e-readers

“AI in K12: Today’s Breakthroughs and Tomorrow’s Possibilities” + other items re: AI in our learning ecosystems

On 02/20/2025, in 21st century, 24x7x365 access, adjunct faculty, adult learning, Artificial Intelligence/Agents/LLMs/and Related, colleges, communications, community colleges, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, Daniel S. Christian, digital audio, e-readers, education technology, emerging technologies, engagement / engaging students, experimentation, faculty/staff, future of higher education, game-changing environment, higher education, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, languages and translation, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, legislatures / government / legal, liberal arts, mathematics, multimedia, pedagogy, personalized/customized learning, platforms, research, STEAM-related, student-related, teachers, tools, training / L&D, trends, United States, universities, vendors, vision/possibilities, by Daniel Christian

AI in K12: Today’s Breakthroughs and Tomorrow’s Possibilities (webinar)
How AI is Transforming Classrooms Today and What’s Next

Audio-Based Learning 4.0 — from drphilippahardman.substack.com by Dr. Philippa Hardman
A new & powerful way to leverage AI for learning?

At the end of all of this my reflection is that the research paints a pretty exciting picture – audio-based learning isn’t just effective, it’s got some unique superpowers when it comes to boosting comprehension, ramping up engagement, and delivering feedback that really connects with learners.

While audio has been massively under-used as a mode of learning, especially compared to video and text, we’re at an interesting turning point where AI tools are making it easier than ever to tap into audio’s potential as a pedagogical tool.

What’s super interesting is how the solid research backing audio’s effectiveness is and how well this is converging with these new AI capabilities.

From DSC:
I’ve noticed that I don’t learn as well via audio-only based events. It can help if visuals are also provided, but I have to watch the cognitive loads. My processing can start to get overloaded — to the point that I have to close my eyes and just listen sometimes. But there are people I know who love to listen to audiobooks and prefer to learn that way. They can devour content and process/remember it all. Audio is a nice change of pace at times, but I prefer visuals and reading often times. It needs to be absolutely quiet if I’m tackling some new information/learning.

In Conversation With… Ashton Cousineau — from drphilippahardman.substack.com by Dr. Philippa Hardman
A new video series exploring how L&D professionals are working with AI on the ground

In Conversation With… Ashton Cousineau by Dr Philippa Hardman

A new video series exploring how L&D professionals are working with AI on the ground

Read on Substack

The Learning Research Digest vol. 28 — from learningsciencedigest.substack.com by Dr. Philippa Hardman

Hot Off the Research Press This Month:

AI-Infused Learning Design – A structured approach to AI-enhanced assignments using a three-step model for AI integration.
Mathematical Dance and Creativity in STEAM – Using AI-powered motion capture to translate dance movements into mathematical models.
AI-Generated Instructional Videos – How adaptive AI-powered video learning enhances problem-solving and knowledge retention.
Immersive Language Learning with XR & AI – A new framework for integrating AI-driven conversational agents with Extended Reality (XR) for task-based language learning.
Decision-Making in Learning Design – A scoping review on how instructional designers navigate complex instructional choices and make data-driven decisions.
Interactive E-Books and Engagement – Examining the impact of interactive digital books on student motivation, comprehension, and cognitive engagement.
Elevating Practitioner Voices in Instructional Design – A new initiative to amplify instructional designers’ contributions to research and innovation.

Deep Reasoning, Agentic AI & the Continued Rise of Specialised AI Research & Tools for Education — from learningfuturesdigest.substack.com by Dr. Philippa Hardman

Here’s a quick teaser of key developments in the world of AI & learning this month:

DeepSeek R-1, OpenAI’s Deep Seek & Perplexity’s ‘Deep Research’ are the latest additions to a growing number of “reasoning models” with interesting implications for evidence-based learning design & development.
The U.S. Education Dept release an AI Toolkit and a fresh policy roadmap enabling the adoption of AI use in schools.
Anthropic Release “Agentic Claude”, another AI agent that clicks, scrolls, and can even successfully complete e-learning courses…
Oxford University Announce the AIEOU Hub, a research-backed research lab to support research and implementation on AI in education.
“AI Agents Everywhere”: A Forbes peek at how agentic AI will handle the “boring bits” of classroom life.
[Bias klaxon!] Epiphany AI: My own research leads to the creation of a specialised, “pedagogy first” AI co-pilot for instructional design marking the continued growth of specialised AI tools designed for specific industries and workflows.

