From DSC:
After seeing the article entitled, “Scientists Are Turning Alexa into an Automated Lab Helper,” I began to wonder…might Alexa be a tool to periodically schedule & provide practice tests & distributed practice on content? In the future, will there be “learning bots” that a learner can employ to do such self-testing and/or distributed practice?
From page 45 of the PDF available here:
Personalized Learning Meets AI With Watson Classroom — from gettingsmart.com by Erin Gohl
Excerpt (emphasis DSC):
Teaching is truly a Herculean challenge. Even the very best teachers can keep only so many of these insights in their heads and make only so many connections between expectations and circumstances. They can be aware of only a fraction of the research on best practices. They have only so much time to collaborate and communicate with the other adults in a particular student’s life to share information and insights. To be the best of themselves, teachers need to have access to a warehouse of information, a research assistant to mine best practices, note takers to gather and record information on each student, a statistician to gauge effective practices, and someone to collaborate with to distill the next best step with each student. In recent years, a plethora of vendors have developed software solutions that promise to simplify this process and give schools and teachers the answers to understand and address the individual needs of each student. One of the most promising, which I recently had a chance to learn about, is IBM’s Watson Classroom.
…
IBM is clear about what makes Watson different than existing solutions. First of all, it is a cognitive partner; not a solution. Secondly, it does not require proprietary or additional assessments, curriculum, or content. It uses whatever a district has in place. But it goes beyond the performance of tiering difficulty, pace, and reading level that is now standard fare for the solutions promising individualized, adaptive and personalized learning. Watson takes the stew of data from existing systems (including assessments, attendance records, available accommodations), adds the ability to infer meaning from written reports, and is able to connect the quality of the result to the approach that was taken. And then adjust the next recommendation based on what was learned. It is artificial intelligence (AI) brought to education that goes far beyond the adaptive learning technologies of today.
…
Watson Classroom is currently being piloted in 12 school districts across the country. In those classrooms, Watson Classroom is utilizing cutting-edge computing power to give teachers a full range of support to be the best versions of themselves. Watson is facilitating the kind of education the great teachers strive for every day–one where learning is truly personalized for each and every student. Bringing the power of big data to the interactions between students and teachers can help assure that every student reaches beyond our expectations to achieve their full potential.
Learn with Google AI: Making ML education available to everyone — from blog.google
Excerpt:
To help everyone understand how AI can solve challenging problems, we’ve created a resource called Learn with Google AI. This site provides ways to learn about core ML concepts, develop and hone your ML skills, and apply ML to real-world problems. From deep learning experts looking for advanced tutorials and materials on TensorFlow, to “curious cats” who want to take their first steps with AI, anyone looking for educational content from ML experts at Google can find it here.
Learn with Google AI also features a new, free course called Machine Learning Crash Course (MLCC). The course provides exercises, interactive visualizations, and instructional videos that anyone can use to learn and practice ML concepts.
7 Ways Chatbots and AI are Disrupting HR — from chatbotsmagazine.com
Enterprises are embracing AI for automating human resources
Excerpt:
Chatbots and AI have become household names and enterprises are taking notice. According to a recent Forrester survey, roughly “85% of customer interactions within an enterprise will be with software robots in five years’ time” and “87% of CEOs are looking to expand their AI workforce” using AI bots.
In an effort to drive increased labor efficiencies, reduce costs, and deliver better customer/employee experiences enterprises are quickly introducing AI, machine learning, and natural language understanding as core elements of their digital transformation strategy in 2018.
Human resources (HR) is one area ripe for intelligent automation within an enterprise. AI-powered bots for HR are able to streamline and personalize the HR process across seasonal, temporary, part-time, and full-time employees.
…
There are 7 ways in which enterprises can use HR bots to drive increased labors efficiencies, reduced costs, and better employee experiences:
From DSC:
Again, this article paint a bit too rosy of a picture for me re: the use of AI and HR, especially in regards to recruiting employees.
Implementation of AI into eLearning. Interview with Christopher Pappas — from joomlalms.com by Darya Tarliuk
Excerpt:
Every day we hear more and more about the impact that Artificial Intelligence gains in every sphere of our life. In order to discover how AI implementation is going to change the eLearning we decided to ask Christopher Pappas to share his views and find out what he thinks about it. Christopher is an experienced eLearning specialist and the Founder of the eLearning Industry’s Network.
