learning agents

Meet Amelia: the computer that’s after your job [Curtis]

On 09/30/2014, in Artificial Intelligence/Agents/LLMs/and Related, business, career development, change, curriculum, Daniel S. Christian, future, game-changing environment, hearts -- matters of the heart, higher education, learning agents, pace of change, student-related, workplace, by Daniel Christian

Excerpt:

“Amelia, on the other hand, started out not with the intention of winning Jeopardy, but with the pure intention of answering the question posed by Alan Turing in 1950 – can machines think?”

…

While most ‘smart machines’ require humans to adapt their behaviour in order to interact with them, Amelia is intelligent enough to interact like a human herself. She speaks more than 20 languages, and her core knowledge of a process needs only to be learned once for her to be able to communicate with customers in their language.

…

Amelia has already been trialled within a number of Fortune 1000 companies, in areas such as manning technology help desks, procurement processing, financial trading operations support and providing expert advice for field engineers.

In each of these environments, she has learnt not only from reading existing manuals and situational context but also by observing and working with her human colleagues and discerning for herself a map of the business processes being followed.

From DSC:

How does the trend towards more powerful, capable Artificial Intelligence (AI) applications and services affect what we should be teaching our students?
How should our curricula change/adapt to these trends?
How should employees reinvent themselves and protect their futures?

Part of me thinks, “This is some scary stuff!” Another part of me reflects on who is controlling such powerful technologies and wondering how such technologies are going to be used. One thing’s for sure, we better hope that the people controlling these technologies care about other human beings. It isn’t just minds that are involved here. Most assuredly, hearts are involved here as well.

Addendum on 10/2/14:

The Robot (Ethical) Dilemma — from seriouswonder.com by Stephen Bianchini

Stephen Downes: ‘This is the next era of learning’ — from online-educa.com

Excerpts:

This year we are building on work we have undertaken over the last few years to develop and deploy the next generation of learning technologies, which we are calling ‘learning and performance support systems’. This is the outcome of an internal prototype called Plearn – ‘Personal Learning Environment and Research Network’ – and develops the idea of learning support based on personal and individual needs. This is not simply ‘personalised’ learning, it is a step beyond that. Rather than offering a customised version of some generic offering, we propose to enable each learner to develop their own custom programme from the ground up.

Our application, which launches in a limited beta September 30, provides individual learners with the tools and support necessary to access learning from any number of providers – not just educational institutions, but also their friends and mentors, their current and future employers, community and social programmes, and much more. Built on current and evolving learning technology standards, it provides access to MOOCs, to traditional learning management systems, to stand-alone courses and software, and even to the world of the Internet of things.

At the core of LPSS is a system we call the ‘personal learning record’ (PLR). A person’s LPSS system keeps track of everything related to learning – exercises followed, tests taken, games and simulations attempted, work read – and stores that all in a single location. In this way, unlike a learning management system, it combines data from the learning environment, the work environment and even the social environment, thus enabling adaptive learning software to close the loop between learning and performance. The PLR is also combined with a learner’s personal library and their personal e-portfolio, and links to credentials offered by and stored by learning institutions, employers, and social network activities, such as badges.

Also see:

With a shout out to
Ana Cristina Pratas for her Scoop on this

Also see:

Could this relate to education/training as well? –> “Living social: How second screens are helping TV make fans” [nielsensocial.com]

On 08/06/2014, in cloud-based computing / apps / other cloud-related, convergence, Daniel S. Christian, digital learning, learner profiles, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning spaces, lifelong learning, media/film, MOOCs -- Massive Open Online Courses, more voice more choice more control, multimedia, online learning, online media, online tutoring, personalized/customized learning, second screen apps, social learning / networks, social media, streams of content, technologies for your home, television, TVs, by Daniel Christian

Living social: How second screens are helping TV make fans — from nielsensocial.com

Excerpt (emphasis DSC):

Television viewing used to be an experience strictly between viewer and show, with water cooler talk coming the day after. The rise of social TV has changed that relationship, and according to a study by Nielsen, more and more Americans are quickly warming up to this new behavior. With tablets, smartphones and laptops at their side, TV viewers can follow their favorite shows, share content and connect with fellow fans before, during and after a program.