AI is the Perfect Teaching Assistant for Any Educator — from unite.ai by Navi Azaria, CPO at Kaltura

Through my work with leading educational institutions at Kaltura, I’ve seen firsthand how AI agents are rapidly becoming indispensable. These agents alleviate the mounting burdens on educators and provide new generations of tech-savvy students with accessible, personalized learning, giving teachers the support they need to give their students the personalized attention and engagement they deserve.

Learning HQ — from ai-disruptor-hq.notion.site

This HQ includes all of my AI guides, organized by tool/platform. This list is updated each time a new one is released, and outdated guides are removed/replaced over time.

How AI Is Reshaping Teachers’ Jobs — from edweek.org

Artificial intelligence is poised to fundamentally change the job of teaching. AI-powered tools can shave hours off the amount of time teachers spend grading, lesson-planning, and creating materials. AI can also enrich the lessons they deliver in the classroom and help them meet the varied needs of all students. And it can even help bolster teachers’ own professional growth and development.

Despite all the promise of AI, though, experts still urge caution as the technology continues to evolve. Ethical questions and practical concerns are bubbling to the surface, and not all teachers feel prepared to effectively and safely use AI.

In this special report, see how early-adopter teachers are using AI tools to transform their daily work, tackle some of the roadblocks to expanded use of the technology, and understand what’s on the horizon for the teaching profession in the age of artificial intelligence.

hoopla digital — a sharp digital streaming service

On 12/22/2021, in 21st century, 24x7x365 access, A/V -- audio/visual, adult learning, Apple, cloud-based computing / apps / other cloud-related, communities of practice, digital audio, digital learning, digital storytelling, digital video, e-publishing related items (EPUB and more), e-readers, education, education technology, engagement / engaging students, Google, homeschooling/homeschoolers, ideas, innovation, K-12 related, learning, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, library / librarians, media/film, mobile learning, multimedia, music, online media, passions, play, reading, story, storytelling, student-related, television, tools, United States, vendors, by Daniel Christian

hoopla digital is a digital streaming service for library users to access eBooks, eAudiobooks, music, movies, and TV shows using portable devices like smartphones and tablets.

From DSC:
I downloaded this app yesterday and borrowed a classical Christmas album on the spot. Our local library gives us 10 items per month:

Books are available for 21 days
Videos are available for 72 hours
Music titles are available for 7 days

NOTE: hoopla is available on desktops, phones, tablets, Alexa devices, Rokus, Apple TVs, Fire TVs, and Android TVs.

Supporting Student Accessibility: Digital Equity | Special Needs & More [Tech & Learning]

On 11/09/2021, in accessibility / UDL, Artificial Intelligence/Agents/LLMs/and Related, Bias | Diversity Equity & Inclusion (DE&I), bots, digital learning, digital textbooks, distance education, e-books, e-publishing related items (EPUB and more), e-readers, education, education technology, ethics, experimentation, face-to-face, funding / grants, ideas, innovation, instructional design, K-12 related, languages and translation, learning, learning ecosystem, Learning from the Living [Class] Room, neurodivergent/special needs, remote teaching and learning, student-related, teachers, teaching & learning, teaching online, United States, vendors, by Daniel Christian

Supporting Student Accessibility: Digital Equity | Special Needs & More — from Tech & Learning | November 2021

Top 300 Tools for Learning 2021 [Hart]

On 09/03/2021, in 24x7x365 access, A/V -- audio/visual, active learning, adjunct faculty, Adobe, adult learning, analytics, animation, Apple, art, blogs / blogging / vlogging, business, career development, cloud-based computing / apps / other cloud-related, CMS/LMS, collaboration, colleges, communications, communities of practice, community colleges, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, creativity, design, digital audio, digital learning, digital photography, digital storytelling, digital video, e-books, e-publishing related items (EPUB and more), e-readers, education technology, educational games / serious games, elearning, engagement / engaging students, experimentation, face-to-face, faculty/staff, flipping -- inverted learning, Google, higher education, homeschooling/homeschoolers, innovation, instructional design, interactivity, IT in HE, K-12 related, learning, learning ecosystem, online learning, online media, open courseware and systems, platforms, podcasting, presentations, productivity / tips and tricks, professional development, programming, reading, remote teaching and learning, RSS, social learning / networks, social media, STEAM-related, storytelling, streams of content, student teaching/teacher education, student-related, teachers, teaching & learning, teaching online, technologies for your home, tools, training / L&D, trends, UK, United States, universities, vendors, videoconferencing, web-based collaboration, webinars, workplace, writing, youth, by Daniel Christian

