analytics

Reflections on “DIY Mindset Reshaping Education” [Schaffhauser]

On 09/17/2019, in 21st century, 24x7x365 access, adult learning, analytics, Artificial Intelligence/Agents/LLMs/and Related, career development, change, changing business models, cloud-based computing / apps / other cloud-related, CMS/LMS, collaboration, colleges, communities of practice, community colleges, consortiums, corporate universities / corporate training, cost of getting a degree, Cost of legal services - including access, credentialing, dangers of the status quo, Daniel S. Christian, digital learning, distance education, education, education technology, elearning, emerging technologies, 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, internet, law schools, leadership, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, learning theories, lifelong learning, marketplaces, microlearning, mobile learning, MOOCs -- Massive Open Online Courses, more voice more choice more control, Natural Language Processing (NLP), new business models, new media literacies, online learning, online media, online tutoring, organizational change, pace of change, personalized/customized learning, platforms, reinvent, society, staying relevant, streams of content, student-related, surviving, by Daniel Christian

DIY Mindset Reshaping Education — from campustechnology.com by Dian Schaffhauser

Excerpt:

A do-it-yourself mindset is changing the face of education worldwide, according to new survey results. Learners are “patching together” their education from a “menu of options,” including self-teaching, short courses and bootcamps, and they believe that self-service instruction will become even more prevalent for lifelong learning. In the United Sates specifically, 84 percent of people said learning would become even more self-service the older they get.

Among those who have needed to reskill in the last two years to continue doing their jobs, 42 percent found information online and taught themselves and 41 percent took a course or training offered by their employers, a professional association or bootcamp, compared to just 28 percent who pursued a professional certification program, 25 percent who enrolled in a university-level degree program or 12 percent who did nothing.

If people had to learn something new for their career quickly, they said they would be more likely turn to a short training program (47 percent), followed by access to a free resource such as YouTube, Lynda.com or Khan Academy (33 percent). A smaller share (20 percent) would head to an accredited university or college.

From DSC:
This is why the prediction from Thomas Frey carries weight and why I’ve been tracking a new learning platform for the 21st century. Given:

The exponential pace of technological change occurring in many societies throughout the globe

That emerging technologies are game-changers in many industries
That people will need to learn about those emerging technologies and how to leverage/use them <– if they want to remain marketable/employed
That people need to reinvent themselves quickly, efficiently, and cost-effectively
That many people can’t afford the time nor the funding necessary these days to acquire a four-year higher ed degree
That running new courses, programs, etc. through committees, faculty senates, etc. takes a great deal of time…and time is something we no longer have (given this new pace of change)

…there needs to be a new, up-to-date, highly responsive, inexpensive learning-related platform for the 21st century. I call this learning platform of the future, “Learning from the Living [Class] Room.” And while it requires subject matter experts / humans in significant ways, AI and other technologies will be embedded throughout such a platform.

“I’ve been predicting that by 2030 the largest company on the internet is going to be an education-based company that we haven’t heard of yet,” Frey, the senior futurist at the DaVinci Institute think tank, tells Business Insider.

— source

Addendum on 9/18/19:

Education Startup Launches Online Courses for College Credit — from campustechnology.com by Sara Friedman

For $400 per course, students will be able to gain access to course videos that are cinematically filmed and taught by “some of the brightest minds in academia.” Outlier.org students will also have access to problem sets, one-on-one tutoring and assessments proctored through artificial intelligence.

5 emerging tech trends impacting the enterprise — from campustechnology.com by Rhea Kelly

Excerpts:

Gartner’s Emerging Technologies Hype Cycle focuses specifically on new technologies (not previously highlighted in past Hype Cycles) that “show promise in delivering a high degree of competitive advantage over the next five to 10 years.” The five most impactful trends to watch this year are:

Sensing and mobility.
Augmented human.
Postclassical compute and comms.
Digital ecosystems.
Advanced AI and analytics.