From DSC:
Instead of TV/entertainment-oriented programs, how about a service that offers cloud-based, scaffolded streams of content that are more educational/training-related in nature, complete with digital playlists of interactive content that can be offered up on the main display, while lifelong learners interact and discuss the content via their PLNs, cohorted groups of learners within their learning hubs, etc.?

Reflections on “C-Suite TV debuts, offers advice for the boardroom” [Dreier]

On 07/21/2014, in 21st century, 24x7x365 access, A/V -- audio/visual, adult learning, analytics, Artificial Intelligence/Agents/LLMs/and Related, cloud-based computing / apps / other cloud-related, collaboration, communities of practice, convergence, corporate / business world, corporate universities / corporate training, cost of getting a degree, dangers of the status quo, Daniel S. Christian, data related items, digital learning, digital storytelling, digital textbooks, digital video, disruption, distance education, education technology, educational games / serious games, elearning, emerging technologies, engagement / engaging students, future of higher education, game-changing environment, global / globalization, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), IBM, ideas, innovation, intelligent systems, intelligent tutoring, interactivity, learner profiles, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning spaces, lifelong learning, machine-to-machine communications, mirroring and/or multiple devices, mobile learning, MOOCs -- Massive Open Online Courses, more voice more choice more control, multimedia, new business models, new media literacies, online learning, online tutoring, participation, personalized/customized learning, platforms, second screen apps, social learning / networks, streams of content, student-related, technologies for your home, telecommunications, television, training / L&D, trends, TVs, ubiquitous learning, user experience (UX), videoconferencing, web-based collaboration, by Daniel Christian

C-Suite TV debuts, offers advice for the boardroom — from streamingmedia.com by Troy Dreier
Business leaders now have an on-demand video network to call their own, thanks to one Bloomberg host’s online venture.

Excerpt:

Bringing some business acumen to the world of online video, C-Suite TV is launching today. Created by Bloomberg TV host and author Jeffrey Hayzlett, the on-demand video network offers interviews with and shows about business execs. It promises inside information on business trends and the discussions taking place in the biggest boardrooms.

The Future of TV is here for the C-Suite — from hayzlett.com by Jeffrey Hayzlett

Excerpt:

Rather than wait for networks or try and gain traction through the thousands of cat videos, we went out and built our own network.

See also:

Mind your own business
From the About page:
C-Suite TV is a web-based digital on-demand business channel featuring interviews and shows with business executives, thought leaders, authors and celebrities providing news and information for business leaders. C-Suite TV is your go-to resource to find out the inside track on trends and discussions taking place in businesses today. This online channel will be home to such shows as C-Suite with Jeffrey Hayzlett, MYOB – Mind Your Own Business and Bestseller TV with more shows to come.

From DSC:
The above items took me back to the concept of Learning from the Living [Class] Room.

Many of the following bullet points are already happening — but what I’m trying to influence/suggest is to bring all of them together in a powerful, global, 24 x 7 x 365, learning ecosystem:

When our “TVs” become more interactive…
When our mobile devices act as second screens and when second screen-based apps are numerous…
When discussion boards, forums, social media, assignments, assessments, and videoconferencing capabilities are embedded into our Smart/Connected TVs and are also available via our mobile devices…
When education is available 24 x 7 x 365…
When even the C-Suite taps into such platforms…
When education and entertainment are co-mingled…
When team-based educational content creation and delivery are mainstream…
When self-selecting Communities of Practice thrive online…
When Learning Hubs combine the best of both worlds (online and face-to-face)…
When Artificial Intelligence, powerful cognitive computing capabilities (i.e., IBM’s Watson), and robust reporting mechanisms are integrated into the backends…
When lifelong learners have their own cloud-based profiles…
When learners can use their “TVs” to tap into interactive, multimedia-based streams of content of their choice…
When recommendation engines are offered not just at Netflix but also at educationally-oriented sites…
When online tutoring and intelligent tutoring really take off…

…then I’d say we’ll have a powerful, engaging, responsive, global education platform.