Top 300 Tools for Learning 2021 — from toptools4learning.com by Jane Hart

Excerpt:

2021 was the YEAR OF DISRUPTION! There were a substantial number of new tools nominated this year so the main list has now been extended to 300 tools to accommodate them, and each of the 3 sub-lists has been increased to 150 tools. Although the top of this year’s list is relatively stable, there is quite bit of movement of tools on the rest of the list, and the effect of the new tools has been to push other established tools down – if not off the list altogether. Further analysis of the list appears in the right-hand column of the table below.

This table shows the overall rankings as well as the rankings on the 3 sub-lists: Top 150 Tools for Personal Learning (PL150), the Top 150 Tools for Workplace Learning (WL150) and the Top 150 Tools for Education (ED150). NEW tools are shaded YELLOW, tools coming BACK on the list are shaded GREEN. The most popular context in which each tool is used is also highlighted in BLUE. Click on a tool name to find out more about it.

DC: You want to talk about learning ecosystems?!!? Check out the scopes included in this landscape from HolonIQ!

On 09/17/2020, in 21st century, 24x7x365 access, A/V -- audio/visual, active learning, adjunct faculty, Alternatives, analytics, Artificial Intelligence/Agents/LLMs/and Related, Asia, assessment, Australia, Blockchain, business, business side of he, Canada, Canvas - and other Instructure-related items, career development, changing business models, cloud-based computing / apps / other cloud-related, CMS/LMS, collaboration, colleges, communities of practice, community colleges, competency-based learning/education, consortiums, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, credentialing, curriculum, Daniel S. Christian, data related items, digital learning, digital storytelling, distance education, e-books, e-publishing related items (EPUB and more), e-readers, education, education technology, educational games / serious games, elearning, engagement / engaging students, Europe, faculty/staff, flipping -- inverted learning, formal learning, future, future of higher education, game-changing environment, generational differences, global / globalization, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), hybrid learning, immersion, India, informal learning, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, law schools, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, microlearning, MOOCs -- Massive Open Online Courses, multimedia, Natural Language Processing (NLP), online learning, online media, online tutoring, open courseware and systems, personalized/customized learning, platforms, play, productivity / tips and tricks, robotics, science, simulations, society, teachers, teaching & learning, teaching online, technologies for your home, technology (general), tools, training / L&D, UK, United States, universities, user experience (UX), vendors, voice recognition / voice enabled interfaces, web-based collaboration, workplace, XR - extended reality, by Daniel Christian

Also see:

From DSC:
If this isn’t mind-blowing, I don’t know what is! Some serious morphing lies ahead of us!

Just released today! Jane Hart’s Top 200 Tools for Learning

On 09/01/2020, in 21st century, active learning, adjunct faculty, Adobe, adult learning, Apple, Asia, assessment, blended learning, blogs / blogging / vlogging, CMS/LMS, collaboration, colleges, communications, communities of practice, community colleges, competency-based learning/education, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, creativity, design, digital audio, digital learning, digital photography, digital storytelling, digital textbooks, digital video, distance education, e-books, e-publishing related items (EPUB and more), e-readers, education, education technology, educational games / serious games, elearning, engagement / engaging students, Europe, Facebook / Meta Platforms, faculty/staff, flipping -- inverted learning, global / globalization, Google, higher education, instructional design, internet, IT in HE, K-12 related, law schools, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, media/film, microlearning, Microsoft, multimedia, Natural Language Processing (NLP), new media literacies, online learning, online media, participation, photography, platforms, play, productivity / tips and tricks, remote teaching and learning, simulations, social learning / networks, society, student teaching/teacher education, student-related, teachers, teaching & learning, teaching online, technologies for your home, technology (general), tools, training / L&D, UK, United States, universities, user experience (UX), vendors, videoconferencing, voice recognition / voice enabled interfaces, web-based collaboration, webinars, workplace, writing, by Daniel Christian

Top 200 Tools for Learning — from toptools4learning.com by Jane Hart

Excerpt:

The Top Tools for Learning 2020 was compiled by Jane Hart from the results of the 14th Annual Learning Tools Survey, and released on 1 September 2020. For general information about the survey and this website, visit the About page. For observations and infographics of this year’s list, see Analysis 2020.