Someone is always listening — from Future Today Institute

Excerpt:

Very Near-Futures Scenarios (2020 – 2022):

Optimistic: Big tech and consumer device industries agree to a single set of standards to inform people when they are being listened to. Devices now emit an audible ping and/ or a visible light anytime they are actively recording sound. While they need to store data in order to improve natural language understanding and other important AI systems, consumers now have access to a portal and can see, listen to, and erase their data at any time. In addition, consumers can choose to opt-out of storing their data to help improve AI systems.
Pragmatic: Big tech and consumer device industries preserve the status quo, which leads to more cases of machine eavesdropping and erodes public trust. Federal agencies open investigations into eavesdropping practices, which leads to a drop in share prices and a concern that more advanced biometric technologies could face debilitating regulation.
Catastrophic: Big tech and consumer device industries collect and store our conversations surreptitiously while developing new ways to monetize that data. They anonymize and sell it to developers wanting to create their own voice apps or to research institutions wanting to do studies using real-world conversation. Some platforms develop lucrative fee structures allowing others access to our voice data: business intelligence firms, market research agencies, polling agencies, political parties and individual law enforcement organizations. Consumers have little to no ability to see and understand how their voice data are being used and by whom. Opting out of collection systems is intentionally opaque. Trust erodes. Civil unrest grows.

Action Meter:

Watchlist:

Google; Apple; Amazon; Microsoft; Salesforce; BioCatch; CrossMatch; ThreatMetrix; Electronic Frontier Foundation; World Privacy Forum; American Civil Liberties Union; IBM; Baidu; Tencent; Alibaba; Facebook; Electronic Frontier Foundation; European Union; government agencies worldwide.

Microsoft President: Democracy Is At Stake. Regulate Big Tech — from npr.org by Aarti Shahani

Excerpts:

Regulate us. That’s the unexpected message from one of the country’s leading tech executives. Microsoft President Brad Smith argues that governments need to put some “guardrails” around engineers and the tech titans they serve.

If public leaders don’t, he says, the Internet giants will cannibalize the very fabric of this country.

“We need to work together; we need to work with governments to protect, frankly, something that is far more important than technology: democracy. It was here before us. It needs to be here and healthy after us,” Smith says.

“Almost no technology has gone so entirely unregulated, for so long, as digital technology,” Smith says.

What enterprises intend to do with artificial intelligence [McKendrick]

On 09/10/2019, in 21st century, analytics, Artificial Intelligence/Agents/LLMs/and Related, bots, business, corporate / business world, corporate universities / corporate training, intelligent systems, legal technologies, technology (general), tools, training / L&D, workplace, by Daniel Christian

What enterprises intend to do with artificial intelligence — from zdnet.com by Joe McKendrick
Survey shows business process automation and customer support are the low-hanging fruit with initial AI rollouts, but many organizations are moving on to tackle data analytics.

Excerpt:

The leading categories of use cases seeing AI investments and work include the following:

Business process automation 49%
Customer support/Chatbots 47%
Data extraction 43%
Contract analytics 28%
Voice/video processing/imaging 25%

Technology as Part of the Culture for Legal Professionals [Grush & Christian]

On 09/09/2019, in 21st century, adult learning, analytics, Artificial Intelligence/Agents/LLMs/and Related, Blockchain, bots, change, cloud-based computing / apps / other cloud-related, collaboration, communities of practice, dangers of the status quo, Daniel S. Christian, education, emerging technologies, engineering, future, game-changing environment, human-computer interaction (HCI), ideas, intelligent systems, law schools, leadership, legal technologies, legislatures / government / legal, lifelong learning, Natural Language Processing (NLP), online learning, pace of change, platforms, political science, professional development, reinvent, society, staying relevant, technologies for your home, technology (general), the downsides of how people use tech, tools, trends, United States, by Daniel Christian

Technology as Part of the Culture for Legal Professionals A Q&A with Daniel Christian — from campustechnology.com by Mary Grush and Daniel Christian

Excerpt (emphasis DSC):

Mary Grush: Why should new technologies be part of a legal education?

Daniel Christian: I think it’s a critical point because our society, at least in the United States — and many other countries as well — is being faced with a dramatic influx of emerging technologies. Whether we are talking about artificial intelligence, blockchain, Bitcoin, chatbots, facial recognition, natural language processing, big data, the Internet of Things, advanced robotics — any of dozens of new technologies — this is the environment that we are increasingly living in, and being impacted by, day to day.

