processing (NLP), online learning, online media, online tutoring, platforms, society, technology (general), telemedicine / telehealth / virtual health, tools, training / L&D, trends, user experience (UX), Virtual Reality (VR) / worlds / learning, voice recognition / voice enabled interfaces, Web3, XR - extended reality, by Daniel Christian

Will Learning Move into the Metaverse? — from learningsolutionsmag.com by Pamela Hogle

Excerpt:

In its 2022 Tech Trends report, the Future Today Institute predicts that, “The future of work will become more digitally immersive as companies deploy virtual meeting platforms, digital experiences, and mixed reality worlds.”

Learning leaders are likely to spearhead the integration of their organizations’ workers into a metaverse, whether by providing training in using the tools that make a metaverse possible or through developing training and performance support resources that learners will use in an immersive environment.

Advantages of moving some workplace collaboration and learning into a metaverse include ease of scaling and globalization. The Tech Trends report mentions personalization at scale and easy multilingual translation as advantages of “synthetic media”—algorithmically generated digital content, which could proliferate in metaverses.

Also see:

Also from learningsolutionsmag.com, see:

Manage Diverse Learning Ecosystems with Federated Governance

Excerpt:

So, over time, the L&D departments eventually go back to calling their own shots.

What does this mean for the learning ecosystem? If each L&D team chooses its own learning platforms, maintenance and support will be a nightmare. Each L&D department may be happy with the autonomy but learners have no patience for navigating multiple LMSs or going to several systems to get their training records.

Creating common infrastructure among dispersed groups
Here you have the problem: How can groups that have no accountability to each other share a common infrastructure?

The May 2022 Essential AI Report + three other AI-related items

On 06/13/2022, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, data related items, emerging technologies, ethics, Europe, society, United States, voice recognition / voice enabled interfaces, by Daniel Christian

Every month Essentials publish an Industry Trend Report on AI in general and the following related topics:

AI Research
AI Applied Use Cases
AI Ethics
AI Robotics
AI Marketing
AI Cybersecurity
AI Healthcare

The Race to Hide Your Voice — from wired.com by Matt Burgess
Voice recognition—and data collection—have boomed in recent years. Researchers are figuring out how to protect your privacy.

AI: Where are we now? — from educause.edu by EDUCAUSE
Is the use of AI in higher education today invisible? dynamic? perilous? Maybe it’s all three.

What is artificial intelligence and how is it used? — from europart.europa.eu; with thanks to Tom Barrett for this resource

AI: Where are we now? — from educause.edu by EDUCAUSE
Is the use of AI in higher education today invisible? dynamic? perilous? Maybe it’s all three.

Also see:

Also relevant/see:

MLTut.com: A Website that helps learner’s to get everything in one place.

Radar Trends to Watch: June 2022 [O’Reilly]

On 06/03/2022, in 21st century, Amazon, Artificial Intelligence/Agents/LLMs/and Related, bots, ethics, Facebook / Meta Platforms, Google, human-computer interaction (HCI), innovation, internet, IT in HE, NVIDIA, platforms, programming, robotics, United States, vendors, by Daniel Christian

Radar Trends to Watch: June 2022 — from oreilly.com

Excerpt:

The explosion of large models continues. Several developments are especially noteworthy. DeepMind’s Gato model is unique in that it’s a single model that’s trained for over 600 different tasks; whether or not it’s a step towards general intelligence (the ensuing debate may be more important than the model itself), it’s an impressive achievement. Google Brain’s Imagen creates photorealistic images that are impressive, even after you’ve seen what DALL-E 2 can do. And Allen AI’s Macaw (surely an allusion to Emily Bender and Timnit Gebru’s Stochastic Parrots paper) is open source, one tenth the size of GPT-3, and claims to be more accurate. Facebook/Meta is also releasing an open source large language model, including the model’s training log, which records in detail the work required to train it.

Designing for Autism, ADHD, and More: Representing Neurodivergence [Katz]

On 06/02/2022, in adult learning, Artificial Intelligence/Agents/LLMs/and Related, Bias | Diversity Equity & Inclusion (DE&I), corporate / business world, corporate universities / corporate training, instructional design, leadership, learning, learning ecosystem, Learning Experience Design, neurodivergent/special needs, training / L&D, workplace, by Daniel Christian

Designing for Autism, ADHD, and More: Representing Neurodivergence — from learningsolutionsmag.com by Judy Katz

Excerpt:

Understanding inclusion from a neurodiversity perspective has both a DEI component (addressed in this article), and an accessibility component (addressed in the two articles to come in this series). As learning and development professionals, applying both is not just about accommodating impairment or staying compliant with the ADA. It’s about unlocking the talents that diverse neurotypes bring.

Positives of neurodivergence
One of the best things you can do to lead to greater acceptance of neurodivergence in the workplace is to learn and reinforce to others that neurodivergent brains are often different in positive ways, despite broad negative stereotypes. Here are some examples, but remember, not all traits apply to all individuals; if you know one neurodivergent, you know one neurodivergent.