…
How to get ready preparing course materials now, while considering the future impact of AI?
Christopher: Regardless of whether you plan to adopt an AI system as soon as they’re available to the mass market or you opt to hold off (and let others work out the glitches), infrastructure is key. You can prepare your course materials now by developing course catalogs, microlearning online training repositories, and personalized online training paths that fall into the AI framework. For example, the AI system can easily recommend existing resources based on a learners’ assessment scores or job duties. All of the building blocks are in place, allowing the system to focus on content delivery and data analysis.
Can You Trust Intelligent Virtual Assistants? — from nojitter.com by Gary Audin
From malicious hackers to accidental voice recordings, data processed through virtual assistants may open you to security and privacy risks.
Excerpt:
Did you know that with such digital assistants your voice data is sent to the cloud or another remote location for processing? Is it safe to talk in front of your TV remote? Are you putting your business data at risk of being compromised by asking Alexa to start your meeting?
Thanks, Robots! Now These Four Non-Tech Job Skills Are In Demand — from fastcompany.com by Christian Madsbjerg
The more we rely on AI and machine learning, the more work we need social scientists and humanities experts to do.
Excerpt:
Automation isn’t a simple struggle between people and technology, with the two sides competing for jobs. The more we rely on robots, artificial intelligence (AI), and machine learning, the clearer it’s become just how much we need social scientists and humanities experts–not the reverse.
These four skills in particular are all unique to us humans, and will arguably rise in value in the coming years, as more and more companies realize they need the best of both worlds to unleash the potential from both humans and machines.
Robo retail: The automated store of the future is heading closer to our doorsteps. — from jwtintelligence.com’
Excerpt:
The automated store of the future is heading closer to our doorsteps.
Self-checkout and online delivery services might soon be outmoded. Automated, cashier-less and mobile, doorstep-accessible shopping outlets are popping up globally—these offer not only a quick and seamless shopping experience, but also allow customers to handpick the items they are seeking.
Retail giant Amazon launched its Amazon Go store in Seattle in late January 2018. Amazon Go stocks everyday items, Whole Foods Market goods and Amazon-branded meal kits, but has no cashiers, no check-out lines and no barcode scanners. Shoppers enter by scanning an app, shop and leave—items purchased are automatically charged to their accounts. Dilip Kumar, vice president of technology for Amazon Go, suggests the concept is Amazon’s answer to solving “time poverty,” which he calls people’s “number one problem.”
This is just the tip of the iceberg. While Amazon Go currently only operates in Seattle, two other mobile concepts are hoping to reach a wider audience by physically bringing roving stores directly to the consumer. Robomart, based in the Bay Area, is a prototype tap-to-request grab-and-go food mart. Conventional grocery delivery services like those run by Amazon, FreshDirect or Instacart don’t let customers select products for themselves. If you’re particular about the ripeness of an avocado or conscious about bruises on tomatoes, being able to choose your own produce is essential. An autonomy-focused platform like Robomart puts consumers in the metaphorical driver’s seat, while still maintaining a high level of ease.
From DSC:
Speaking of cashiers, I had some comments regarding the future of cashiers towards the bottom of this posting here. Another relevant posting is: “Tech companies should stop pretending AI won’t destroy jobs” + 6 other items re: AI, bots, algorithms, & more
Michelle Weise: ‘We Need to Design the Learning Ecosystem of the Future’ — from edsurge.com by Michelle Weise
Excerpts:
These days, education reformers, evangelists and foundations pay a lot of lip service to the notion of lifelong learning, but we do little to invest in the systems, architecture and infrastructure needed to facilitate seamless movements in and out of learning and work.
Talk of lifelong learning doesn’t translate into action. In fact, resources and funding are often geared toward the traditional 17- to 22-year-old college-going population and less often to working adults, our growing new-traditional student population.
