Could AI-based techs be used to develop a “table of contents” for the key points within lectures, lessons, training sessions, sermons, & podcasts? [Christian]

From DSC:
As we move into 2021, the blistering pace of emerging technologies will likely continue. Technologies such as:

  • Artificial Intelligence (AI) — including technologies related to voice recognition
  • Blockchain
  • Augment Reality (AR)/Mixed Reality (MR)/Virtual Reality (VR) and/or other forms of Extended Reality (XR)
  • Robotics
  • Machine-to-Machine Communications (M2M) / The Internet of Things (IoT)
  • Drones
  • …and other things will likely make their way into how we do many things (for better or for worse).

Along the positive lines of this topic, I’ve been reflecting upon how we might be able to use AI in our learning experiences.

For example, when teaching in face-to-face-based classrooms — and when a lecture recording app like Panopto is being used — could teachers/professors/trainers audibly “insert” main points along the way? Similar to something like we do with Siri, Alexa, and other personal assistants (“Heh Siri, _____ or “Alexa, _____).

Like an audible version of HTML -- using the spoken word to insert the main points of a presentation or lecture

(Image purchased from iStockphoto)

.

Pretend a lecture, lesson, or a training session is moving right along. Then the professor, teacher, or trainer says:

  • “Heh Smart Classroom, Begin Main Point.”
  • Then speaks one of the main points.
  • Then says, “Heh Smart Classroom, End Main Point.”

Like a verbal version of an HTML tag.

After the recording is done, the AI could locate and call out those “main points” — and create a table of contents for that lecture, lesson, training session, or presentation.

(Alternatively, one could insert a chime/bell/some other sound that the AI scans through later to build the table of contents.)

In the digital realm — say when recording something via Zoom, Cisco Webex, Teams, or another application — the same thing could apply. 

Wouldn’t this be great for quickly scanning podcasts for the main points? Or for quickly scanning presentations and webinars for the main points?

Anyway, interesting times lie ahead!

 

 

The Dice Q3 Tech Job Report | Tech Hiring and COVID-19: What You Need to Know

The Dice Q3 Tech Job Report Tech Hiring and COVID-19: What You Need to Know

The Dice Q3 Tech Job Report: Tech Hiring and COVID-19: What You Need to Know — from techhub.dice.com
The report, issued quarterly by Dice, provides exclusive statistics and analysis on the tech hiring landscape, including top cities and states, top employers and the most sought-after skills and occupations.

From DSC:
One can quickly see how valuable this information would be as a data feed into an AI-based, next-generation learning platform.

The platform would connect the marketable skills with the courses, websites, blogs, RSS feeds/streams of content, etc. that would help a learner quickly and affordably build such in-demand skills. Given the shortening half-lives of many kinds of information, such a service is needed desperately…especially now with the impact of the Coronavirus.

Also relevant: See how ISTE built its upcoming virtual event!

 

The State of AI in Higher Education — from campustechnology.com by Dian Schaffhauser
Both industry and higher ed experts see opportunities and risk, hype and reality with AI for teaching and learning.

Excerpts:

Kurt VanLehn, the chair for effective education in STEM in the School of Computing, Informatics and Decision Systems Engineering at Arizona State University, knows how challenging it can be people to come up with examples of effective AI in education. Why? “Because learning is complicated.”

Nuno Fernandes, president and CEO of Ilumno, an ed tech company in Latin America, isn’t ready to count adaptive learning out yet, if only because adaptivity has worked in other industries, such as social platforms like Netflix and Amazon, to identify what could work best for the user, based on previous activities and preferred formats of curriculum.

As Ilumno’s Fernandes asserted, AI won’t “substitute for faculty in any of our lifetimes. What it will do is give us tools to work better and to complement what is being done by humans.”

From DSC:
The article is a very balanced one. On one hand, it urges caution and points out that learning is messy and complex. On the other hand, it points out some beneficial applications of AI that already exist in language learning and in matching alumni with students for mentorship-related reasons.

From my perspective, I think AI-based systems will be used to help us scan job descriptions to see what the marketplace needs and is calling for. Such a system would be a major step forward in at least pointing out the existing hiring trends, needed skillsets, job openings, and more — and to do so in REAL-TIME!

Colleges, universities, and alternatives to traditional higher education could use this information to be far more responsive to the needs of the workplace. Then, such systems could match what the workplace needs with courses, microlearning-based feeds, apprenticeships, and other sources of learning that would help people learn those in-demand skills.