What educationally-related affordances might we enjoy from these TV-related developments?

On 04/09/2014, in 21st century, 24x7x365 access, A/V -- audio/visual, active learning, analytics, Artificial Intelligence/Agents/LLMs/and Related, Bring your own device (BYOD), communications, content development, aggregation, repositories, Daniel S. Christian, data related items, digital learning, digital storytelling, digital textbooks, digital video, distance education, e-books, education technology, educational games / serious games, elearning, emerging technologies, engagement / engaging students, experimentation, flipping -- inverted learning, future, human-computer interaction (HCI), innovation, intelligent systems, intelligent tutoring, interaction design, interactivity, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, lifelong learning, media/film, mirroring and/or multiple devices, mobile learning, MOOCs -- Massive Open Online Courses, more voice more choice more control, Near Field Communication (NFC), online learning, online media, online tutoring, participation, personalized/customized learning, platforms, play, professional development, reinvent, second screen apps, social learning / networks, social media, staying relevant, streams of content, student-related, surviving, technologies for your home, telepresence, television, training / L&D, transmedia, trends, TVs, user experience (UX), videoconferencing, virtual field trips, Virtual Reality (VR) / worlds / learning, virtual tutoring, web-based collaboration, workplace, by Daniel Christian

CONTENTS

Content discovery and synchronization
With access to rich data about their subscribers and what they do, operators can improve recommendation, encourage social TV and exploit second screen synchronization.
Recordings get more personal
One of the next big steps in multiscreen TV is giving people access to their personal recordings on every screen. This is the moment for nPVR to finally make its entrance.
Evolving the User Experience
As service providers go beyond household level and address individuals, the role of log-ins or context will become important. There is a place for social TV and big data.
The role of audio in personalization
Audio has a huge impact on how much we enjoy video services. Now it can help to personalize them. ‘Allegiance’ based audio choices are one possibility.
Making advertising more targeted
Addressable advertising is in its infancy but has a bright future, helping to fund the growth of on-demand and multiscreen viewing.

Some excerpts from this report:

Good content should be matched by good content discovery , including recommendations. The current state-of -the-art is defined by Netflix.

…

Today’s TV experience is worlds apart from the one we were talking about even five years ago. We’ve witnessed exponential growth in services such as HD and have moved from a model in which one screen is watched by many, to many screens (and devices) being available to the individual viewer, what is today called TV Everywhere. Having multiscreen access to content is driving the demand for a more personalised experience, in which the viewer can expect to see what they want, where, and when. While video on-demand (VOD) has been a great method for delivering compelling content to viewers, it is not always a truly seamless TV-like experience, and traditionally has been limited to the living room. The growing demand for the personalised experience is driving seismic change within the TV industry, and we’ve seen great strides made already, with time-shifted TV and nPVR as just two examples of how we in the industry can deliver content in the ways viewers want to watch. The next step is to move towards more advanced content discovery, effectively creating a personalised channel or playlist for the individual user.

…

As the tools become available to deliver personalized experiences to consumers, content owners can better create experiences that leverage their content. For example, for sports with multiple points of action, like motor racing, multiple camera angles and audio feeds will allow fans to follow the action that is relevant to their favourite racing team. And for movies, access to additional elements such as director’s commentaries, which have been available on Blu-ray discs for some time, can be made available over broadcast networks.

From DSC:
Some words and phrases that come to my mind:

Personalization.
Data driven.
Content discovery and recommendation engines (which could easily relate to educational playlists)
Training on demand
Learning agents
Web-based learner profiles
Learning hubs
What MOOCs morph into
More choice. More control.
Virtual tutoring
Interactivity and participation
Learning preferences
Lifelong learning
Reinventing oneself
Streams of content
Learning from The Living [Class] Room

Description:
Smart machines do what we thought only people could do. They include conversational assistants like GoogleNow that know how you work, understand written content and make recommendations based on what you’re doing; advisors like IBM’s Watson that can help clinicians keep up with medical literature and suggest courses of action; software that writes sports stories from box scores; and cars that drive themselves.

