learning agents

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), 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.

Reflections on “Do We Really Want Academic Permanent Records to Live Forever on Blockchain?” [Bohnke]

On 03/19/2022, in 21st century, 24x7x365 access, adult learning, Alternatives, analytics, Artificial Intelligence/Agents/LLMs/and Related, Blockchain, business, career development, cloud-based computing / apps / other cloud-related, CMS/LMS, colleges, communities of practice, community colleges, competency-based learning/education, corporate / business world, corporate universities / corporate training, credentialing, Daniel S. Christian, digital learning, education, elearning, formal learning, future, future of higher education, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, informal learning, innovation, instructional design, K-12 related, law schools, learner profiles, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, liberal arts, lifelong learning, love of learning, microlearning, more voice more choice more control, online learning, open courseware and systems, participation, professional development, project-based learning, publishing, real-world assignments, social learning / networks, society, student-related, technologies for your home, the downsides of how people use tech, training / L&D, United States, universities, user experience (UX), vendors, vision/possibilities, youth, by Daniel Christian

From DSC:
Christin Bohnke raises a great and timely question out at edsurge.com in her article entitled:
Do We Really Want Academic Permanent Records to Live Forever on Blockchain?

Christin does a wonderful job of addressing the possibilities — but also the challenges — of using blockchain for educational/learning-related applications. She makes a great point that the time to look at this carefully is now:

Yet as much as unchangeable education records offer new chances, they also create new challenges. Setting personal and academic information in stone may actually counter the mission of education to help people evolve over time. The time to assess the benefits and drawbacks of blockchain technology is right now, before adoption in schools and universities is widespread.

As Christin mentions, blockchain technology can be used to store more than formal certification data. It could also store such informal certification data such as “research experience, individual projects and skills, mentoring or online learning.”

The keeping of extensive records via blockchain certainly raises numerous questions. Below are a few that come to my mind:

Will this type of record-keeping help or hurt in terms of career development and moving to a different job?
Will — or should — CMS/LMS vendors enable this type of feature/service in their products?
Should credentials from the following sources be considered relevant?
- Microlearning-based streams of content
- Data from open courseware/courses
- Learning that we do via our Personal Learning Networks (PLNs) and social networks
- Learning that we get from alternatives such as bootcamps, coding schools, etc.
Will the keeping of records impact the enjoyment of learning — or vice versa? Or will it depend upon the person?
Will there be more choice, more control — or less so?
To what (granular) level of competency-based education should we go? Or from project-based learning?
Could instructional designers access learners’ profiles to provide more personalized learning experiences?
…and I’m certain there are more questions than these.

All that said…

To me, the answers to these questions — and likely other questions as well — lie in:

Giving a person a chance to learn, practice, and then demonstrate the required skills (regardless of the data the potential employer has access to)
.
Giving each user the right to own their own data — and to release it as they see fit. Each person should have the capability of managing their own information/data without having to have the skills of a software engineer or a database administrator. When something is written to a blockchain, there would be a field for who owns — and can administer — the data.

In the case of finding a good fit/job, a person could use a standardized interface to generate a URL that is sent out to a potential employer. That URL would be good for X days. The URL gives the potential employer the right to access whatever data has been made available to them. It could be full access, in which case the employer is able to run their own queries/searches on the data. Or the learner could restrict the potential employer’s reach to a more limited subset of data.

Visually, speaking:

I still have a lot more thinking to do about this, but that’s where I’m at as of today. Have a good one all!