That in and of itself is HUGE. Again, HUGE. Given the need for people to reinvent themselves — and to do so quickly and affordably — that is incredibly beneficial.

Also, I do think there will be cloud-based learner profiles…data that each of us control and say who has access to it. Credentials will be stored there, for example. AI-based systems can scan such profiles and our desired career goals and suggest possible matches.

We can change our career goals. We don’t have to be locked into a particular track or tracks. We can reinvent ourselves. In fact, many of us will have to.

 
 

From DSC: What if each learner/ person/ student could have a lifelong, cloud-based “tribute” site? [Christian]


From DSC: What if each learner/person/student could have a lifelong, cloud-based “tribute” site?

What if you could hire a career coach to sift through the tributes to find common themes?


From DSC:
I recently asked friends and family to help me celebrate a significant birthday for my wife by creating a tribute for her — using a service called Tribute.co. It was a fun, meaningful, relational experience — it opened the doors to some great communications.

Check out tribute.co -- what if each learner could have a lifelong, cloud-based tribute?

Here’s a video that describes what a Tribute is (from the company of that same name).

So I put out potential suggestions for what I hoped that we could relay to my wife, and people contributed their videos. Then a person at Tribute edited the videos to come up with a highlight reel. They also presented to my wife all of the videos, not just the highlight reel.

That got me to wonder, “What if each learner had a cloud-based, lifelong tribute site that parents, guardians, grandparents, teachers, coaches, musical directors, pastors, friends, and others could leave encouraging and instructive messages on? Or when they note something that might be of use later on in terms of career selection, they could “jot it down.” For example:

  • [First-grade teacher] “I noticed Anne that when we did the art projects, you were enthralled with any sort of creative endeavor or project. We almost lost you in another world!”
  • [Family member] “Tony, I’ve noticed ____. Here’s something to consider for your future pathways. Would you be interested in exploring _____ — such as if we signed you up for some lessons in that area?”
  • [Eight grade teacher] “Eloise, I saw that your engagement level skyrocket when we studied ____, especially when you did the project on ___.”
  • [Basketball coach] “Chan, I appreciated your hard work in practice today. Keep up the good work and you will be a super player! You are fast, strong, and seem to have a competitive spirit about you. Consider making a workout chart and charting out the workouts that you do each day. Monitor your progress over time. As of today, here are some apps to do just that: ___.
  • [Pastor] “So glad Amanda that you were able to join us on our youth group visit to ___. I appreciated your end-of-the-day reflections on the experiences of the day. I also appreciated your hard work helping others.”
  • [Friend] “It was great horsing around on Garageband with you today Zach. I look forward to diving into iMovie next with you. Let’s create a movie for each other. You seem to have a very creative side to you.”
  • [High school CS Teacher] “Keep up the good work programming Jeremy! I hope that you will consider going into some type of job that uses critical thinking, mathematics, problem-solving — perhaps it will be programming, perhaps it will be engineering, or something else.”
  • [College professor/advisor] “You mentioned that you hate college to me the last two times we met. You don’t seem happy studying ___. Have you considered ____?”
  • [Tennis coach] Remember to bend those knees…get low. Keep your eyes on the seams of the ball.”

The idea behind such a service would be to offer encouragement, feedback, (if carefully put) constructive criticism, a message that “I’m on your team”…and/or…”Here’s what I see in you.”


Additional functionality/options


  • Contributors:
    • Like Twitter imposes a limit on characters, there could be options to impose a time limit on the length of a video, ability to add more than one video, and/or set a limit on how many videos someone can upload
    • If submitting a written piece, the option would be there to limit the number of characters and/or the word count.
  • From learners themselves (to their own tribute)
    • No time limit, no word count or character limit
    • Would act like a multimedia-based diary/journal of learning
    • Option to select whether might be worth re-listening to for career selection purposes.
 

Reflections on some nice ideas from Dr. Barbi Honeycutt [Lecture Breakers Weekly!]

Per this week’s Lecture Breakers Weekly! from Dr. Barbi Honeycutt:

Break up your online lectures with the Watch Party! Here’s how you can do it: 

  • Pre-record your mini-lecture or find a video you want to use for your lesson. 
  • Instead of asking students to watch the video on their own, play it during your synchronous/live class time.
  • Explain to your students that they are watching the video all at the same time and that you will be facilitating the chat and answering their questions as they watch the video together. It’s a watch party!
  • Option: Take the conversation out of Zoom or your LMS. Create a hashtag for your course on Twitter and invite other experts, colleagues, or friends to join the conversation.