Key Issues
1. What are smart machines?
2. How will smart machines impact business, technology, economies and society?
3. What should you do about it?

The connected TV landscape: Why smart TVs and streaming gadgets are conquering the living room

On 02/07/2014, in 21st century, 24x7x365 access, A/V -- audio/visual, Artificial Intelligence/Agents/LLMs/and Related, Bring your own device (BYOD), business side of he, changing business models, cloud-based computing / apps / other cloud-related, collaboration, communications, communities of practice, convergence, corporate / business world, corporate universities / corporate training, cost of getting a degree, Daniel S. Christian, digital learning, disruption, distance education, education, education technology, educational games / serious games, elearning, emerging technologies, experimentation, game-changing environment, global / globalization, heutagogy, higher education, human-computer interaction (HCI), hybrid learning, ideas, innovation, intelligent systems, intelligent tutoring, K-12 related, learner profiles, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning spaces, lifelong learning, machine-to-machine communications, mirroring and/or multiple devices, mobile learning, MOOCs -- Massive Open Online Courses, more voice more choice more control, new business models, online learning, online media, online tutoring, personalized/customized learning, second screen apps, social learning / networks, streams of content, technologies for your home, telepresence, television, training / L&D, transmedia, trends, TVs, user experience (UX), videoconferencing, virtual field trips, virtual K-12 schools, Virtual Reality (VR) / worlds / learning, virtual tutoring, web-based collaboration, by Daniel Christian

The connected TV landscape: Why smart TVs and streaming gadgets are conquering the living room — from businessinsider.com.au by Mark Hoelzel

In the connected TV world, an app is analogous to a TV channel.

Some key points:

In total, there will be more than 759 million televisions connected to the Internet worldwide by 2018, more than doubling from 307.4 million at year-end 2013.
Globally, shipments of smart TVs will reach a tipping point in 2015, when they will overtake shipments of traditional TVs.
Two tendencies dominate the connected TV ecosystem: closed and open approaches.
Despite platform fragmentation, HTML5 offers at least a faint hope for increased unification between connected TVs, just as it does on mobile.
How will developers and operating system operators monetise smart TV apps? Media downloads, subscriptions and — to a much lesser degree — advertisements will drive the dollars. Smart TV platform operators have begun experimenting with ads.

From DSC:
If in a connected TV world, an app is analogous to a TV channel…then I say let’s bring on the educationally-related, interactive, multimedia-based apps!

Reflections on “IBM’s Jeopardy-winning supercomputer will power a ‘cognitive, expert personal shopper’ app next year” [Dylan Love]

On 12/09/2013, in 21st century, 24x7x365 access, analytics, Artificial Intelligence/Agents/LLMs/and Related, cloud-based computing / apps / other cloud-related, communities of practice, convergence, corporate / business world, corporate universities / corporate training, cost of getting a degree, Daniel S. Christian, data related items, education technology, emerging technologies, experimentation, innovation, intelligent systems, intelligent tutoring, internet, learning agents, learning ecosystem, Learning from the Living [Class] Room, lifelong learning, streams of content, technologies for your home, vision/possibilities, by Daniel Christian

IBM’s Jeopardy-winning supercomputer will power a ‘cognitive, expert personal shopper’ app next year — from businessinsider.com by Dylan Love

ibm watson

Excerpt:

The app calls upon Watson’s ability to understand the nuances of human language and uncover answers from Big Data. Consumers who use Fluid’s app will interact with rich media and dialogue with Watson, as their newfound “cognitive, expert personal shopper.

The Fluid app incorporates the information users share and questions they ask to help them make smart, satisfying purchases by putting a knowledgeable sales associate in the hands of consumers, on demand.

From DSC:
I am not saying that we are looking at a future whereby computers and algorithms will replace teachers, professors, trainers, coaches, mentors, etc. However, I am saying that tools and technologies are in (and have been in) development that will be hugely beneficial in helping us stay current with our knowledge bases — and will help us remain marketable in a world that left the linear trajectory of change a while back and continues to move at an exponential rate.