It is so important for our nation that legal professionals — lawyers, judges, attorney generals, state representatives, and legislators among them — be up to speed as much as possible on the technologies that surround us: What are the issues their clients and constituents face? It’s important that legal professionals regularly pulse check the relevant landscapes to be sure that they are aware of the technologies that are coming down the pike. To help facilitate this habit, technology should be part of the culture for those who choose a career in law. (And what better time to help people start to build that habit than within the law schools of our nation?)

There is a real need for the legal realm to catch up with some of these emerging technologies, because right now, there aren’t many options for people to pursue. If the lawyers, and the legislators, and the judges don’t get up to speed, the “wild wests” out there will continue until they do.

The Age of AI: How Will In-house Law Departments Run in 10 Years? [Colombo]

On 09/07/2019, in 21st century, analytics, Artificial Intelligence/Agents/LLMs/and Related, bots, Cost of legal services - including access, emerging technologies, ideas, innovation, internet, law schools, legal technologies, legislatures / government / legal, society, by Daniel Christian

The Age of AI: How Will In-house Law Departments Run in 10 Years? — from accdocket.com by Elizabeth Colombo

Excerpt:

2029 may feel far away right now, but all of this makes me wonder what in-house law might look like in 10 years. What will in-house law be like in an age of artificial intelligence (AI)? This article will look at how in-house law may be different in 10 years, focusing largely on anticipated changes to contract review and negotiation, and the workplace.

Also see:
A Primer on Using Artificial Intelligence in the Legal Profession — from jolt.law.harvard.edu by Lauri Donahue (2018)

Excerpt (emphasis DSC):

How Are Lawyers Using AI?
Lawyers are already using AI to do things like reviewing documents during litigation and due diligence, analyzing contracts to determine whether they meet pre-determined criteria, performing legal research, and predicting case outcomes.

…
Document Review

Analyzing Contracts

Legal Research

Predicting Results
Lawyers are often called upon to predict the future: If I bring this case, how likely is it that I’ll win — and how much will it cost me? Should I settle this case (or take a plea), or take my chances at trial? More experienced lawyers are often better at making accurate predictions, because they have more years of data to work with.

However, no lawyer has complete knowledge of all the relevant data.

Because AI can access more of the relevant data, it can be better than lawyers at predicting the outcomes of legal disputes and proceedings, and thus helping clients make decisions. For example, a London law firm used data on the outcomes of 600 cases over 12 months to create a model for the viability of personal injury cases. Indeed, trained on 200 years of Supreme Court records, an AI is already better than many human experts at predicting SCOTUS decisions.

How to do strategic planning like a futurist — from hbr.org by Amy Webb

Excerpt:

Nice, linear timelines offer a certain amount of assurance: that events can be preordained, chaos can be contained, and success can be plotted and guaranteed. Of course, the real world we all inhabit is a lot messier. Regulatory actions or natural disasters are wholly outside of your control, while other factors — workforce development, operations, new product ideas — are subject to layers of decisions made throughout your organization. As all those variables collide, they shape the horizon.
…
Chief strategy officers and those responsible for choosing the direction of their organizations are often asked to facilitate “visioning” meetings. This helps teams brainstorm ideas, but it isn’t a substitute for critical thinking about the future. Neither are the one-, three-, or five-year strategic plans that have become a staple within most organizations, though they are useful for addressing short-term operational goals. Deep uncertainty merits deep questions, and the answers aren’t necessarily tied to a fixed date in the future. Where do you want to have impact? What it will take to achieve success? How will the organization evolve to meet challenges on the horizon? These are the kinds of deep, foundational questions that are best addressed with long-term planning.

What will happen when 28 billion devices are connected online? [fastcompany.com]

On 07/31/2019, in 21st century, 24x7x365 access, analytics, Artificial Intelligence/Agents/LLMs/and Related, bots, platforms, society, technology (general), tools, trends, United States, vendors, by Daniel Christian

What will happen when 28 billion devices are connected online? — from fastcompany.com
The Internet of Things is already well on its way. Here’s how it will impact our future.