Instead of presenting during the synchronous class time, you can now focus completely on managing the chat, prompting discussion, and responding to students’ questions and ideas in real-time. And be sure to record and save the chat for students who couldn’t attend the live session or want to review it later.

From DSC:
This is one of the kind of things that I envisioned with Learning from the living class[room] — a next-generation, global learning platform.

Learners could be watching a presentation/presenter, but communicating in real-time with other learners. Perhaps it will be a tvOS-based app or something similar. But TV as we know it is changing, right? It continues to become more interactive and on-demand all the time. Add videoconferencing apps like Zoom, Cisco Webex Meetings, Blackboard Collaborate, Microsoft Teams, Adobe Connect and others, and you have real-time, continuous, lifelong, relevant/timely, affordable, accessible, up-to-date learning.

Also, you have TEAM-BASED learning. 

Add videoconferencing apps like Zoom, Cisco Webex Meetings, Blackboard Collaborate, Microsoft Teams, Adobe Connect and others, and you have real-time, continuous, lifelong, up-to-date learning.

 

 

From A New Way Forward:

Grab the remote! A series from Big Picture Learning!

Grab the remote! A series from Big Picture Learning!

Also see the following “Must Reads” from A New Way Forward:


From DSC:
Along these lines…in regards to digital equity, I’m reminded of this recent graphic:

Let's use television for folks who don't have access to the Internet -- Daniel Christian

 

From edsurge.com today:

THOROUGHLY MODERN MEDIA: This spring, a college theater course about women’s voting rights aimed to produce a new play about the suffrage struggle. When the pandemic scuttled those plans, professors devised a new way to share suffragist stories by creating an interactive, online performance set in a virtual Victorian mansion. And their students were not the only ones exploring women’s voting rights as the country marks the 100th anniversary of the Nineteenth Amendment.

…which linked to:

The Pandemic Made Their Women’s Suffrage Play Impossible. But the Show Went on— Virtually — from edsurge.com by Rebecca Koenig

Excerpts:

Then the pandemic hit. Students left Radford and Virginia Tech. Live theater was canceled.

But the class wasn’t.

“Neither of us ever said, ‘Forget it,’” Hood says. “Our students, they all wanted to know, ‘What are we doing?’ We came to them with this insane idea.”

They would create an interactive, online production staged in a virtual Victorian mansion.

“Stage performance is different than film or audio. If you just have audio, you only have your voice. Clarity, landing sentences, really paying attention to the structure of a sentence, becomes important,” Nelson says. “Students got a broader sense of the skills and approaches to different mediums—a crash course.”

 

From DSC:
Talk about opportunities for interdisciplinary learning/projects!!!  Playwrights, directors, actors/actresses, set designers, graphic designers, fine artists, web designers and developers, interactivity/interface designers, audio designers, video editors, 3D animators, and more!!!

 

The performance website, “Women and the Vote,” premiered on May 18, 2020

 

Using the TV as a key tool in our learning ecosystems

From DSC:

  • If one doesn’t have access to the Internet, a computer, or any such mobile technology as seen in the image above…could TV become the medium through which one could be educated during this next year of the Coronavirus situation? That is, until we can develop better and more equitable policies, plans, funding, systems, infrastructures, and connectivity for all students!
  • After that, could we see more televisions morph into smart/connected TVs?
  • Could PBS, ABC, CBS, NBC, Fox, and other major networks collaborate with the U.S. Department of Education to help us educate all students? 
  • Could the largest internet company of 2030 be an online school as Thomas Frey predicts?

A few years ago, I had hoped that Apple was going to go all-in with their tvOS platform.

SAN FRANCISCO, CA – SEPTEMBER 9: Apple CEO Tim Cook introduces the New Apple TV during a Special Event; 9/9/15.

 

Though it’s still early in the game, that really hasn’t happened to the extent that I had hoped. That said, more recently, I was encouraged to see this article from back in July:

LOUISIANA DEPARTMENT OF EDUCATION AND LOUISIANA PUBLIC BROADCASTING TO TELEVISE HIGH-QUALITY MATH INSTRUCTION THIS SUMMER

 



 

Let’s ask the employees of PBS, ABC, CBS, NBC, Fox, and other networks if they would be willing to work with the U.S. Department of Education to help educate ALL students! Though educational TV is not new, I’m talking about taking things to a *whole* new level.