Phase I:
How might this be applied to recommendation engines for topics/courses/modules/streams of content to explore if you are trying to learn about the most recent information on XYZ?

Phase II:
How might this be applied to actual assessments for assignments, essays, etc.?

Phase III:
???

The Living [Class] Room -- by Daniel Christian -- July 2012 -- a second device used in conjunction with a Smart/Connected TV

Learning from the Living (Class) Room [Grush & Christian]

On 12/05/2013, in 21st century, 24x7x365 access, A/V -- audio/visual, active learning, adult learning, analytics, animation, Apple, Artificial Intelligence/Agents/LLMs/and Related, blended learning, Bring your own device (BYOD), business side of he, changing business models, convergence, 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 textbooks, digital video, disruption, distance education, e-books, e-publishing related items (EPUB and more), education technology, educational games / serious games, elearning, emerging technologies, engagement / engaging students, experimentation, future of higher education, game-changing environment, global / globalization, heutagogy, higher education, hybrid learning, IBM, innovation, interactivity, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, liberal arts, lifelong learning, love of learning, machine-to-machine communications, mirroring and/or multiple devices, mobile learning, mobile technologies, more voice more choice more control, motivation, multi-touch, multimedia, Near Field Communication (NFC), new media literacies, online learning, online media, online tutoring, participation, personalized/customized learning, platforms, second screen apps, smart classrooms, social learning / networks, storytelling, streams of content, student-related, technologies for your home, telepresence, television, training / L&D, transmedia, trends, TVs, ubiquitous learning, user experience (UX), user interface design, videoconferencing, virtual field trips, virtual K-12 schools, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, web-based collaboration, by Daniel Christian

Learning in ‘the Living [Class] Room’
From campustechnology.com by Mary Grush and Daniel Christian
Convergent technologies have the ability to support streams of low-cost, personalized content, both at home and in college.

A proposal for Apple, Google, IBM, Microsoft, and any other company who wants to own the future living room [Christian]

On 11/18/2013, in 21st century, 24x7x365 access, A/V -- audio/visual, active learning, analytics, animation, Apple, Artificial Intelligence/Agents/LLMs/and Related, attention, Augmented Reality (AR), blended learning, Bring your own device (BYOD), career development, changing business models, cloud-based computing / apps / other cloud-related, 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, cost of getting a degree, creativity, Daniel S. Christian, digital audio, digital learning, digital storytelling, digital textbooks, digital video, e-publishing related items (EPUB and more), education, education reform, education technology, educational games / serious games, elearning, emerging technologies, engagement / engaging students, entrepreneurship, experimentation, future of higher education, game-changing environment, global / globalization, Google, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), hybrid learning, IBM, ideas, immersion, informal learning, innovation, intelligent systems, intelligent tutoring, interaction design, interactivity, interface design, internet, K-12 related, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning preferences, learning spaces, lifelong learning, machine-to-machine communications, media/film, mirroring and/or multiple devices, mobile learning, MOOCs -- Massive Open Online Courses, more voice more choice more control, motivation, multimedia, Near Field Communication (NFC), new business models, new media literacies, online learning, online media, online tutoring, open courseware and systems, pace of change, participation, passions, personalized/customized learning, play, professional development, real-world assignments, reinvent, second screen apps, simulations, smart classrooms, social learning / networks, social media, society, staying relevant, STEAM-related, storytelling, strategy, streams of content, student-related, teaching & learning, teaching online, technologies for your home, telepresence, television, training / L&D, transmedia, trends, TVs, ubiquitous learning, 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, web-based collaboration, webinars, workplace, by Daniel Christian

“The main obstacle to an Apple television set has been content. It has mostly failed to convince cable companies to make their programming available through an Apple device. And cable companies have sought to prevent individual networks from signing distribution deals with Apple.”

— Apple, closer to its vision for a TV set, wants
ESPN, HBO, Viacom, and others to come along
qz.com by Seward, Chon, & Delaney, 8/22/13

From DSC:
I wonder if this is because of the type of content that Apple is asking for. Instead of entertainment-oriented content, what if the content were more focused on engaging, interactive, learning materials? More on educational streams of content (whether we — as individuals — create and contribute that content or whether businesses do)?

