personalized/customized learning

“An AI algorithm wrote an academic thesis on itself in two hours” + four other AI-related items

On 07/18/2022, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, business, corporate / business world, corporate universities / corporate training, education technology, emerging technologies, experimentation, future, learning spaces, personalized/customized learning, smart classrooms, society, tools, training / L&D, vision/possibilities, by Daniel Christian

After an AI bot wrote a scientific paper on itself, the researcher behind the experiment says she hopes she didn’t open a ‘Pandora’s box’ — from insider.com by Hannah Getahun

Excerpt:

An artificial-intelligence algorithm called GPT-3 wrote an academic thesis on itself in two hours.
The researcher who directed the AI to write the paper submitted it to a journal with the bot’s consent.
“We just hope we didn’t open a Pandora’s box,” the researcher wrote in Scientific American.

AI Empowers Scalable Personalized Learning and Knowledge Sharing — from learningsolutionsmag.com by Markus Bernhardt

Excerpt:

AI aids in providing true personalization
Automation through AI is providing us with the tools necessary to deploy fully personalized digital learning, extremely fast and at scale. With the advent of this technology, we will see a revolution in digital training; in addition, I predict that the impact the digital piece will have on human-led efforts will lead to a further revolution of education, training, workshops, mentoring, and coaching.

How A.I. Could Help You Design Your Perfect Office (or Store) — from inc.com by Ben Sherry
Artificial intelligence may soon help fill the gap between your interior design skills and your imagination.

Excerpt:

Boom Interactive is one of several companies attempting to streamline the interior design process using automation. The Salt Lake City-based startup’s free app, Bubbles, which is scheduled to soft launch in the third quarter of 2022, uses artificial intelligence to read floor plans and create a “digital twin” of your real-life space, according to CEO and founder Timber Barker. Once a “twin” has been created, users have full freedom to customize the space by adding doors, erasing walls, and placing furniture.

The Increasing Role of Artificial Intelligence in Our Lives — from rdene915.com by Rachelle Dene Poth

Excerpt:

All of this recent information has made me even more curious about the role artificial intelligence will play over the next few months as we hopefully get back to more of a normal life experience and can engage in work and learning but also in leisure activities. What can we learn from the recent uptick in AI information and how can it help us in the future?

Optical illusions could help us build the next generation of AI — from digitaltrends.com by Luke Dormehl

How to Use Backward Chaining to Differentiate Instruction [Gonzalez]

On 07/03/2022, in education, instructional design, K-12 related, learning, Learning Experience Design, pedagogy, personalized/customized learning, teachers, teaching & learning, by Daniel Christian

How to Use Backward Chaining to Differentiate Instruction — from cultofpedagogy.com Jennifer Gonzalez

Excerpt:

Backward chaining is a specific kind of scaffolding that has the student begin a task closer to the end, rather than starting it from the beginning. Where the starting point is depends on the student’s particular needs. “There’s no telling where the gum in the straw might be for somebody getting stuck doing something,” Meehan explains. So finding it will require assessment and experimentation.

For example, if you are teaching a child how to brush their teeth, and that child doesn’t quite have the fine motor skills to put the toothpaste on the brush, you’d do that step for them and have them start with the brushing itself. Eventually, as they build confidence with brushing, you’d have them move backward and add on the skill of toothpaste application.

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.

New Pathways: Experiencing Success In What’s Next — from Getting Smart

Excerpt:

Some of you were able to attend our official kick-off event yesterday (on 6/21/22), but for those who weren’t able to make it we wanted to let you know that our new campaign, New Pathways, has officially begun!. Over the next few years, and in partnership with ASA, the Bill & Melinda Gates Foundation, Stand Together and the Walton Foundation, we will be dedicated to tracking innovations in the following six pillars:

We believe that when combined, these pillars enable learners to find success in what’s next in their professional lives, their personal lives and in their communities.

“…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.

Per RetrievalPractice.org — “Explore our newest list of cognitive scientists. You can follow them on Twitter!”

On 06/14/2022, in adjunct faculty, adult learning, assessment, blended learning, blogs / blogging / vlogging, colleges, communities of practice, community colleges, corporate universities / corporate training, digital learning, education, faculty/staff, heutagogy, higher education, homeschooling/homeschoolers, instructional design, learning, learning ecosystem, Learning Experience Design, learning hubs & pods & microschooling, learning spaces, learning theories, lifelong learning, memory, metacognition / metacognitive skills, microlearning, online learning, personalized/customized learning, presentations, professional development, research, social learning / networks, student teaching/teacher education, teachers, teaching & learning, training / L&D, universities, by Daniel Christian

Have you followed our NEW Twitter list of cognitive scientists yet? #retrievalpractice https://t.co/aXYIblZ37Y

— Retrieval Practice (@RetrieveLearn) June 7, 2022

Great example of some elements in a learning ecosystem! “2022 Trends in Learning Technology” [Foreman]

On 05/26/2022, in Augmented Reality (AR), CMS/LMS, collaboration, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, Daniel S. Christian, digital learning, instructional design, intelligent systems, intelligent tutoring, learner profiles, learning, learning ecosystem, Learning Experience Design, microlearning, personalized/customized learning, productivity / tips and tricks, social learning / networks, technology (general), tools, training / L&D, vendors, Virtual Reality (VR) / worlds / learning, web-based collaboration, XR - extended reality, by Daniel Christian

From DSC:
The report below contains some great examples of a few of the elements in a learning ecosystem! Though there are many other elements in a learning ecosystem, tools and technologies are certainly two key components of one.

Some of the topics in this report at:

Knowledge bases and knowledge management technology
Microlearning
Learning record store
Learning Experience Platform (LXP)
Augmented reality / Virtual reality (AR/VR)
Adaptive learning / Intelligent tutor
Technology stack

2022 Trends in Learning Technology — from learningguild.com by Steve Foreman

Excerpt:

In this research report, Steve Foreman analyzes recent survey findings to examine eight learning technologies and explore how they impact the L&D space, organizations, customer satisfaction, and more.

“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.

Inside Microsoft’s new Inclusive Tech Lab — from engadget.com by C. Low; with thanks to Nick Floro on Twitter for some of these resources
“An embassy for people with disabilities.”

Increasing our Focus on Inclusive Technology — from mblogs.microsoft.com by Dave Dame

Excerpt:

In recent years, tied to Microsoft’s mission of empowering every person and organization on the planet to achieve more, teams from across Microsoft have launched several products and features to make technology more inclusive and accessible. [On May 10, 2022], as part of the 12th annual Microsoft Ability Summit, we celebrate a new and expanded Inclusive Tech Lab, powerful new software features, and are unveiling Microsoft adaptive accessories designed to give people with disabilities greater access to technology.

Microsoft’s Latest Hardware Is More Accessible and Customizable — from wired.com by Brenda Stolyar
The wireless system—a mouse, a button, and a hub—is designed to increase productivity for those with limited mobility.

Excerpt:

Microsoft if expanding its lineup of accessibility hardware. During its annual Ability Summit—an event dedicated to disability inclusion and accessibility—the company showed attendees some new PC hardware it has developed for users with limited mobility. Available later this year, the wireless system will consist of an adaptive mouse, a programmable button, and a hub to handle the connection to a Windows PC. Users set up the devices to trigger various keystrokes, shortcuts, and sequences. These new input devices can be used with existing accessories, and they can be further customized with 3D-printed add-ons. There are no price details yet.

Along these lines, also see:

14 Equity Considerations for Ed Tech — from campustechnology.com by Reed Dickson
Is the education technology in your online course equitable and inclusive of all learners? Here are key equity questions to ask when considering the pedagogical experience of an e-learning tool.