Learning experience designs of the future!!! [Christian]

On 07/02/2020, in Apple, Artificial Intelligence/Agents/LLMs/and Related, Asia, Australia, Blockchain, Bring your own device (BYOD), business, business side of he, Canada, Canvas - and other Instructure-related items, change, changing business models, cloud-based computing / apps / other cloud-related, CMS/LMS, collaboration, colleges, communications, communities of practice, community colleges, content development, aggregation, repositories, convergence, corporate / business world, corporate universities / corporate training, cost of getting a degree, creativity, Daniel S. Christian, design, digital learning, digital storytelling, digital textbooks, digital video, distance education, e-books, e-publishing related items (EPUB and more), e-readers, education, education reform, education technology, elearning, emerging technologies, engagement / engaging students, Europe, experimentation, formal learning, future, future of higher education, game-changing environment, generational differences, global / globalization, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, immersion, India, informal learning, innovation, instructional design, intelligent systems, intelligent tutoring, interaction design, interactivity, interface design, internet, IT in HE, 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, lifelong learning, love of learning, microlearning, Mixed Reality (MR), mobile learning, mobile technologies, MOOCs -- Massive Open Online Courses, more voice more choice more control, motivation, multimedia, Natural Language Processing (NLP), new business models, online learning, online media, online tutoring, pace of change, participation, passions, personalized/customized learning, platforms, play, reinvent, remote teaching and learning, second screen apps, simulations, smart classrooms, social learning / networks, society, streams of content, student-related, teaching online, technologies for your home, technology (general), telecommunications, telelegal, telemedicine / telehealth / virtual health, telepresence, television, tools, training / L&D, transmedia, trends, TVs, UK, Uncategorized, United States, universities, usability, user experience (UX), user interface design, using teams, vendors, videoconferencing, virtual field trips, virtual K-12 schools, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, visualizing information, voice recognition / voice enabled interfaces, wearables, web-based collaboration, webinars, workplace, XR - extended reality, youth, by Daniel 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.

DC: How might these new techs from Cisco impact the online-based learning experience? [Christian]

On 06/30/2020, in collaboration, colleges, communications, communities of practice, community colleges, Daniel S. Christian, digital audio, digital learning, digital storytelling, digital textbooks, distance education, e-books, e-publishing related items (EPUB and more), e-readers, education, education technology, emerging technologies, future, future of higher education, game-changing environment, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, law schools, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning spaces, liberal arts, machine-to-machine communications, Natural Language Processing (NLP), online learning, online media, online tutoring, platforms, productivity / tips and tricks, professional development, real-world assignments, smart classrooms, society, streams of content, teaching & learning, teaching online, telelegal, telemedicine / telehealth / virtual health, telepresence, tools, TVs, user experience (UX), vendors, videoconferencing, virtual tutoring, voice recognition / voice enabled interfaces, web-based collaboration, webinars, by Daniel Christian

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.

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?

Also see:

Pearson moves away from print textbooks [Kelly]

On 07/17/2019, in 24x7x365 access, adjunct faculty, analytics, Artificial Intelligence/Agents/LLMs/and Related, bots, Bring your own device (BYOD), change, changing business models, cloud-based computing / apps / other cloud-related, CMS/LMS, colleges, community colleges, content development, aggregation, repositories, data related items, digital audio, digital learning, digital storytelling, digital textbooks, digital video, e-books, e-publishing related items (EPUB and more), e-readers, education, education technology, faculty/staff, higher education, human-computer interaction (HCI), instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, learning, Learning from the Living [Class] Room, microlearning, mobile learning, multimedia, new business models, online learning, online media, online tutoring, personalized/customized learning, platforms, publishing, student-related, teachers, teaching & learning, teaching online, textbooks, tools, United States, universities, vendors, by Daniel Christian

Pearson moves away from print textbooks — from campustechnology.com by Rhea Kelly

Excerpt:

All of Pearson’s 1,500 higher education textbooks in the U.S. will now be “digital first.” The company announced its big shift away from print today, calling the new approach a “product as a service model and a generational business shift to be much more like apps, professional software or the gaming industry.”

The digital format will allow Pearson to update textbooks on an ongoing basis, taking into account new developments in the field of study, new technologies, data analytics and efficacy research, the company said in a news announcement. The switch to digital will also lower the cost for students: The average e-book price will be $40, or $79 for a “full suite of digital learning tools.”

Introducing several new ideas to provide personalized, customized learning experiences for all kinds of learners! [Christian]

On 11/06/2018, in 21st century, 24x7x365 access, accessibility / UDL, adjunct faculty, analytics, Artificial Intelligence/Agents/LLMs/and Related, assistive technologies, attention, blended learning, bots, cloud-based computing / apps / other cloud-related, colleges, community colleges, content development, aggregation, repositories, Daniel S. Christian, digital learning, e-books, e-publishing related items (EPUB and more), e-readers, education, education technology, elearning, engagement / engaging students, face-to-face, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), hybrid learning, ideas, innovation, instructional design, intelligent systems, intelligent tutoring, interaction design, interactivity, interface design, internet, K-12 related, law schools, learner profiles, learning, learning ecosystem, Learning from the Living [Class] Room, learning preferences, library / librarians, memory, more voice more choice more control, neurodivergent/special needs, personalized/customized learning, platforms, productivity / tips and tricks, reading, society, student-related, teachers, teaching & learning, technology (general), tools, traditional / tradition, training / L&D, universities, user experience (UX), user interface design, using teams, vendors, vision/possibilities, visualizing information, writing, youth, by Daniel Christian

From DSC:
I have often reflected on differentiation or what some call personalized learning and/or customized learning. How does a busy teacher, instructor, professor, or trainer achieve this, realistically?

It’s very difficult and time-consuming to do for sure. But it also requires a team of specialists to achieve such a holy grail of learning — as one person can’t know it all. That is, one educator doesn’t have the necessary time, skills, or knowledge to address so many different learning needs and levels!

Think of different cognitive capabilities — from students that have special learning needs and challenges to gifted students
Or learners that have different physical capabilities or restrictions
Or learners that have different backgrounds and/or levels of prior knowledge
Etc., etc., etc.

Educators and trainers have so many things on their plates that it’s very difficult to come up with _X_ lesson plans/agendas/personalized approaches, etc. On the other side of the table, how do students from a vast array of backgrounds and cognitive skill levels get the main points of a chapter or piece of text? How can they self-select the level of difficulty and/or start at a “basics” level and work one’s way up to harder/more detailed levels if they can cognitively handle that level of detail/complexity? Conversely, how do I as a learner get the boiled down version of a piece of text?

Well… just as with the flipped classroom approach, I’d like to suggest that we flip things a bit and enlist teams of specialists at the publishers to fulfill this need. Move things to the content creation end — not so much at the delivery end of things. Publishers’ teams could play a significant, hugely helpful role in providing customized learning to learners.

Some of the ways that this could happen:

Use an HTML like language when writing a textbook, such as:

<MainPoint> The text for the main point here. </MainPoint>

<SubPoint1>The text for the subpoint 1 here.</SubPoint1>

<DetailsSubPoint1>More detailed information for subpoint 1 here.</DetailsSubPoint1>

<SubPoint2>The text for the subpoint 2 here.</SubPoint2>

<DetailsSubPoint2>More detailed information for subpoint 2 here.</DetailsSubPoint2>

<SubPoint3>The text for the subpoint 3 here.</SubPoint3>

<DetailsSubPoint3>More detailed information for subpoint 3 here.</DetailsSubPoint1>

<SummaryOfMainPoints>A list of the main points that a learner should walk away with.</SummaryOfMainPoints>

<BasicsOfMainPoints>Here is a listing of the main points, but put in alternative words and more basic ways of expressing those main points. </BasicsOfMainPoints>

<Conclusion> The text for the concluding comments here.</Conclusion>

<BasicsOfMainPoints> could be called <AlternativeExplanations>
Bottom line: This tag would be to put things forth using very straightforward terms.

Another tag would be to address how this topic/chapter is relevant:
<RealWorldApplication>This short paragraph should illustrate real world examples
of this particular topic. Why does this topic matter? How is it relevant?</RealWorldApplication>

On the students’ end, they could use an app that works with such tags to allow a learner to quickly see/review the different layers. That is:

Show me just the main points
Then add on the sub points
Then fill in the details
OR
Just give me the basics via an alternative ways of expressing these things. I won’t remember all the details. Put things using easy-to-understand wording/ideas.

It’s like the layers of a Microsoft HoloLens app of the human anatomy:

Or it’s like different layers of a chapter of a “textbook” — so a learner could quickly collapse/expand the text as needed:

This approach could be helpful at all kinds of learning levels. For example, it could be very helpful for law school students to obtain outlines for cases or for chapters of information. Similarly, it could be helpful for dental or medical school students to get the main points as well as detailed information.

Also, as Artificial Intelligence (AI) grows, the system could check a learner’s cloud-based learner profile to see their reading level or prior knowledge, any IEP’s on file, their learning preferences (audio, video, animations, etc.), etc. to further provide a personalized/customized learning experience.

To recap:

“Textbooks” continue to be created by teams of specialists, but add specialists with knowledge of students with special needs as well as for gifted students. For example, a team could have experts within the field of Special Education to help create one of the overlays/or filters/lenses — i.e., to reword things. If the text was talking about how to hit a backhand or a forehand, the alternative text layer could be summed up to say that tennis is a sport…and that a sport is something people play. On the other end of the spectrum, the text could dive deeply into the various grips a person could use to hit a forehand or backhand.
This puts the power of offering differentiation at the point of content creation/development (differentiation could also be provided for at the delivery end, but again, time and expertise are likely not going to be there)
Publishers create “overlays” or various layers that can be turned on or off by the learners
Can see whole chapters or can see main ideas, topic sentences, and/or details. Like HTML tags for web pages.
Can instantly collapse chapters to main ideas/outlines.

Reflections on “Inside Amazon’s artificial intelligence flywheel” [Levy]

On 10/19/2018, in 21st century, 24x7x365 access, A/V -- audio/visual, Amazon, analytics, Artificial Intelligence/Agents/LLMs/and Related, bots, career development, colleges, communities of practice, community colleges, competency-based learning/education, computer science, content development, aggregation, repositories, corporate / business world, cost of getting a degree, dangers of the status quo, Daniel S. Christian, data related items, digital learning, disruption, distance education, e-books, e-publishing related items (EPUB and more), e-readers, education, education reform, education technology, educational games / serious games, elearning, emerging technologies, engagement / engaging students, entrepreneurship, experimentation, future, future of higher education, game-changing environment, generational differences, global / globalization, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, interactivity, 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, library / librarians, lifelong learning, microlearning, mobile learning, MOOCs -- Massive Open Online Courses, more voice more choice more control, multimedia, Natural Language Processing (NLP), new business models, online learning, online media, online tutoring, personalized/customized learning, platforms, reinvent, second screen apps, social learning / networks, society, staying relevant, streams of content, student-related, surviving, teaching online, technologies for your home, tools, training / L&D, trends, United States, universities, usability, user experience (UX), vision/possibilities, voice recognition / voice enabled interfaces, workplace, by Daniel Christian

Inside Amazon’s artificial intelligence flywheel — from wired.com by Steven Levy
How deep learning came to power Alexa, Amazon Web Services, and nearly every other division of the company.

Excerpt (emphasis DSC):

Amazon loves to use the word flywheel to describe how various parts of its massive business work as a single perpetual motion machine. It now has a powerful AI flywheel, where machine-learning innovations in one part of the company fuel the efforts of other teams, who in turn can build products or offer services to affect other groups, or even the company at large. Offering its machine-learning platforms to outsiders as a paid service makes the effort itself profitable—and in certain cases scoops up yet more data to level up the technology even more.

It took a lot of six-pagers to transform Amazon from a deep-learning wannabe into a formidable power. The results of this transformation can be seen throughout the company—including in a recommendations system that now runs on a totally new machine-learning infrastructure. Amazon is smarter in suggesting what you should read next, what items you should add to your shopping list, and what movie you might want to watch tonight. And this year Thirumalai started a new job, heading Amazon search, where he intends to use deep learning in every aspect of the service.

“If you asked me seven or eight years ago how big a force Amazon was in AI, I would have said, ‘They aren’t,’” says Pedro Domingos, a top computer science professor at the University of Washington. “But they have really come on aggressively. Now they are becoming a force.”

Maybe the force.

From DSC:
When will we begin to see more mainstream recommendation engines for learning-based materials? With the demand for people to reinvent themselves, such a next generation learning platform can’t come soon enough!

Turning over control to learners to create/enhance their own web-based learner profiles; and allowing people to say who can access their learning profiles.
AI-based recommendation engines to help people identify curated, effective digital playlists for what they want to learn about.
Voice-driven interfaces.
Matching employees to employers.
Matching one’s learning preferences (not styles) with the content being presented as one piece of a personalized learning experience.
From cradle to grave. Lifelong learning.
Multimedia-based, interactive content.
Asynchronously and synchronously connecting with others learning about the same content.
Online-based tutoring/assistance; remote assistance.
Reinvent. Staying relevant. Surviving.
Competency-based learning.

We’re about to embark on a period in American history where career reinvention will be critical, perhaps more so than it’s ever been before. In the next decade, as many as 50 million American workers—a third of the total—will need to change careers, according to McKinsey Global Institute. Automation, in the form of AI (artificial intelligence) and RPA (robotic process automation), is the primary driver. McKinsey observes: “There are few precedents in which societies have successfully retrained such large numbers of people.”

Bill Triant and Ryan Craig

Also relevant/see:

Online education’s expansion continues in higher ed with a focus on tech skills — from educationdive.com by James Paterson

Dive Brief:

Online learning continues to expand in higher ed with the addition of several online master’s degrees and a new for-profit college that offers a hybrid of vocational training and liberal arts curriculum online.
Inside Higher Ed reported the nonprofit learning provider edX is offering nine master’s degrees through five U.S. universities — the Georgia Institute of Technology, the University of Texas at Austin, Indiana University, Arizona State University and the University of California, San Diego. The programs include cybersecurity, data science, analytics, computer science and marketing, and they cost from around $10,000 to $22,000. Most offer stackable certificates, helping students who change their educational trajectory.
Former Harvard University Dean of Social Science Stephen Kosslyn, meanwhile, will open Foundry College in January. The for-profit, two-year program targets adult learners who want to upskill, and it includes training in soft skills such as critical thinking and problem solving. Students will pay about $1,000 per course, though the college is waiving tuition for its first cohort.

NEW: The Top Tools for Learning 2018 [Jane Hart]

On 09/29/2018, in A/V -- audio/visual, active learning, adjunct faculty, Adobe, adult learning, animation, Apple, Asia, assistive technologies, Australia, blended learning, blogs / blogging / vlogging, Canada, career development, change, cloud-based computing / apps / other cloud-related, collaboration, colleges, communications, communities of practice, community colleges, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, design, digital audio, digital learning, digital photography, digital storytelling, digital video, distance education, e-books, e-publishing related items (EPUB and more), e-readers, education, education technology, educational games / serious games, elearning, Europe, Google, graphics, heutagogy, higher education, homeschooling/homeschoolers, India, instructional design, internet, IT in HE, K-12 related, learning, learning ecosystem, lifelong learning, media/film, microlearning, Microsoft, mobile learning, mobile technologies, MOOCs -- Massive Open Online Courses, more voice more choice more control, multimedia, online learning, platforms, podcasting, presentations, productivity / tips and tricks, professional development, smart classrooms, social learning / networks, social media, society, story, storytelling, streams of content, student teaching/teacher education, student-related, tablets, teachers, teaching & learning, teaching online, technologies for your home, technology (general), telecommunications, tools, training / L&D, trends, UK, United States, universities, vendors, videoconferencing, Virtual Reality (VR) / worlds / learning, web design and production, web-based collaboration, workplace, by Daniel Christian

The above was from Jane’s posting 10 Trends for Digital Learning in 2018 — from modernworkplacelearning.com by Jane Hart

Excerpt:

[On 9/24/18], I released the Top Tools for Learning 2018 , which I compiled from the results of the 12th Annual Digital Learning Tools Survey.

I have also categorised the tools into 30 different areas, and produced 3 sub-lists that provide some context to how the tools are being used:

Top 100 Tools for Personal & Professional Learning 2018 (PPL100): the digital tools used by individuals for their own self-improvement, learning and development – both inside and outside the workplace.
Top 100 Tools for Workplace Learning (WPL100): the digital tools used to design, deliver, enable and/or support learning in the workplace.
Top 100 Tools for Education (EDU100): the digital tools used by educators and students in schools, colleges, universities, adult education etc.