Also see:

What the mobile “fourth wave” means for operators — from mportal.com by D.P. Venkatesh on November 12, 2013

Excerpt (emphasis DSC):

The communications landscape has historically taken the form of a tumultuous ocean of opportunities. Like rolling waves on a shore, these opportunities are often strong and powerful – yet ebb and flow with time.

Get ready, because the next great wave is upon us. And, like a tropical storm, it is likely to change the landscape around us.

As detailed by analyst Chetan Sharma, this particular wave is the one created by the popularity of over-the-top (OTT) solutions – apps that allow access to entertainment, communication and collaboration over the Internet from smartphones, tablets and laptops, rather than traditional telecommunications methods. Sharma has coined this the mobile “fourth wave” – the first three being voice, messaging (SMS) and data access, respectively – and it is rapidly washing over us.

Addendum on 11/25:

The Smart TV app revolution is coming: Here’s what you need to know — from businessinsider.com by Dan Frommer

“Learning in the Living [Class] Room” — as explained by Daniel Christian [Campus Technology]

On 11/05/2013, in 21st century, 24x7x365 access, A/V -- audio/visual, active learning, adult learning, analytics, animation, Artificial Intelligence/Agents/LLMs/and Related, attention, blended learning, Bring your own device (BYOD), business side of he, career development, change, changing business models, cloud-based computing / apps / other cloud-related, collaboration, colleges, communications, communities of practice, community colleges, competency-based learning/education, computer science, consortiums, content development, aggregation, repositories, convergence, corporate / business world, corporate universities / corporate training, cost of getting a degree, creativity, dangers of the status quo, Daniel S. Christian, data related items, digital audio, digital learning, digital storytelling, digital textbooks, digital video, 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, expectations, experimentation, flipping -- inverted learning, formal learning, future of higher education, game-changing environment, global / globalization, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), hybrid learning, IBM, ideas, immersion, informal learning, innovation, instructional design, intelligent systems, intelligent tutoring, interaction design, interactivity, interface design, internet, IT in HE, K-12 related, learner profiles, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning preferences, learning spaces, liberal arts, lifelong learning, love of learning, machine-to-machine communications, marketplaces, media/film, Michigan, mirroring and/or multiple devices, mobile learning, mobile technologies, MOOCs -- Massive Open Online Courses, more voice more choice more control, motivation, multi-touch, multimedia, Near Field Communication (NFC), neurodivergent/special needs, new business models, new media literacies, online learning, online media, online tutoring, open courseware and systems, organizational change, pace of change, participation, passions, personalized/customized learning, platforms, play, professional development, programming, real-world assignments, reinvent, second screen apps, simulations, smart classrooms, social learning / networks, social media, society, staying relevant, STEAM-related, story, storytelling, strategy, streams of content, student-related, surviving, tablets, teaching & learning, technologies for your home, technology (general), telecommunications, telepresence, television, transmedia, trends, TVs, ubiquitous learning, universities, user experience (UX), user interface design, using teams, videoconferencing, virtual field trips, virtual K-12 schools, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, web-based collaboration, webinars, workplace, by Daniel Christian

Learning from the Living [Class] Room — from Campus Technology by Daniel Christian and Mary Grush; with a huge thanks also going out to Mr. Steven Niedzielski (@Marketing4pt0) and to Mr. Sam Beckett (@SamJohnBeck) for their assistance and some of the graphics used in making these videos.

From DSC:
These 4 short videos explain what I’m trying to relay with a vision I’m entitling, Learning from the Living [Class] Room. I’ve been pulse checking a variety of areas for years now, and the pieces of this vision continue to come into fruition. This is what I see Massive Open Online Courses (MOOCs) morphing into (though there may be other directions/offshoots that they go in as well).

After watching these videos, I think you will see why I think we must move to a team–based approach.

(It looks like the production folks for Campus Technology had to scale things way back in terms of video quality to insure an overall better performance for the digitally-based magazine.)

To watch these videos in a higher resolution, please use these links:

Alternatively, these videos can be found at:

.