The amazing opportunities of AI in the future of the educational metaverse [Darbinyan]

On 04/29/2022, in Artificial Intelligence/Agents/LLMs/and Related, bots, colleges, communications, communities of practice, community colleges, content development, aggregation, repositories, corporate universities / corporate training, digital audio, digital learning, digital video, distance education, education, education technology, educational games / serious games, emerging technologies, engagement / engaging students, experimentation, Facebook / Meta Platforms, future, future of higher education, game-changing environment, higher education, human-computer interaction (HCI), ideas, immersion, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, languages and translation, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning preferences, learning spaces, library / librarians, lifelong learning, Metaverse, Michigan, more voice more choice more control, multimedia, Natural Language Processing (NLP), NVIDIA, online learning, personalized/customized learning, student-related, teachers, teaching & learning, teaching online, technologies for your home, United States, universities, virtual field trips, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, visualizing information, voice recognition / voice enabled interfaces, wearables, web-based collaboration, Web3, by Daniel Christian

The amazing opportunities of AI in the future of the educational metaverse — from forbes.com by Rem Darbinyan

Excerpt:

Looking ahead, let’s go over several potential AI-backed applications of the metaverse that can empower the education industry in many ways.

Multilingual Learning Opportunities
Language differences may be a real challenge for students from different cultures as they may not be able to understand and keep up with the materials and assignments. Artificial intelligence, VR and AR technologies can enhance multilingual accessibility for learners no matter where they are in the world. Speech-to-text, text-to-speech and machine translation technologies enrich the learning process and create more immersive learning environments.
…
AI can process multiple languages simultaneously and provide real-time translations, enabling learners to engage with the materials in the language of their choice. With the ability to instantly transcribe speech across multiple languages, artificial intelligence removes any language barriers for students, enabling them to be potentially involved, learn and communicate in any language.

Artificial Intelligence (AI) in Education Market size exceeded USD 1 billion in 2020 and is expected to grow at a CAGR of over 40% between 2021 and 2027. (source)

Along the lines of innovation within our educational learning ecosystems, see:

3 Questions for Coursera’s Betty Vandenbosch & U-M’s Lauren Atkins Budde on XR — from insidehighered.com by Joshua Kiim
How might extended reality shape the future of learning?

Excerpts (emphasis DSC):

[Lauren Atkins Budde] “Being able to embed quality, effective extended reality experiences into online courses is exponentially a game-changer. One of the persistent constraints of online learning, especially at scale, is how do learners get hands-on practice? How do they experience specific contexts and situations? How do they learn things that are best experienced? XR provides that opportunity for actively doing different kinds of tasks, in various environments, in ways that would otherwise not be possible. It will open up Lauren Atkins Buddeboth how we teach online and also what we teach online.”
…
These courses are really exciting and cover a broad range of disciplines, which is particularly important. To choose the right subjects, we did an extensive review of insights from industry partners, learners and market research on in-demand and emerging future-of-work skills and then paired that with content opportunities where immersive learning is really a value-add and creates what our learning experience designers call “embodied learning.”

Addendum on 5/1/22:
Can the Metaverse Improve Learning? New Research Finds Some Promise — from edsurge.com by Jeffrey R. Young

“The findings support a deeper understanding of how creating unique educational experiences that feel real (i.e., create a high level of presence) through immersive technology can influence learning through different affective and cognitive processes including enjoyment and interest,” Mayer and his colleagues write.

I Analyzed 13 TED Talks on Improving Your Memory — Here’s the Quintessence [Keiffenheim]

On 03/31/2022, in Daniel S. Christian, learning, learning theories, memory, personalized/customized learning, psychology, by Daniel Christian

I Analyzed 13 TED Talks on Improving Your Memory — Here’s the Quintessence — from learntrepreneurs.com by Eva Keiffenheim
How you can make the most out of your brain.

Excerpt:

In her talk, brain researcher and professor Lara Boyds explains what science currently knows about neuroplasticity. In essence, your brain can change in three ways.

Change 1 — Increase chemical signalling
Your brain works by sending chemicals signals from cell to cell, so-called neurons. This transfer triggers actions and reactions. To support learning your brain can increase the concentration of these signals between your neurons. Chemical signalling is related to your short-term memory.

Change 2 — Alter the physical structure
During learning, the connections between neurons change. In the first change, your brain’s structure stays the same. Here, your brain’s physical structure changes — which takes more time. That’s why altering the physical structure influences your long-term memory.

For example, research shows that London taxi cab drivers who actually have to memorize a map of London to get their taxicab license have larger brain regions devoted to spatial or mapping memories.

Change 3 — Alter brain function
This one is crucial (and will also be mentioned in the following talks). When you use a brain region, it becomes more and more accessible. Whenever you access a specific memory, it becomes easier and easier to use again.

But Boyd’s talk doesn’t stop here. She further explores what limits or facilitates neuroplasticity. She researches how people can recover from brain damages such as a stroke and developed therapies that prime or prepare the brain to learn — including simulation, exercise and robotics.

Her research is also helpful for healthy brains — here are the two most important lessons:

The primary driver of change in your brain is your behaviour.
…
There is no one size fits all approach to learning.

From DSC:
This is so important. It’s the underlying cognitive science/psychology involved in the posting I recently created that was entitled, “What are the ramifications of having cognitive “highways in our minds?” It occurs to me that patience, grace, forgiveness, work, new habits, and more are required here.

Now we just need a “Likewise TV” for learning-related resources! [Christian]

On 03/29/2022, in 21st century, 24x7x365 access, 5G, A/V -- audio/visual, adult learning, Alternatives, analytics, Artificial Intelligence/Agents/LLMs/and Related, assistive technologies, cloud-based computing / apps / other cloud-related, collaboration, colleges, communities of practice, community colleges, content development, aggregation, repositories, convergence, corporate / business world, corporate universities / corporate training, Daniel S. Christian, digital learning, education technology, educational games / serious games, elearning, emerging technologies, future, future of higher education, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), Hyflex learning, ideas, innovation, instructional design, intelligent systems, intelligent tutoring, internet, K-12 related, law schools, learner profiles, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, lifelong learning, marketplaces, media/film, microlearning, MOOCs -- Massive Open Online Courses, more voice more choice more control, multimedia, Natural Language Processing (NLP), New "Amazon.com" of Higher Education, online learning, personalized/customized learning, platforms, reinvent, skills, smart classrooms, social learning / networks, society, streams of content, technologies for your home, telepresence, television, tools, TVs, ubiquitous learning, United States, universities, vendors, videoconferencing, Virtual Reality (VR) / worlds / learning, vision/possibilities, vocational / trades, web-based collaboration, by Daniel Christian

Likewise TV Brings Curation to Streaming — from lifewire.com by Cesar Aroldo-Cadenas
And it’s available on iOS, Android, and some smart TVs

All your streaming services in one place. One search. One watchlist. Socially powered recommendations.

Entertainment startup Likewise has launched a new recommendations hub that pulls from all the different streaming platforms to give you personalized picks.
…
Likewise TV is a streaming hub powered by machine learning, people from the Likewise community, and other streaming services. The service aims to do away with mindlessly scrolling through a menu, looking for something to watch, or jumping from one app to another by providing a single location for recommendations.
…
Note that Likewise TV is purely an aggregator.

Also see:

From DSC:
Now we need this type of AI-based recommendation engine, aggregator, and service for learning-related resources!

I realize that we have a long ways to go here — as a friend/former colleague of mine just reminded me that these recommendation engines often miss the mark. I’m just hoping that a recommendation engine like this could ingest our cloud-based learner profiles and our current goals and then present some promising learning-related possibilities for us. Especially if the following graphic is or will be the case in the future:

Here’s what I’ve learned about building skills and how skills shape your career.
A visual thread (1/11) ?

1. Degrees don’t age well. Your current skills and skill level tell organizations more about your real value. pic.twitter.com/Z1edxrYAB1

— Jeff Kortenbosch ?? (@jeffkortenbosch) March 13, 2022

Also relevant/see:

Samsung’s New M8 Monitor Combines Entertainment and Work — from lifewire.com by Cesar Cadenas

From DSC:
Some interesting/noteworthy features:

“The 32- inch display has Wi-Fi capabilities to supports multiple streaming services, can stream smartphone content, and comes with a removable SlimFit Cam.”
The M8 has Wi-Fi connectivity for its native streaming apps so you won’t have to connect to a computer to watch something on Netflix. And its Far Field Voice mic can be used w/ the Always On feature to control devices like Amazon Alexa with your voice, even if the monitor is off.
“You can also connect devices to the monitor via the SmartThings Hub, which can be tracked with the official SmartThings app.”

I wonder how what we call the TV (or television) will continue to morph in the future.

Addendum on 3/31/22 from DSC:
Perhaps people will co-create their learning playlists…as is now possible with Spotify’s “Blend” feature:

Today’s Blend update allows you to share your personal Spotify playlists with your entire group chat—up to 10 users. You can manually invite these friends and family members to join you from in the app, then Spotify will create a playlist for you all to listen to using a mixture of everyone’s music preferences. Spotify will also create a special share card that everyone in the group can use to save and share the created playlist in the future.

Learners need: More voice. More choice. More control. -- this image was created by Daniel Christian

Google Invites Classroom Users to Join Beta for ‘Practice Sets,’ with Auto-Grading, Instant Student Feedback, and More [Kuykendall]

On 03/18/2022, in Artificial Intelligence/Agents/LLMs/and Related, CMS/LMS, digital learning, education technology, emerging technologies, Google, K-12 related, learning ecosystem, mathematics, personalized/customized learning, platforms, productivity / tips and tricks, teachers, by Daniel Christian

Google Invites Classroom Users to Join Beta for ‘Practice Sets,’ with Auto-Grading, Instant Student Feedback, and More — from thejournal.com by Kristal Kuykendall

Excerpt:

“With Practice Sets, educators can easily transform their own teaching content into interactive assignments and use the auto-grading tool to cut down on manual grading time,” Kiecza said in his blog post. “Practice Sets also helps teachers figure out which concepts need more instruction time and who could use extra support, giving them quick performance insights to shape future lesson plans.

In an accompanying blog post explaining the Practice Sets features, Google for Education Senior Director Shantanu Sinha said the adaptive learning technology at the root of Practice Sets uses more advanced artificial intelligence than anything seen before in ed tech.

How Virtual Reality Can Be More Accessible with WalkinVR [Evans ] + Which Types of Colleges Have the Most Undergraduates With Disabilities? [chronicle.com]

On 03/17/2022, in accessibility / UDL, assistive technologies, Bias | Diversity Equity & Inclusion (DE&I), colleges, community colleges, educational games / serious games, higher education, neurodivergent/special needs, personalized/customized learning, United States, universities, vendors, Virtual Reality (VR) / worlds / learning, by Daniel Christian

How Virtual Reality Can Be More Accessible with WalkinVR — from equalentry.com by Meryl Evans

Excerpt:

In another scenario, you can’t reach up high. Or maybe you can’t hold the virtual reality controllers or press the buttons.

WalkinVR Driver fills in the gap. It’s a free driver that enhances virtual reality to work with the person’s abilities and preferences. One option is the Xbox Controller Move , which allows you to connect a standard Xbox video game controller to the game.

Also relevant/see:

Which Types of Colleges Have the Most Undergraduates With Disabilities? — from chronicle.com

Excerpt:

Here’s a sector-by-sector look at the percentage of undergraduates who reported a disability to the campus’s office of disability services, or a similar office, in the academic years 2016-17 to 2019-20. Undergraduate students with disabilities are those who reported that they had one or more of the following conditions: a specific learning disability, a visual impairment, a hearing difficulty or deafness, a speech impairment, an orthopedic impairment, or another health impairment. The diversity and related offices provide these students with such services as note-takers and American Sign Language interpreters.

Addendum later on 3/17/22:

Assistive technology personalizes the learning environment — from thetechedvocate.org by Matthew Lynch

Excerpt:

We talk a lot about personalized learning and how it can benefit learners by providing them with more detailed instruction catered to their needs. It helps them overcome learning challenges and achieve their educational goals.

We’ve also discussed assistive technologies – technologies designed to aid students with learning difficulties and other disabilities, understand and retain knowledge to improve their learning outcomes. The two can go hand-in-hand, as assistive technology can help all students receive a more personalized learning experience.

Let’s take a look at some of the ways that AT is used in the classroom and its personalized learning.

Learning Ecosystems

I Analyzed 13 TED Talks on Improving Your Memory — Here’s the Quintessence [Keiffenheim]

How Virtual Reality Can Be More Accessible with WalkinVR [Evans ] + Which Types of Colleges Have the Most Undergraduates With Disabilities? [chronicle.com]

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