Excerpt:

The Internet of Things (IoT) is the network that connects a staggering array of devices, from household appliances to factory machines. During a panel discussion at Cisco Live 2019 in June, two leading figures in IoT shared their thoughts on this rapidly evolving technology that has already transformed the world.

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, 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.”

Top 10 Digital Transformation Trends For 2020 –from forbes.com by Daniel Newman

Excerpt (emphasis DSC):

A faster WiFi for a faster world: Although WiFi 6 and 5G are completely different technologies, both will be bringing us much faster processing and wireless connection speeds in 2020. 5G and WiFi 6 working in concert will create the perfect end-to-end combination of ultra-fast connectivity for home and office. Expect download speeds up to 3x faster than were achievable with WiFi 5, but that isn’t the best measure of the new standard’s value. The real value of WiFi 6 will be its ability to extend faster data speeds to far more devices than WiFi 5 was able to manage.

Mary Meeker’s Internet Trends 2019 Report

On 06/12/2019, in analytics, Artificial Intelligence/Agents/LLMs/and Related, Asia, Australia, Canada, career development, cost of getting a degree, Cost of legal services - including access, Daniel S. Christian, data related items, education, education technology, emerging technologies, Europe, future of higher education, game-changing environment, health, higher education, human-computer interaction (HCI), India, innovation, intelligent systems, internet, IT in HE, law schools, learning ecosystem, Learning from the Living [Class] Room, marketing/social marketing, MBA, Microsoft, MOOCs -- Massive Open Online Courses, more voice more choice more control, multimedia, new business models, online learning, pace of change, platforms, social learning / networks, social media, society, storytelling, student-related, technologies for your home, technology (general), tools, trends, UK, Uncategorized, United States, vendors, voice recognition / voice enabled interfaces, web-based collaboration, workplace, by Daniel Christian

Excerpts:

From DSC:
That last one reminded me of why I think the Living from the Living [Class] Room vision is so powerful…

Are we there yet? Impactful technologies and the power to influence change — from campustechnology.com by Mary Grush and Ellen Wagner

Excerpt:

Learning analytics, augmented reality, artificial intelligence, and other new and emerging technologies seem poised to change the business of higher education — yet, we often hear comments like “We’re just not there yet…” or “This is a technology that is just too slow to adoption…” or other observations that make it clear that many people — including those with a high level of expertise in education technology — are thinking that the promise is not yet fulfilled. Here, CT talks with veteran education technology leader Ellen Wagner, to ask for her perspectives on the adoption of impactful technologies — in particular the factors in our leadership and development communities that have the power to influence change.

2019 Horizon Report Higher Education Edition

On 04/25/2019, in 21st century, A/V -- audio/visual, active learning, adjunct faculty, analytics, Artificial Intelligence/Agents/LLMs/and Related, blended learning, Blockchain, change, changing business models, colleges, community colleges, credentialing, curriculum, data related items, digital learning, distance education, education technology, educational games / serious games, emerging technologies, face-to-face, faculty, formal learning, future of higher education, higher education, hybrid learning, ideas, innovation, instructional design, intelligent systems, intelligent tutoring, internet, law schools, learning, learning agents, learning ecosystem, learning spaces, Mixed Reality (MR), mobile learning, new business models, online learning, personalized/customized learning, student-related, teaching & learning, teaching online, technologies for your home, technology (general), tools, trends, United States, user experience (UX), XR - extended reality, by Daniel Christian

The finalized 2019 Horizon Report Higher Education Edition (from library.educause.edu) was just released on 4/23/19.

Excerpt:

Key Trends Accelerating Technology Adoption in Higher Education:

Short-Term—Driving technology adoption in higher education for the next one to two years

Redesigning Learning Spaces
Blended Learning Designs

Mid-Term—Driving technology adoption in higher education for the next three to five years

Advancing Cultures of Innovation
Growing Focus on Measuring Learning

Long-Term—Driving technology adoption in higher education for five or more years

Rethinking How Institutions Work
Modularized and Disaggregated Degrees

Learning Ecosystems

Microsoft President: Democracy Is At Stake. Regulate Big Tech [Shahani]

Are we there yet? Impactful technologies and the power to influence change [Grush & Wagner]

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