We’ll need a different investment thesis: For most adults, taking time off work to attend classes at a local, brick-and-mortar community college or a four-year institution will not be the answer. The opportunity costs will be too high. Our current system of traditional higher education is ill-suited to facilitate flexible, seamless cost-effective learning pathways for these students to keep up with the emergent demands of the workforce.
…
Many adults may have no interest in coming back to college. Out of the 37 million Americans with some college and no degree, many have already failed one or twice before and will be wholly uninterested in experiencing more educational trauma.We can’t just say, “Here’s a MOOC, or here’s an online degree, or a 6- to 12-week immersive bootcamp.”
We have to do better. Let’s begin seeding the foundational elements of a learning ecosystem of the future—flexible enough for adults to move consistently in and out of learning and work. Enough talk about lifelong learning: Let’s build the foundations of that learning ecosystem of the future.
From DSC:
I couldn’t agree more with Michelle that we need a new learning ecosystem of the future. In fact, I have been calling such an effort “Learning from the Living [Class] Room — and it outlines a next generation learning platform that aims to deliver everything Michelle talks about in her solid article out at edsurge.com.
![The Living [Class] Room -- by Daniel Christian -- July 2012 -- a second device used in conjunction with a Smart/Connected TV](http://danielschristian.com/learning-ecosystems/wp-content/uploads/2012/07/The-Living-Class-Room-Daniel-S-Christian-July-2012.jpg)
Along these lines…I just saw that Amazon is building out more cashierless stores (and Walmart is also at work on introducing more cashierless stores.) Now, let’s say that you are currently a cashier. 2-5 years from now (depending upon where you’re currently working and which stores are in your community), what are you going to do? The opportunities for such a position will be fewer and fewer. Who can help you do what Michelle mentioned here:
Working learners will also need help articulating their learning goals and envisioning a future for themselves. People don’t know how to translate their skills from one industry to another. How does a student begin to understand that 30% of what they already know could be channeled into a totally different and potentially promising pathway they never even knew was within reach?
And that cashier may have had a tough time with K-12 education and/or with higher education. As Michelle writes:
Many adults may have no interest in coming back to college. Out of the 37 million Americans with some college and no degree, many have already failed one or twice before and will be wholly uninterested in experiencing more educational trauma. We can’t just say, “Here’s a MOOC, or here’s an online degree, or a 6- to 12-week immersive bootcamp.”
And like the cashier in this example…we are quickly approaching an era where, I believe, many of us will need to reinvent ourselves in order to:
Higher ed, if it wants to remain relevant, must pick up the pace of experimentation and increase the willingness to innovate, and to develop new business models — to develop new “learning channels” so to speak. Such channels need to be:
EdX Quietly Developing ‘MicroBachelors’ Program — from edsurge.com by Jeff Young
Excerpt:
EdX, the nonprofit online-education group founded by MIT and Harvard, is quietly developing a “MicroBachelors” degree that is designed to break the undergraduate credential into Lego-like components.
In December, edX won a $700,000 grant from the Lumina Foundation to support the MicroBachelors effort with the organization’s university partners. Officials from edX declined to talk about the project, saying only that it is in the early stages. But at a higher-education innovation summit last month hosted by the U.S. Department of Education, Anant Agarwal, CEO of edX, listed the project as part of the group’s long-term vision that began with its MicroMasters program. And the organization has filed a trademark for the term “MicroBachelors” as well.
“Education in five to ten years will become modular, will become omnichannel, and will become lifelong,” Agarwal said at the meeting, later explaining that omnichannel meant offering courses either online or in person.
…
How would a MicroBachelors be different than, say, a two-year associate’s degree, which is arguably already half a bachelor’s degree? Sarma said that the idea behind both MicroMasters and MicroBachelors is that they are “about putting stuff that can be done online, online.” In other words, the big idea is offering a low-cost, low-risk way for students to start an undergraduate education even if they can’t get to a campus.