3 – Web courses are increasing in popularity.
Although Coursera is still the most popular web course platform, there are, in fact, now 12 web course platforms on the list. New additions this year include Udacity and Highbrow (the latter provides daily micro-lessons). It is clear that people like these platforms because they can chose what they want to study as well as how they want to study, ie. they can dip in and out if they want to and no-one is going to tell them off – which is unlike most corporate online courses which have a prescribed path through them and their use is heavily monitored.

5 – Learning at work is becoming personal and continuous.
The most significant feature of the list this year is the huge leap up the list that Degreed has made – up 86 places to 47th place – the biggest increase by any tool this year. Degreed is a lifelong learning platform and provides the opportunity for individuals to own their expertise and development through a continuous learning approach. And, interestingly, Degreed appears both on the PPL100 (at 30) and WPL100 (at 52). This suggests that some organisations are beginning to see the importance of personal, continuous learning at work. Indeed, another platform that underpins this, has also moved up the list significantly this year, too. Anders Pink is a smart curation platform available for both individuals and teams which delivers daily curated resources on specified topics. Non-traditional learning platforms are therefore coming to the forefront, as the next point further shows.

From DSC:
Perhaps some foreshadowing of the presence of a powerful, online-based, next generation learning platform…?

Smartwatches Deemed Least Valuable Technology in the Classroom — from campustechnology.com by Rhea Kelly
In our second annual Teaching with Technology Survey, faculty revealed what technologies they use in the classroom, the devices they most value, what they wish for and more.

Excerpts:

Smartwatches may be one of the hottest gadgets in the consumer market — making up nearly a third of all wearables sales this year — but the climate in the classroom is noticeably cooler for the wrist-worn devices. In our 2017 Teaching with Technology Survey, smartwatches came in dead last in the list of technologies faculty consider essential or valuable for teaching and learning. Just 9 percent of faculty called the devices “valuable” (an increase from 5 percent in 2016), and not a one deemed them “essential.” What’s more, 9 percent of respondents considered smartwatches “detrimental.”

When we asked faculty what computing devices were most valuable for teaching and learning, laptops came out on top, considered “essential” by 54 percent of respondents (up from 49 percent in 2016). Workstations (defined as higher-end computers with faster processors, more RAM, more storage and dedicated graphics cards) came in second, followed by all-in-one computers, traditional desktops and detachable tablets. (The lineup was similar last year.)

NMC Horizon Report > 2017 Library Edition — from nmc.org

Excerpt:

What is on the five-year horizon for academic and research libraries? Which trends and technology developments will drive transformation? What are the critical challenges and how can we strategize solutions? These questions regarding technology adoption and educational change steered the discussions of 77 experts to produce the NMC Horizon Report: 2017 Library Edition, in partnership with the University of Applied Sciences (HTW) Chur, Technische Informationsbibliothek (TIB), ETH Library, and the Association of College & Research Libraries (ACRL). Six key trends, six significant challenges, and six developments in technology profiled in this report are poised to impact library strategies, operations, and services with regards to learning, creative inquiry, research, and information management. The three sections of this report constitute a reference and technology planning guide for librarians, library leaders, library staff, policymakers, and technologists.

If you’re interested in the history of computing, AI, robotics, networking, and more, then you need to know about this site

On 10/15/2016, in 21st century, A/V -- audio/visual, Adobe, Amazon, analytics, Apple, Artificial Intelligence/Agents/LLMs/and Related, cloud-based computing / apps / other cloud-related, communications, computer science, convergence, digital audio, digital learning, digital storytelling, digital video, e-books, e-publishing related items (EPUB and more), e-readers, education technology, Google, graphics, history, human-computer interaction (HCI), ideas, innovation, internet, IT in HE, mathematics, media/film, Microsoft, mobile technologies, multimedia, Near Field Communication (NFC), open courseware and systems, platforms, programming, robotics, science, simulations, tablets, technologies for your home, technology (general), telecommunications, tools, universities, vendors, Virtual Reality (VR) / worlds / learning, wearables, web-based collaboration, workplace, by Daniel Christian

Check out:
computerhistory.org/timeline/

For the history of AI and robotics, see:
computerhistory.org/timeline/ai-robotics/

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