#autistics #ADHD #Aspergers #neurodivergence #DEI

Also from learningsolutionsmag.com:

Automation, AI Will Advance—and Challenge—Learning Leadership — by Markus Bernhardt

Excerpt:

The current momentum of change, seen across all sectors and industries, is unparalleled in magnitude and speed; both are accelerating. The need for businesses to adapt has arguably never been more pressing, while challenges continue to grow at an increasing pace.

The digital revolution has arrived, and we already find ourselves in the thick of it. For learning and development (L&D), the time has come that deploying automation will be key. When we look at other departments within organizations, we can no longer imagine how marketing, sales, finance, or HR would fare without automation. Here, automation has celebrated some huge successes, gathering momentum as available technology is deployed more broadly. The results are increasing efficiencies, accuracy, and speed, and at scale.

This article introduces a short series on automation and AI and their impact on L&D.

Building a culture of pioneering responsibly [Ibrahim]

On 06/01/2022, in 21st century, 24x7x365 access, accessibility / UDL, analytics, Artificial Intelligence/Agents/LLMs/and Related, Bias | Diversity Equity & Inclusion (DE&I), corporate / business world, ethics, experimentation, future, game-changing environment, generational differences, global / globalization, Google, Microsoft, morals/values, by Daniel Christian

How to ensure we benefit society with the most impactful technology being developed today — from deepmind.com by Lila Ibrahim

In 2000, I took a sabbatical from my job at Intel to visit the orphanage in Lebanon where my father was raised. For two months, I worked to install 20 PCs in the orphanage’s first computer lab, and to train the students and teachers to use them. The trip started out as a way to honour my dad. But being in a place with such limited technical infrastructure also gave me a new perspective on my own work. I realised that without real effort by the technology community, many of the products I was building at Intel would be inaccessible to millions of people. I became acutely aware of how that gap in access was exacerbating inequality; even as computers solved problems and accelerated progress in some parts of the world, others were being left further behind.

After that first trip to Lebanon, I started reevaluating my career priorities. I had always wanted to be part of building groundbreaking technology. But when I returned to the US, my focus narrowed in on helping build technology that could make a positive and lasting impact on society. That led me to a variety of roles at the intersection of education and technology, including co-founding Team4Tech, a non-profit that works to improve access to technology for students in developing countries.

Also relevant/see:

Microsoft AI news: Making AI easier, simpler, more responsible — from venturebeat.com by Sharon Goldman

But one common theme bubbles over consistently: For AI to become more useful for business applications, it needs to be easier, simpler, more explainable, more accessible and, most of all, responsible.

What technology trends will—and should—lead business agendas in 2022? [McKinsey]

On 05/25/2022, in 21st century, 5G, Artificial Intelligence/Agents/LLMs/and Related, cryptocurrencies, data related items, emerging technologies, future, game-changing environment, global / globalization, innovation, internet, Metaverse, NVIDIA, society, technology (general), trends, United States, Web3, by Daniel Christian

What technology trends will—and should—lead business agendas in 2022? — from mckinsey.com

Excerpt:

Metaverse. Web3. Crypto. 5G.

These are just a few of the technologies grabbing headlines at the start of 2022. But what technology trends truly sit atop business agendas this year? Which might be under executives’ radars but should be surfaced? And what should business leaders keep in mind as they consider these trends?

We asked some members of the McKinsey Technology Council, a group of global experts convened to assess, track, and debate real emerging trends in business and technology, for their perspectives on these questions. Specifically, we asked the following:

What technology trend do you predict will headline business agendas for the remainder of 2022 and why?
What technology trend do you think is under businesses’ radars but merits more of executives’ attention?
What’s one piece of advice you would give to business leaders as they consider incorporating new technologies into their business?

Also relevant/see:

The top trends in tech — from mckinsey.com
Which technologies have the most momentum in an accelerating world? We identified the trends that matter most.

Marketing in the metaverse: An opportunity for innovation and experimentation — from mckinsey.com
Although widespread adoption of the metaverse may take some time, leading brands are already rewriting the rules of marketing.

Marketers would be remiss if they didn’t start exploring what the metaverse can offer. Now is the right time to adopt a test-and-learn mindset, to be open to experiments, and to move on quickly from failure and capitalize on success.

From DSC:
And not just marketers. How about teachers, professors, trainers, and instructional designers?

#Metaverse #learningfromthelivingclassroom #learningecosystems #learning #training #education #K12 #highereducation #vocations #careers #corporatetraining #learninganddevelopment

Google accelerates audiobook production exponentially — from provideocoalition.com by Allan Tépper

Excerpt:

In March 2022, I published Google’s Aloud auto-dubs your English video in Castilian or Portuguese, free. Now, Google is doing a similar quantum leap for audiobook production. In fact, I already converted and published one of my own books as an audiobook successfully using Google’s semi-automatic voices. Ahead, I’ll explain how Google’s process can convert the manuscript into a presentable audiobook in a few hours instead of over a month of work, using one of Google’s automated voices which are available for different languages and regions.