10 years of transformation: A vision of the future of learning [Patrick]

On 10/31/2013, in 21st century, budgets, change, education, education reform, future, innovation, instructional design, K-12 related, learner profiles, learning agents, learning ecosystem, Learning from the Living [Class] Room, more voice more choice more control, strategy, student-related, teachers, vision/possibilities, by Daniel Christian

An excerpted slide:

A brief thought/response from DSC:
What continues to ring true — we need to give students more choice, more control over their learning; asking, “What do you want to learn today?”

From DSC:
Valerie’s interactive chart speaks to many of the items I was trying to capture a while back in this graphic:

Interesting concepts embedded at Coursmos.com

On 10/14/2013, in 21st century, higher education, innovation, instructional design, learning agents, learning ecosystem, Learning from the Living [Class] Room, lifelong learning, love of learning, online learning, streams of content, by Daniel Christian

From coursmos.com

Complete a micro-course in just one hour or less.
Learn just what you need or are interested in right now.
Expand any lesson as a separate micro-course.
Request a new micro-course and get it in a few days.

From DSC:
Would be interesting if this type of model gets integrated into Learning from the Living [Class] Room type of approach. It brings to my mind “just-in-time learning” as well as the idea of tapping into “streams of content.”

Also see:

Video: Enstitute: The entrepreneurial alternative to college — from PBS NewsHour Online

Smart Machines: IBM’S Watson and the era of cognitive computing [Kelly &Hamm]

On 10/09/2013, in 21st century, analytics, Artificial Intelligence/Agents/LLMs/and Related, business, computer science, corporate universities / corporate training, cost of getting a degree, Daniel S. Christian, education technology, emerging technologies, experimentation, future of higher education, game-changing environment, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), innovation, intelligent systems, intelligent tutoring, K-12 related, learner profiles, learning agents, learning ecosystem, Learning from the Living [Class] Room, lifelong learning, MOOCs -- Massive Open Online Courses, more voice more choice more control, new business models, online learning, online media, online tutoring, platforms, programming, research, vendors, by Daniel Christian

Smart Machines: IBM’S Watson and the era of cognitive computing — from cup.columbia.edu by John E. Kelly III, Director of IBM Research, and Steve Hamm, writer at IBM and former business and technology journalist

Excerpt (emphasis DSC):

Computers today are brilliant idiots. They have tremendous capacities for storing information and performing numerical calculations-far superior to those of any human. Yet when it comes to another class of skills, the capacities for understanding, learning, adapting, and interacting, computers are woefully inferior to humans; there are many situations where computers can’t do a lot to help us.

…

But the goal is not to replicate human brains or replace human thinking with machine thinking. Rather, in the era of cognitive systems, humans and machines will collaborate to produce better results, each bringing its own skills to the partnership. The machines will be more rational and analytic-and, of course, possess encyclopedic memories and tremendous computational abilities. People will provide judgment, intuition, empathy, a moral compass, and human creativity.

From DSC:
Consider what Watson “read in” to come up with some recommendations:

Watson

Addendum on 10/14/13 (emphasis DSC):

Watson is being used to assist with the treatment of cancer patients. According to an article from medicalnewstoday.com, Watson is “revolutionizing cancer care and research and speeding up progress for patients.”

In that same article, it mentions that, so far, Watson has ingested:

Over 600,000 pieces of medical evidence
2,000,000 pages of text from 42 academic journals and clinical trials based on oncology research
A huge number of patients’ records spanning decades of cancer treatment history, including medical records and patient outcomes. Watson can sift through 1.5 million pieces of such records and provide doctors with evidence-based treatment options within seconds.

One of IBM’s General Managers who works with Watson said:

“breakthrough capabilities bring forward the first in a series of Watson-based technologies, which exemplifies the value of applying big data and analytics and cognitive computing to tackle the industry’s most pressing challenges.”

Learning Ecosystems

A solid interactive chart by Valerie Landau: “Indicators pointing to disruptive innovation in higher education”

Interesting concepts embedded at Coursmos.com

Categories

Tags