With that in mind, I created the following graphic:

Let's use television to minimize the learning gaps that will otherwise be experienced by many students this next year!

(One might ask why I used an old television in the above graphic. I was trying to get at the idea that one might not have a lot of resources to work with.)

 

How might tools like Microsoft’s new Whiteboard be used in online-based learning? In “learning pods?” [Christian]

The new Microsoft Whiteboard -- how might this be used for online-based learning? Learning pods?

The new Microsoft Whiteboard -- how might this be used for online-based learning? Learning pods?

Questions/reflections from DSC:

  • How might this be used for online-based learning?
  • For “learning pods” and homeschoolers out there? 
  • Will assistants such as the Webex Assistant for Meetings (WAM) be integrated into such tools (i.e., would such tools provide translation, transcripts, closed captioning, and more)?
  • How might this type of tool be used in telehealth? Telelegal? In online-based courtrooms? In presentations?

#onlinelearning #collaboration #education #secondscreen #edtedh #presentations #AI #telehealth #telelegal #emergingtechnologies

 

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

 

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

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

Learning from the living class room

 

Learning from the living class room

 

Learning from the living class room

 

Colleges see equity success with adaptive learning systems — from edtechmagazine.com by Shailaja Neelakantan
Powered by advanced algorithms, adaptive learning technologies boost completion rates and give students confidence.

“I used to teach one class of 100 students, but now I teach 100 classes of one student each,” said Doug Williams, the adaptive learning coordinator at Arizona State University, in the white paper, describing the effect of using such a technology-driven system to improve learning outcomes.

 

From DSC:
I post this item because I believe that this is the type of thing that will be a piece of our future learning ecosystems. Learning agents. Systems that accommodate each individual’s learning preferences. Real-time formative assessments…that impact what you see and experience next.  Intelligent systems. Intelligent tutoring.

People demonstrate mastery at different times — let that be part of our futures — versus this one-size fits all, hop-on-board-or-you-miss-the-train…a train that stops for no one.

 

 

This former Apple designer is taking on Amazon’s Twitch with $146 million and Fox’s backing — from fastcompany.com by Jeff Beer
Caffeine founder and CEO Ben Keighran talks about why live streaming is much more than gaming—it’s the future of TV.

Excerpt (emphasis DSC):

Live-streaming startup Caffeine, started by former Apple designer Ben Keighran, is emerging out of a two-year beta today and aims to overtake Amazon’s Twitch and Microsoft’s Mixer as the world’s leading live broadcasting platform. The official release version features a completely new design for its website and iOS and Android apps that combines editorial, algorithmic, and social connections to make it easier to discover live broadcasting from gamers, entertainers, and athletes, as well as create your own interactive broadcasts featuring live television content.

Twitch is the undisputed king of live-streamed gaming, but Keighran is betting that Caffeine’s more diverse focus to go beyond gaming—into entertainment and sports—will make it a more attractive place for both viewers and creators.

Keighran says another technological difference between Caffeine and Twitch is in its ease of use and quickness. “In just a couple of clicks, you can stream Red Bull 24/7 and be the commentator, you can stream Fortnite in one click, you can create an entertainment stream and talk about the new sneaker you just got, and you can do that all in one place,” he says. “And it’s all in real-time—there’s no delay in the video, whereas on Twitch, there’s up to a 60-second delay.”

 

From DSC:
Hmmm… social interaction. New platforms for streaming live content. Ability to comment and ask questions (i.e., audience interactions). Interactive chats.

Can we add learning-related experiences to the audiences and applications here?

 

 

A somewhat related item:

 

For a next gen learning platform: A Netflix-like interface to check out potential functionalities / educationally-related “apps” [Christian]

From DSC:
In a next generation learning system, it would be sharp/beneficial to have a Netflix-like interface to check out potential functionalities that you could turn on and off (at will) — as one component of your learning ecosystem that could feature a setup located in your living room or office.

For example, put a Netflix-like interface to the apps out at eduappcenter.com (i.e., using a rolling interface at first, then going to a static page/listing of apps…again…similar to Netflix).

 

A Netflix-like interface to check out potential functionalities / educationally-related apps

 

 

 
© 2021 | Daniel Christian