Also relevant/see:
FREEDOM 2.0 – Blockchain’s Biggest Use Case with Richie Etwaru @richieetwaru — with thanks to Mike Mathews for his posting this on LinkedIn
Description:
While the Internet has profoundly impacted global society, new questions must be asked. When the human species reflects on the Internet in 2081 a hundred years after its invention will the Internet be viewed as good for our species, and has the impact of the set of adjacent inventions of the Internet furthered the triumph of the human species? Did we connect the last billion with mobility, did we distribute wealth meaningfully, and was basic healthcare democratized? Or, did social media coupled with mobile cameras create a spike in vanity that affected important social constructs such as love, self-esteem and family? Did AI create a new class system of robo sapiens that constrict freedom? And did we change the core of commerce of trust between citizens, communities and governments? Maybe; the Internet is only 49% of the story of our species, and the remaining 51% of our story is still unfolding. Richie will discuss the other 51% which he believes is blockchain, and how we can change the answers to some of these new types of questions of mankind.
Blockchain has a great potential for innovation. Some potential domains, where Blockchain can be successfully applied.https://t.co/LXQOEIzYLm #Blockchain #Cryptocurrency #Decentralization #Bigdata #Smartdata #Smartcontracts #Fintech #MedTech #IoT #Voting #Democratization #AI pic.twitter.com/Ne9k91blD3
— David Holm (@cloudpreacher) January 5, 2018
The Advantages of Blockchain Technology — from hortonworks.com by Ryan Wheeler
Excerpt:
Blockchain ensures data objectivity—a single source of truth. Blockchain also represents a security layer that ensures that data is encrypted in such a way that only the people you want to can read your data. It makes it next to impossible for people to corrupt or manipulate the data—or even gain wrongful access to it—because the system raises an instant red flag when a problem occurs, and it uses a new, advanced encryption method to secure the data.
Blockchain is both reactionary—alerting users to changes—and proactive, by preventing the security threat. And even if the data is somehow breached, it still can’t be used. The effects have already been seen in the healthcare industry, where technologies using blockchain have provided the proper balance of security and governance for people’s health data.
From DSC:
Interesting to see this new platform developing, one that combines 2 big trends — blockchain and freelancing:
Also interesting to see:
“Peculium: The first savings system in cryptocurrency utilizing AIEVE and Blockchain Technology with artificial intelligence. PECULIUM revolutionizes savings management by deploying immutable Smart-Contracts over Ethereum blockchain.”
Addendum/also see:
The blockchain provides a rich, secure, and transparent platform on which to create a global network for higher learning. This Internet of value can help to reinvent higher education in a way the Internet of information alone could not.
5 trends poised to shake up higher education in 2018 — from educationdive.com by Autumn Arnett
Excerpts:
OER Adoptions on the Rise — from insidehighered.com by Lindsay McKenzie
The number of faculty members choosing open educational resources over traditional textbooks has nearly doubled in the last year, but awareness over all remains low.
Excerpt:
More and more instructors are choosing open educational resources over traditional textbooks, a survey of more than 2,700 faculty members reveals.
The “Opening the Textbook” survey, published by the Babson Survey Research Group today, reports that the number of faculty members at two- and four-year institutions using OER as textbooks has nearly doubled in the last year — from 5 percent in 2015-16 to 9 percent in 2016-17.
Awareness of OER — openly licensed and freely accessible teaching and learning materials — has also increased. Twenty-nine percent of faculty described themselves as “aware” or “very aware” of OER this year, up from 25 percent last year and 20 percent the year before. The proportion that reported they had never heard of OER fell from 66 percent in 2014-15 to 56 percent this year.
But while increases in adoption and awareness have been significant, Jeff Seaman, co-director of the Babson Survey Research Group, points out that over all, awareness of OER is still low. He noted that many faculty members also continue to report significant barriers to wider adoption of OER, particularly finding and evaluating the quality of materials.
Also see:
Cisco:
“Utilize virtual showrooms | See stores in your living room.”
DC:
If this is how retail could go, what might be the ramifications for learning-related environments & for learners’ expectations?
See Cisco’s whitepaper and the vision that I’m tracking along these lines.
From DSC:
Looking at the trends below, again I wonder…how might learners’ expectations be impacted by these developments on the landscapes?
Also see:
From DSC:
After looking at the items below, I wondered…
How soon before teachers/professors/trainers can quickly reconfigure their rooms’ settings via their voices? For example, faculty members will likely soon be able to quickly establish lighting, volume levels, blinds, or other types of room setups with their voices. This could be in addition to the use of beacons and smartphones that automatically recognize who just walked into the room and how that person wants the room to be configured on startup.