“Opportunities for Education in the Metaverse” [Downes] + “What Should Higher Ed in the Metaverse Look Like?” [Schaefer]

On 05/20/2022, in 21st century, 24x7x365 access, 3D, accessibility / UDL, Artificial Intelligence/Agents/LLMs/and Related, Augmented Reality (AR), Canada, cloud-based computing / apps / other cloud-related, collaboration, cryptocurrencies, digital learning, distance education, education, education technology, emerging technologies, future, future of higher education, game-changing environment, human-computer interaction (HCI), innovation, interaction design, interactivity, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning spaces, Metaverse, Mixed Reality (MR), MOOCs -- Massive Open Online Courses, presentations, professional development, remote teaching and learning, trends, United States, Virtual Reality (VR) / worlds / learning, vision/possibilities, visualizing information, web-based collaboration, Web3, XR - extended reality, by Daniel Christian

Opportunities for Education in the Metaverse — from downes.ca by Stephen Downes

Excerpt:

This short presentation introduces major elements of the metaverse, outlines some applications for education, discusses how it may be combined with other technologies for advanced applications, and outlines some issues and concerns.

Also relevant/see:

What Should Higher Ed in the Metaverse Look like? – from linkedin.com by Joe Schaefer

Excerpt:

The Metaverse is coming whether we like it or not, and it is time for educators to think critically about how it can benefit students. As higher education continues to evolve, I believe every learning product and platform working with or within the Metaverse should, at least, have these functionalities:

Addendum on 5/23/22:

Google Maps to add “immersive view” [futuretimeline.net]

On 05/20/2022, in 21st century, 24x7x365 access, 3D, A/V -- audio/visual, Artificial Intelligence/Agents/LLMs/and Related, Augmented Reality (AR), Google, human-computer interaction (HCI), immersion, innovation, XR - extended reality, by Daniel Christian

Google Maps to add “immersive view” — from futuretimeline.net
Google Maps, the world’s most-downloaded travel app, will soon become more immersive and intuitive thanks to a major upgrade.

Excerpts:

A new “immersive view” will generate far more detailed graphics than are available currently. This will provide sweeping views of cities in full 3D, complete with simulated cars, real-time weather, realistic day/night cycles, shadow effects, water reflections, and even animations like birds flying through the sky.
…
The company also announced an update for Live View. First launched in 2019, this provides augmented reality (AR) walking routes in the form of arrows, directions, and distance markers.

These improvements are possible thanks to advances in computer vision and AI that allow billions of aerial, street view, and other images to combine and create a rich, seamless, digital model of the world.

Addendums on 5/23/22:

Google Wants To Deliver World-Scale AR Using Google Maps — from vrscout.com by Bobby Carlton

Somewhat relevant/see:

Earth // Around The World From The Air 4K from Kien Lam on Vimeo.

You can practice for a job interview with Google AI — from engadget.com by J. Fingas
You’ll know how to answer key questions.

“It also plans to integrate each student’s AI-based virtual assistant ‘Genie’ into the metaverse as 3D virtual assistants” [Soulunii]

On 05/18/2022, in 21st century, 24x7x365 access, 3D, Artificial Intelligence/Agents/LLMs/and Related, attention, CMS/LMS, content development, aggregation, repositories, corporate universities / corporate training, credentialing, digital learning, education, education technology, educational games / serious games, engagement / engaging students, entrepreneurship, experimentation, face-to-face, future, future of higher education, game-changing environment, higher education, India, innovation, instructional design, intelligent systems, intelligent tutoring, K-12 related, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, lifelong learning, love of learning, Metaverse, multimedia, New "Amazon.com" of Higher Education, online learning, personalized/customized learning, platforms, play, teaching & learning, tools, training / L&D, user experience (UX), vendors, Virtual Reality (VR) / worlds / learning, vision/possibilities, web-based collaboration, Web3, by Daniel Christian

Entrepreneur Education Platform GeniusU Raises $1.5M Seed Funding at $250M Valuation — from edtechreview.in ed by Stephen Soulunii

Excerpt (emphasis DSC):

Genius Group has recently announced that its EdTech arm, GeniusU Ltd, has raised $1.5 million in a seed round to support the development of its Genius Metaversity virtual learning plans.
…
With the fresh funding, GeniusU plans to extend its courses and programs to interactive learning environments in the metaverse, with students and faculty connecting and learning in global classrooms and virtual 3D environments. It also plans to integrate each student’s AI-based virtual assistant ‘Genie’ into the metaverse as 3D virtual assistants that accompany each student on their personalized journey and integrate its GEMs (Genius Education Merits) student credits into the metaverse. GEMs are earned by students as they learn and can be spent on products and services within GeniusU and counting towards their certifications.

Categories

Tags