Holograms? Check! Now what? [Bieniek @ Webex]

On 02/17/2022, in 21st century, 24x7x365 access, 3D, A/V -- audio/visual, Artificial Intelligence/Agents/LLMs/and Related, cloud-based computing / apps / other cloud-related, collaboration, colleges, communications, community colleges, corporate / business world, corporate universities / corporate training, experimentation, future, future of higher education, game-changing environment, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), immersion, innovation, instructional design, intelligent tutoring, K-12 related, law schools, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, Legal operations, library / librarians, multimedia, Natural Language Processing (NLP), online learning, online media, online tutoring, participation, society, teaching online, technologies for your home, telelegal, telemedicine / telehealth / virtual health, tools, training / L&D, TVs, ubiquitous learning, universities, user experience (UX), vendors, videoconferencing, Virtual courts and law firms, virtual field trips, virtual K-12 schools, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, visualizing information, vocational / trades, voice recognition / voice enabled interfaces, web-based collaboration, by Daniel Christian

Holograms? Check! Now what? — from blog.webex.com by Elizabeth Bieniek

Excerpt (emphasis DSC):

Two years ago, I wrote about the Future of Meetings in 2030 and hinted at an effort my team was building to make this a reality. Now, we have publicly unveiled Webex Hologram and brought the reality of a real-time, end-to-end holographic meeting solution to life.

With Webex Hologram, you can feel co-located with a colleague who is thousands of miles away. You can share real objects in incredible multi-dimensional detail and collaborate on 3D content to show perspective, share, and approve design changes in real-time, all from the comfort of your home workspace.

As the hype dies down, the focus on entirely virtual experiences in fanciful environments will abate and a resurgence in focus on augmented experiences—interjecting virtual content into the physical world around you for an enhanced experience that blends the best of physical and virtual—will emerge.

The ability to have curated information at one’s fingertips, still holds an incredible value prop that has yet to be realized. Applying AI to predict, find, and present this type of augmented information in both 2D and 3D formats will become incredibly useful.

From DSC:
As I think of some of the categories that this posting about establishing a new kind of co-presence relates to, there are many relevant ones:

21st century
24x7x365
3D
Audio/Visual (A/V)
Artificial Intelligence (AI)
Cloud-based
Collaboration/web-based collaboration
Intelligent tutoring
Law schools, legal, government
Learning, learning agents, learning ecosystems, Learning from the Living [Class] Room, learning spaces/hubs/pods
Libraries/librarians
K-12, higher education, corporate training
Metaverse
Online learning
Telelegal, telemedicine
Videoconferencing
Virtual courts, virtual tutoring, virtual field trips
Web3

Technology We Need: Documenting the complete Learner Record [McClennen & Midles]

On 02/12/2022, in 21st century, 24x7x365 access, Blockchain, business, cloud-based computing / apps / other cloud-related, credentialing, Daniel S. Christian, education, education technology, emerging technologies, entrepreneurship, experimentation, future, higher education, ideas, innovation, intelligent systems, intelligent tutoring, IT in HE, K-12 related, learner profiles, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, lifelong learning, personalized/customized learning, platforms, privacy, society, student-related, training / L&D, United States, universities, vendors, vision/possibilities, workplace, by Daniel Christian

Technology We Need: Documenting the complete Learner Record — from gettingsmart.com by Nate McClennen and Rebecca Midles

Key Points

Most innovative schools and a number of states have built Graduate Profiles/Learner Profiles and a handful have created K12 competency progressions that articulate pathways towards meeting the profile.
These learning organizations are using a learning management system (LMS) that does not accommodate comprehensive Learner Records, does not capture or report transparent growth to learners or their families and does not capture out-of-course learning experiences.
We issue a challenge to those building and creating solutions.

From DSC:
The above posting reminds me of the following graphic:

From Web3 to Ed3 – Reimagining Education in a Decentralized World — from mirror.xyz by Scott David Meyer; with thanks to Bryan Alexander for posting this resource out on LinkedIn

Excerpt:

Ed3 as a Source of Human Flourishing
Education is a right, and a cornerstone for human flourishing. The more we are able to teach our students, the better prepared they will be to enter the Knowledge Economy and leave their mark on the world.

We are at the beginning of the web3 wave. Entire industries are being re-imagined with a focus on participation and ownership. Education can, and should, follow suit.

By welcoming this new era of ed3, more students will be able to access, afford, and accredit a dynamic education that helps them flourish and leave their mark on the world.

Exemplar of successful implementation of tech in schools — from donaldclarkplanb.blogspot.com by Donald Clark

Excerpts:

It was impressive to find a school network that took technology as seriously as Curro, in South Africa. They had invited me to give a keynote on AI for Learning, based on my book and experience but I hung around as the teacher sessions were so damn good. This is what I learnt, as I think it is a recipe for success.
…
This was the big surprise. There were glowing testimonials from teachers about the power of adaptive learning, using AI, to personalise learning for students. It was described as a ‘gamechanger’ by the teacher who presented, with clear targeting, so that efficient and relevant, individual interventions could be made for students. It was clear that they knew why they wanted this technology, had implemented it well and were using teacher feedback to spread the word internally.

I was giving a talk as part of that process. The day’s activities were under the banner of ‘Imagining 2022’. It’s hard enough to Imagine what any year will bring these days but it was clear that this was a learning organisation, willing to learn from their mistakes and make the effort to plan forward.

Also see:

Curro

Reflections on “AI-powered chatbots, designed ethically, can support high-quality university teaching”

On 01/14/2022, in 21st century, 24x7x365 access, A/V -- audio/visual, adjunct faculty, Artificial Intelligence/Agents/LLMs/and Related, bots, Canada, collaboration, colleges, community colleges, content development, aggregation, repositories, digital learning, education technology, emerging technologies, ethics, Europe, faculty/staff, India, innovation, intelligent systems, intelligent tutoring, learning agents, learning ecosystem, Natural Language Processing (NLP), teaching & learning, teaching online, United States, user experience (UX), user interface design, using teams, vendors, vision/possibilities, voice recognition / voice enabled interfaces, by Daniel Christian

DC: The staff from Teaching & Learning Centers as well as the IT/AV staff would likely collaborate on creating/maintaining this type of database.#teachingandlearning #AV #IT #AI #NLP #highereducation https://t.co/Vs3RQJwrrH

— Daniel Christian (he/him/his) (@dchristian5) January 13, 2022

DC: Yup. “A portable, secure and verified digital wallet for learning, work and life.”

On 01/10/2022, in Alternatives, Blockchain, career development, cloud-based computing / apps / other cloud-related, CMS/LMS, colleges, communities of practice, community colleges, copyright/ownership/NFTs, corporate / business world, corporate universities / corporate training, credentialing, Daniel S. Christian, digital learning, disruption, education technology, emerging technologies, experimentation, future, future of higher education, game-changing environment, global / globalization, Google, higher education, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, internet, IT in HE, learner profiles, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning preferences, lifelong learning, microlearning, mobile learning, MOOCs -- Massive Open Online Courses, online learning, personalized/customized learning, platforms, professional development, reinvent, staying relevant, student-related, surviving, technologies for your home, tools, training / L&D, ubiquitous learning, United States, universities, vendors, vision/possibilities, vocational / trades, workplace, by Daniel Christian

DC: Yup.

“Navigate the lifelong learner journey with Pocket.
A portable, secure and verified digital wallet for learning, work and life.”https://t.co/ncqa6e6aF4 #digitalcredentials #lifelonglearning #credentials #skills #learningfromthelivingclassroom

— Daniel Christian (he/him/his) (@dchristian5) January 10, 2022

Resource via @ernperez
at this article/page.

From DSC:

Cloud-based learner profiles are a likely element of our future learning ecosystems

14 Predictions for Higher Education in 2022 [Schaffhauser]

On 01/10/2022, in 21st century, 24x7x365 access, adult learning, Alternatives, Artificial Intelligence/Agents/LLMs/and Related, Augmented Reality (AR), blended learning, Blockchain, business side of he, change, changing business models, cloud-based computing / apps / other cloud-related, colleges, community colleges, content development, aggregation, repositories, copyright/ownership/NFTs, corporate / business world, corporate universities / corporate training, cost of getting a degree, dangers of the status quo, Daniel S. Christian, digital learning, digital storytelling, digital video, disruption, distance education, education, education reform, education technology, elearning, emerging technologies, engagement / engaging students, experimentation, faculty/staff, future of higher education, game-changing environment, higher education, ideas, immersion, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, law schools, leadership, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning preferences, learning spaces, more voice more choice more control, new business models, online learning, pace of change, personalized/customized learning, platforms, reinvent, social learning / networks, society, staying relevant, streams of content, surviving, teaching & learning, teaching online, tools, training / L&D, trends, United States, universities, vendors, Virtual Reality (VR) / worlds / learning, vision/possibilities, workplace, XR - extended reality, by Daniel Christian

14 Predictions for Higher Education in 2022 — from campustechnology.com by Dian Schaffhauser

Excerpt:

Ask people working in higher education what they expect will happen in the new year, and the outlook is filled with visions that build on what we’ve been experiencing on college and university campuses for the last two years: a major focus on learning formats; continued exploitation of new technology; and the use of new digital models that move users “beyond Zoom.” Here we present the collective predictions of 14 IT leaders, instructional folks and a student about what they anticipate seeing in 2022. As one put it, “Let’s go, 2022! We have work to do!”

From DSC:
I’d like to thank Dian Schaffhauser, Rhea Kelly, and Mary Grush for letting me contribute some thoughts to the various conversations that Campus Technology Magazine hosts and/or initiates. I inserted some reflections into the above article and I hope that you’ll take a moment to read my and others’ thoughts out there.

Benefits of AI for educators and learners [Lynch]

On 01/07/2022, in Artificial Intelligence/Agents/LLMs/and Related, digital learning, education, educational games / serious games, game-changing environment, instructional design, learning, learning agents, learning ecosystem, Learning Experience Design, by Daniel Christian

Benefits of AI for educators and learners — from thetechedvocate.org by Matthew Lynch

Excerpt:

Artificial intelligence tech brings a lot of benefits to different fields, including education. Many researchers claim that artificial intelligence can lead to positive student outcomes in education.

Current innovations allow developers to train a computer to do complicated tasks. This can help to improve the teaching and learning processes; however, it’s not intended to replace the teacher or professor. Artificial intelligence provides some surprising benefits for learners and educators.

In this brief blog, we’ll discuss the benefits of artificial intelligence for educators and learners.

Teaching in the ‘Metaverse’? Roblox Looks to Make It a Reality [Herold]

On 12/06/2021, in 21st century, 24x7x365 access, 3D, 5G, A/V -- audio/visual, business, career development, changing business models, computer science, content development, aggregation, repositories, digital learning, education technology, educational games / serious games, emerging technologies, engagement / engaging students, ideas, innovation, instructional design, internet, IT in HE, K-12 related, 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, platforms, programming, society, STEAM-related, teaching & learning, teaching online, technology (general), tools, training / L&D, Virtual Reality (VR) / worlds / learning, vision/possibilities, web-based collaboration, XR - extended reality, by Daniel Christian

Teaching in the ‘Metaverse’? Roblox Looks to Make It a Reality — from edweek.org by Benjamin Herold
With millions in new grants to STEM organizations like Project Lead the Way, the gaming platform is moving into K-12 education.

Excerpts:

Hoping to expand its presence in K-12 schools, gaming company Roblox announced this month a new $10 million fund to support the creation of online learning experiences that take advantage of its platform’s unique way of letting users play, explore, and socialize in an endlessly evolving virtual world.
…
Roblox aims to play a major role in the emerging metaverse. Expanding into classroom education is a key vehicle for making that happen, Kantar told investors at a November conference. The company’s stated goal is to reach 100 million students worldwide by the end of the decade.

Making such inroads with K-12 schools, however, is no sure bet.

Also see:

Adaptive and Personalized Learning Experiences — from learningguild.com by Chad Udell and Jennifer Murphy

Excerpts:

Adaptive and Personalized Learning Experiences

jobtensor.com/uk <-- an AI job board

On 10/18/2021, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, career development, Daniel S. Christian, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, platforms, productivity / tips and tricks, professional development, UK, workplace, by Daniel Christian

jobtensor.com/uk <– an AI job board from the UK — with thanks to Dr. Jakob Sidoruk for this resource.

From DSC:
Jakob mentioned that Jobtensor has built a tool for jobs in tech, science and engineering and that the goal of this tool is to make job searches more fun and efficient for job seekers. I’m glad to see this from the other side of the table. That is, there have been plenty Applicant Tracking Systems (ATSs) out there that have essentially weeded people out time and again — while making many job searches long, expensive, and emotionally draining.

From DSC:
It is exactly this kind of tool that could — and should — be integrated into a next-generation learning platform. Have an AI-enabled system of identifying the most current needs out in the workplace. Provide a mechanism/listing of those needs along with the existing courses, streams of content, podcasts, and more that could help someone learn those skills.

Learning from the living class room

streams of content are ever flowing by -- we need to tap into them and contribute to them

Higher Education Needs to Move Toward Mass-Personalization [Fourtané]

On 10/15/2021, in 21st century, 24x7x365 access, adult learning, Alternatives, analytics, Artificial Intelligence/Agents/LLMs/and Related, change, cloud-based computing / apps / other cloud-related, CMS/LMS, colleges, community colleges, curriculum, data related items, emerging technologies, future, future of higher education, game-changing environment, higher education, innovation, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning preferences, lifelong learning, love of learning, more voice more choice more control, online learning, personalized/customized learning, United States, universities, vendors, vision/possibilities, by Daniel Christian

Higher Education Needs to Move Toward Mass-Personalization — from fierceeducation.com by Susan Fourtané

Excerpt:

Every industry, from health sciences to marketing to manufacturing, is using Artificial Intelligence (AI) to facilitate the delivery of mass-personalization, yet education has been slow in its adoption. These smart systems create personalized solutions targeted to meet the unique needs of every individual.

Artificial Intelligence-based technologies have the potential of serving as tools for educators to provide personalized learning. However, for mass-personalization to work, institutions first need to align their leadership. In his feature session What Is It Going to Take to Move from Mass-Production to Mass-Personalization?, during the recent Online Learning Consortium virtual event, Dale Johnson, Director of Digital Innovation at Arizona State University, addressed the issue of mass personalization in higher education.

Johnson reinforced the idea that with mass-personalization professors can deliver the right lesson to the right student at the right time.
…
Mass-personalization software does not replace the professor. It makes the professor better, more focused on the students.

OPINION: Meet certificates and “microcredentials” — they could be the future of higher education — from hechingerreport.org by Arthur Levine and Scott Van Pelt
In years to come, they will become prevalent — and possibly preferred — to college degrees

Excerpt:

What is new is that we are calling them badges and microcredentials and using them primarily to certify specific skills, such as cross-cultural competency, welding and conversational Spanish.

So what are they? Microcredentials are certifications of mastery; badges verify the attainment of specific competencies.

No matter what we are calling them, they may be here to stay.

We now live in a time that is more open to rethinking college and university credentials. We are witnessing experimentation with competency-based education, through which students earn credits by demonstrating skills instead of spending time in courses. We are also seeing discussion of free or reduced tuition, along with subscription pricing that lets students take as many courses as they like for one low cost.

Also see:

Can an AI tutor teach your child to read? — from hechingerreport.org by Jackie Mader
Some AI reading programs are boosting early literacy skills

Excerpt:

Artificial intelligence has been used for years in education to monitor teaching quality, teach classes, grade assignments and tailor instruction to student ability levels. Now, a small but growing number of programs are attempting to use AI to target reading achievement in the early years — a longstanding struggle for America’s schools.

Learning Ecosystems

Adaptive and Personalized Learning Experiences [Udell & Murphy ]

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