This functionality is probably already here…I just don’t know about it yet.
Somfy Adds Voice Control for Motorized Window Coverings with Amazon Alexa — form ravepubs.com by Sara Abrons
Also see:
Robots in the Classroom: How a Program at Michigan State Is Taking Blended Learning to New Places — from news.elearninginside.com by Henry Kronk; with thanks to my friend and colleague, Mr. Dave Goodrich over at MSU, for his tweet on this.
Excerpt:
Like many higher education institutions, Michigan State University offers a wide array of online programs. But unlike most other online universities, some programs involve robots.
Here’s how it works: online and in-person students gather in the same classroom. Self-balancing robots mounted with computers roll around the room, displaying the face of one remote student. Each remote student streams in and controls one robot, which allows them to literally and figuratively take a seat at the table.
Professor Christine Greenhow, who teaches graduate level courses in MSU’s College of Education, first encountered these robots at an alumni event.
“I thought, ‘Oh I could use this technology in my classroom. I could use this to put visual and movement cues back into the environment,’” Greenhow said.
From DSC:
In my work to bring remote learners into face-to-face classrooms at Calvin College, I also worked with some of the tools shown/mentioned in that article — such as the Telepresence Robot from Double Robotics and the unit from Swivl. I also introduced Blackboard Collaborate and Skype as other methods of bringing in remote students (hadn’t yet tried Zoom, but that’s another possibility).
As one looks at the image above, one can’t help but wonder what such a picture will look like 5-10 years from now? Will it picture folks wearing VR-based headsets at their respective locations? Or perhaps some setups will feature the following types of tools within smaller “learning hubs” (which could also include one’s local Starbucks, Apple Store, etc.)?
From DSC:
I am honored to be currently serving on the 2018 Advisory Council for the Next Generation Learning Spaces Conference with a great group of people. Missing — at least from my perspective — from the image below is Kristen Tadrous, Senior Program Director with the Corporate Learning Network. Kristen has done a great job these last few years planning and running this conference.
NOTE:
The above graphic reflects a recent change for me. I am still an Adjunct Faculty Member
at Calvin College, but I am no longer a Senior Instructional Designer there.
My brand is centered around being an Instructional Technologist.
This national conference will be held in Los Angeles, CA on February 26-28, 2018. It is designed to help institutions of higher education develop highly-innovative cultures — something that’s needed in many institutions of traditional higher education right now.
I have attended the first 3 conferences and I moderated a panel at the most recent conference out in San Diego back in February/March of this year. I just want to say that this is a great conference and I encourage you to bring a group of people to it from your organization! I say a group of people because a group of 5 of us (from a variety of departments) went one year and the result of attending the NGLS Conference was a brand new Sandbox Classroom — an active-learning based, highly-collaborative learning space where faculty members can experiment with new pedagogies as well as with new technologies. The conference helped us discuss things as a diverse group, think out load, come up with some innovative ideas, and then build the momentum to move forward with some of those key ideas.
If you haven’t already attended this conference, I highly recommend that you check it out. You can obtain the agenda/brochure for the conference by providing some basic contact information here.
Per Kristen Tadrous, here’s why you want to check out USC:
Building Spaces to Inspire a Culture of Innovation — a core theme at the 4th Next Generation Learning Spaces summit, taking place this February 26-28 in Los Angeles. An invaluable opportunity to meet and hear from like-minded peers in higher education, and continue your path toward lifelong learning. #ngls2018 http://bit.ly/2yNkMLL
MIT Pilots Digital Diplomas Based on Bitcoin’s Blockchain — from campustechnology.com by Joshua Bolkan
Excerpt:
The Massachusetts Institute of Technology has begun offering some students the option to receive digital diplomas through an app, in addition to a traditional paper degree.
Based on Bitcoin’s blockchain technology and integrated with the school’s identity provider, the new diplomas are the result of a partnership between MIT and Learning Machine, a local software company. The electronic credentials were rolled out over the summer and offered to 111 students as part of a pilot program.
Also see:
