Guiding faculty into immersive environments — from campustechnology.com by David Raths
What’s the best way to get faculty to engage with emerging technologies and incorporate new learning spaces into their teaching? Five institutions share their experiences.

Guiding faculty into immersive environments -- by David Raths

Excerpt:

One of the biggest hurdles for universities has been the high cost of VR-enabled computers and headsets, and some executives say prices must continue to drop before we’ll see more widespread usage. But John Bowditch, director of the Game Research and Immersive Design Lab at Ohio University’s Scripps College of Communication, is already seeing promising developments on that front as he prepares to open a new 20-seat VR classroom. “Probably the best thing about VR in 2018 is that it is a lot more affordable now and that democratizes it,” he said. “We purchased a VR helmet 13 years ago, and it was $12,000 just for the headset. The machine that ran it cost about $20,000. That would be a nonstarter beyond purchasing just one or two. Today, you can get a VR-enabled laptop and headset for under $2,000. That makes it much easier to think about integrating it into classes.”

 

 

Colleges and universities face several hurdles in getting faculty to incorporate virtual reality or immersive experiences in their courses. For one, instructional designers, instructional technologists and directors of teaching and learning centers may not have access to these tools yet, and the budgets aren’t always there to get the labs off the ground, noted Daniel Christian, instructional services director at Western Michigan University‘s Cooley Law School. “Many faculty members’ job plates are already jam-packed — allowing little time to even look at emerging technologies,” he said. “Even if they wanted to experiment with such technologies and potential learning experiences, they don’t have the time to do so. Tight budgets are impacting this situation even further.”

 

 

 

 

Computing in the Camera — from blog.torch3d.com by Paul Reynolds
Mobile AR, with its ubiquitous camera, is set to transform what and how human experience designers create.

One of the points Allison [Woods, CEO, Camera IQ] made repeatedly on that call (and in this wonderful blog post of the same time period) was that the camera is going to be at the center of computing going forward, an indispensable element. Spatial computing could not exist without it. Simple, obvious, straightforward, but not earth shaking. We all heard what she had to say, but I don’t think any of us really understood just how profound or prophetic that statement turned out to be.

 

“[T]he camera will bring the internet and the real world into a single time and space.”

— Allison Woods, CEO, Camera IQ

 

 

The Camera As Platform — from shift.newco.co by Allison Wood
When the operating system moves to the viewfinder, the world will literally change

“Every day two billion people carry around an optical data input device — the smartphone Camera — connected to supercomputers and informed by massive amounts of data that can have nearly limitless context, position, recognition and direction to accomplish tasks.”

– Jacob Mullins, Shasta Ventures

 

 

 

The State Of The ARt At AWE 18 — from forbes.com by Charlie Fink

Excerpt:

The bigger story, however, is how fast the enterprise segment is growing as applications as straightforward as schematics on a head-mounted monocular microdisplay are transforming manufacturing, assembly, and warehousing. Use cases abounded.

After traveling the country and most recently to Europe, I’ve now experienced almost every major VR/AR/MR/XR related conference out there. AWE’s exhibit area was by far the largest display of VR and AR companies to date (with the exception of CES).

 

AR is being used to identify features and parts within cars

 

 

 

 

Student Learning and Virtual Reality: The Embodied Experience — from er.educause.edu by Jaime Hannans, Jill Leafstedt and Talya Drescher

Excerpts:

Specifically, we explored the potential for how virtual reality can help create a more empathetic nurse, which, we hypothesize, will lead to increased development of nursing students’ knowledge, skills, and attitudes. We aim to integrate these virtual experiences into early program coursework, with the intent of changing nursing behavior by providing a deeper understanding of the patient’s perspective during clinical interactions.

In addition to these compelling student reflections and the nearly immediate change in reporting practice, survey findings show that students unanimously felt that this type of patient-perspective VR experience should be integrated and become a staple of the nursing curriculum. Seeing, hearing, and feeling these moments results in significant and memorable learning experiences compared to traditional classroom learning alone. The potential that this type of immersive experience can have in the field of nursing and beyond is only limited by the imagination and creation of other virtual experiences to explore. We look forward to continued exploration of the impact of VR on student learning and to establishing ongoing partnerships with developers.

 

Also see:

 

 

 

Reimagining the Higher Education Ecosystem — from edu2030.agorize.com
How might we empower people to design their own learning journeys so they can lead purposeful and economically stable lives?

Excerpts:

The problem
Technology is rapidly transforming the way we live, learn, and work. Entirely new jobs are emerging as others are lost to automation. People are living longer, yet switching jobs more often. These dramatic shifts call for a reimagining of the way we prepare for work and life—specifically, how we learn new skills and adapt to a changing economic landscape.

The changes ahead are likely to hurt most those who can least afford to manage them: low-income and first generation learners already ill-served by our existing postsecondary education system. Our current system stifles economic mobility and widens income and achievement gaps; we must act now to ensure that we have an educational ecosystem flexible and fair enough to help all people live purposeful and economically stable lives. And if we are to design solutions proportionate to this problem, new technologies must be called on to scale approaches that reach the millions of vulnerable people across the country.

 

The challenge
How might we empower people to design their own learning journeys so they can lead purposeful and economically stable lives?

The Challenge—Reimagining the Higher Education Ecosystem—seeks bold ideas for how our postsecondary education system could be reimagined to foster equity and encourage learner agency and resilience. We seek specific pilots to move us toward a future in which all learners can achieve economic stability and lead purposeful lives. This Challenge invites participants to articulate a vision and then design pilot projects for a future ecosystem that has the following characteristics:

Expands access: The educational system must ensure that all people—including low-income learners who are disproportionately underserved by the current higher education system—can leverage education to live meaningful and economically stable lives.

Draws on a broad postsecondary ecosystem: While college and universities play a vital role in educating students, there is a much larger ecosystem in which students learn. This ecosystem includes non-traditional “classes” or alternative learning providers, such as MOOCs, bootcamps, and online courses as well as on-the-job training and informal learning. Our future learning system must value the learning that happens in many different environments and enable seamless transitions between learning, work, and life.

 

From DSC:
This is where I could see a vision similar to Learning from the Living [Class] Room come into play. It would provide a highly affordable, accessible platform, that would offer more choice, and more control to learners of all ages. It would be available 24×7 and would be a platform that supports lifelong learning. It would combine a variety of AI-enabled functionalities with human expertise, teaching, training, motivation, and creativity.

It could be that what comes out of this challenge will lay the groundwork for a future, massive new learning platform.

 

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

 

Also see:

 

What teaching that lifts all students could look like — from kqed.org by Kristina Rizga

An initial comment from DSC:
I recently ran across this article. Although it’s from 12/24/15, it has some really solid points and strategies in it. Definitely worth a read if you are a teacher or even a parent with school age kids.

Excerpts (emphasis DSC):

…his comments in class about the substance of her ideas, his feedback on her writing, the enthusiasm in his voice when he discussed her thinking. Over the course of a year, that proof solidified into a confidence that couldn’t be easily shaken anymore. It was that pride in her intellect that gave her the fortitude and resilience to cut through many racial stereotypes and negative myths as she made her way through high school and then Boston University.

For McKamey, the most important value driving her teaching and coaching is her conviction that being a good teacher means hearing, seeing, and succeeding with all students—regardless of how far a student is from the teacher’s preconceived notions of what it means to be ready to learn. When teachers are driven by a belief that all of their students can learn, they are able to respond to the complexity of their students’ needs and to adjust if something is not working for a particular individual or group of students.

 

 

The best way to improve teaching and reduce the achievement gaps, McKamey argues, is to allow teachers to act as school-based researchers and leaders, justifying classroom reforms based on the broad range of performance markers of their students: daily grades, the quality of student work and the rate of its production, engagement, effort, attendance, and student comments. That means planning units together and then spending a lot of time analyzing the iterative work the students produce. This process teaches educators to recognize that there are no standard individuals, and there are as many learning trajectories as there are people. 

 

 

 

From DSC:
Low-stakes formative assessments offer enormous benefits and should be used extensively throughout K-12, higher education, L&D/corporate universities, in law schools, medical schools, dental schools, and more. 

Below are my notes from the following article – with the provided emphasis/bolding/highlighting via colors, etc. coming from me:

Duhart, Olympia. “The “F” Word: The Top Five Complaints (and Solutions) About Formative Assessment.” Journal of Legal Education, vol. 67, no. 2 (winter 2018), pp. 531-49. <– with thanks to Emily Horvath, Director of Academic Services & Associate Professor, WMU-Cooley Law School

 


 

“No one gets behind the wheel of a car for the first time on the day of the DMV road test. People know that practice counts.” (p. 531)

“Yet many law professors abandon this common-sense principle when it comes to teaching law students. Instead of providing multiple opportunities for practice with plenty of space to fail, adjust, and improve, many law school professors place almost everything on a single high-stakes test at the end of the semester.” (p. 531)

 

“The benefits of formative assessment are supported by cognitive science, learning theory, legal education experts, and common sense. An exhaustive review of the literature on formative assessment in various schools settings has shown that it consistently improves academic performance.” (p. 544)

 

ABA’s new formative assessment standards (see pg 23)
An emphasis on formative assessments, not just a mid-term and/or a final exam – which are typically called “summative assessments.”

“The reliance on a single high-stakes exam at the end of the semester is comparable to taking the student driver straight to the DMV without spending any time practicing behind the wheel of a car. In contrast, formative assessment focuses on a feedback loop. It provides critical information to both the students and instructor about student learning.” (p. 533)

“Now a combination of external pressure and a renewed focus on developing self-regulated lawyers has brought formative assessment front and center for law schools.” (p. 533)

“In fall 2016, the ABA implemented new standards that require the use of formative assessment in law schools. Standard 314 explicitly requires law schools to use both formative and summative assessment to “’measure and improve’ student learning.” (pgs. 533-534)

 

Standard 314. ASSESSMENT OF STUDENT LEARNING
A law school shall utilize both formative and summative assessment methods in its curriculum to measure and improve student learning and provide meaningful feedback to students.

 Interpretation 314-1
Formative assessment methods are measurements at different points during a particular course or at different points over the span of a student’s education that provide meaningful feedback to improve student learning. Summative assessment methods are measurements at the culmination of a particular course or at the culmination of any part of a student’s legal education that measure the degree of student learning.

 Interpretation 314-2

A law school need not apply multiple assessment methods in any particular course. Assessment methods are likely to be different from school to school. Law schools are not required by Standard 314 to use any particular assessment method.

 


From DSC:
Formative assessments use tests as a learning tool/strategy. They help identify gaps in students’ understanding and can help the instructor adjust their teaching methods/ideas on a particular topic. What are the learners getting? What are they not getting? These types of assessments are especially important in the learning experiences of students in their first year of law school.  All students need feedback, and these assessments can help give them feedback as to how they are doing.

Practice. Repetition. Feedback.  <– all key elements in providing a solid learning experience!


 

“…effective assessment practices are linked to the development of effective lawyers.” (pg. 535)

Low-risk formative assessment give students multiple opportunities to make mistakes and actively engage with the material they are learning.” (p. 537)

Formative assessments force the students to practice recall. This is very helpful in terms of helping students actually remember the information. The spaced out practice of forcing recall – no matter how much the struggle of recalling it – aids in retaining information and moving items into longer-term memory. (See Make It Stick: The Science of Successful Learning by Peter C. Brown, Henry L. Roediger III, & Mark A. McDaniel). In fact, according to this book’s authors, the more the struggle in recalling the information, the greater the learning.

Formative assessments can help students own their own learning. Self-regulation. Provide opportunities for students to practice meta-cognition – i.e., thinking about their thinking.

“Lawyers need to be experts at self-regulated learning.” (p. 541)

The use of numerous, low-stakes quizzes and more opportunities for feedback reduces test anxiety and can help with the mental health of students. Can reduce depression and help build a community of learners. (p. 542)

“Millennials prefer interactive learning opportunities, regular assessments, and immediate feedback.” (p. 544)

 


Ideas:


  • As a professor, you don’t have to manually grade every formative assessment. Technology can help you out big time. Consider building a test bank of multiple-choice questions and then drawing upon them to build a series of formative assessments. Have the technology grade the exams for you.
    • Digital quizzes using Blackboard Learn, Canvas, etc.
    • Tools like Socrative
  • Alternatively, have the students grade each other’s work or their own work. Formative assessments don’t have to be graded or count towards a grade. The keys are in learners practicing their recall, checking their own understanding, and, for the faculty member, perhaps pointing out the need to re-address something and/or to experiment with one’s teaching methods.
  • Consider the use of rubrics to help make formative assessments more efficient. Rubrics can relay the expectations of the instructors on any given assignment/assessment. Rubrics can also help TA’s grade items or even the students in grading each other’s items.
  • Formative assessments don’t have to be a quiz/test per se. They can be games, presentations, collaborations with each other.

 


For further insights on this topic (and more) from Northwestern University, see:

New ABA Requirements Bring Changes to Law School Classrooms, Creating Opportunity, and Chaos –from blog.northwesternlaw.review by Jacob Wentzel

Excerpt:

Unbeknownst to many students J.D. and L.L.M. students, our classroom experiences are embarking upon a long-term path toward what could be significant changes as a trio of ABA requirements for law schools nationwide begin to take effect.

The requirements are Standards 302, 314, and 315 , each of which defines a new type of requirement: learning outcomes (302), assessments (314), and global evaluations of these (315). According to Christopher M. Martin, Assistant Dean and Clinical Assistant Professor at Northwestern Pritzker School of Law, these standards take after similar ones that the Department of Education rolled out for undergraduate universities years ago. In theory, they seek to help law schools improve their effectiveness by, among other things, telling students what they should be learning and tracking students’ progress throughout the semester. Indeed, as a law student, it often feels like you lose the forest for the trees, imbibing immense quantities of information without grasping the bigger picture, let alone the skills the legal profession demands.

By contrast, formative assessment is about assessing students “at different points during a particular course,” precisely when many courses typically do not. Formative assessments are also about generating information and ideas about what professors do in the classroom. Such assessment methods include quizzes, midterms, drafts, rubrics, and more. Again, professors are not required to show students the results of such assessments, but must maintain and collect the data for institutional purposes—to help law schools track how students are learning material during the semester and to make long-term improvements.

 

And/or see a Google query on “ABA new formative assessment standards”

 

 

 

The World Will Be Painted With Data — from forbes.com by Charlie Fink

Excerpt:

The world is about to be painted with data. Every place. Every person. Every thing. In the near term this invisible digital layer will be revealed by the camera in your phone, but in the long term it will be incorporated into a wearable device, likely a head-mounted display (HMD) integrating phone, audio, and AI assistants. Users will control the system with a combination of voice, gesture and ring controller. Workers in factories use monocular displays to do this now, but it’s going to be quite some time before this benefits consumers. While this coming augmentation of man represents an evolutionary turning point, it’s adoption will resemble that of the personal computer, which took at least fifteen years. Mobile AR, on the other hand, is here now, and in a billion Android and Apple smartphones, which are about to get a lot better. Thanks to AR, we can start building the world’s digital layer for the smartphone, right now, without waiting for HMDs to unlock the benefits of an AR-enabled world.

 

 

 

12 hot augmented reality ideas for your business — from information-age.com
Augmented reality is one of the most exciting technologies that made its way into the mass market in the recent years.

Excerpt:

In this article we will tell you about other ways to use this technology in a mobile app except for gaming and give you some augmented reality business ideas.

 

 

 

 

 

Google Maps is getting augmented reality directions and recommendation features — from theverge.com by Chaim Gartenberg
Plus, the ability to vote on restaurants with friends

Excerpt:

The new AR features combine Google’s existing Street View and Maps data with a live feed from your phone’s camera to overlay walking directions on top of the real world and help you figure out which way you need to go.

 

 

 

VR Travel: Virtual Reality Can Show You The World — from appreal-vr.com by Yariv Levski

Excerpt:

The VR travel industry may be in its infancy, but if you expect to see baby steps leading to market adoption, think again. Digital travel sales are expected to reach $198 billion this year, with virtual reality travel apps and VR tours capturing a good share of market revenue.

Of course, this should come as no surprise. Consumers increasingly turn to digital media when planning aspects of their lives, from recreational activities to retirement. Because VR has the power to engage travelers like no other technology can do, it is a natural step in the evolution of the travel industry. It is also likely to disrupt travel planning as we know it.

In this article, we will explore VR travel technology, and what it means for business in 2018.

 

 

From Inside VR & AR

HP Inc. is teaming up with DiSTI to create VR training programs for enterprise customers. DiSTI is a platform for user interface software and custom 3D training solutions. The companies are partnering to create maintenance and operations training in VR for vehicle, aircraft and industrial equipment systems. DiSTI’s new VE Studio software lets customers develop their own virtual training applications or have DiSTI and HP professional services teams assist in designing and building the program. — TECHRADAR

 

 

 

HP and DiSTI to enhance enterprise training through VR solutions — from techradar.com by Nick Rego
Global alliance will combine HP’s VR solutions with DiSTI’s advanced development platform

Excerpt:

HP Inc. today announced an alliance with the DiSTI Corporation, a leading global provider of VR and advanced human machine interface development solutions, to address the growing demand for high-impact, cost-effective VR training.

The two companies will work together to develop unique VR training solutions for enterprise customers, with a specific focus on maintenance and operations training for complex systems such as vehicle, aircraft and industrial equipment.

 

 


Addendum:


  • Why 360 Video and Virtual Reality Matters and 5 Great Ways To Use It — from  mediamerse.com
    Excerpt:

    It’s a different approach to storytelling: Just as standard video is a step up from photography in terms of immersiveness, 360 video and VR amp this up considerably further. Controlling what’s in the frame and editing to hone in on the elements of the picture that we’d like the viewer to focus on is somewhat ‘easy’ with photography. With moving pictures (video), this is harder but with the right use of the camera, it’s still easy to direct the viewer’s attention to the elements of the narrative we’d like to highlight.Since 360 and VR allow the user to essentially take control of the camera, content creators have a lot less control in terms of capturing attention. This has its upsides too though…360 video and particularly VR provide for a very rich sensory environment that standard video just can’t match.

 

 

 

 

“Retrieval practice” is a learning strategy where we focus on getting information out. Through the act of retrieval, or calling information to mind, our memory for that information is strengthened and forgetting is less likely to occur. Retrieval practice is a powerful tool for improving learning without more technology, money, or class time.

On this website (and in our free Retrieval Practice Guide), we discuss how to use retrieval practice to improve learning. Established by nearly 100 years of research, retrieval practice is a simple and powerful technique to transform teaching and learning.

In order to improve learning, we must approach it through a new lens – let’s focus not on getting information “in,” but on getting information “out.”

 

 

What is retrieval practice?
Retrieval practice is a strategy in which bringing information to mind enhances and boosts learning. Deliberately recalling information forces us to pull our knowledge “out” and examine what we know.

For instance, recalling an answer to a science question improves learning to a greater extent than looking up the answer in a textbook. And having to actually recall and write down an answer to a flashcard improves learning more than thinking that you know the answer and flipping the card over prematurely.

Often, we think we’ve learned some piece of information, but we come to realize we struggle when we try to recall the answer. It’s precisely this “struggle” or challenge that improves our memory and learning – by trying to recall information, we exercise or strengthen our memory, and we can also identify gaps in our learning.

Note that cognitive scientists used to refer to retrieval practice as “the testing effect.” Prior research examined the fascinating finding that tests (or short quizzes) dramatically improve learning. More recently, researchers have demonstrated that more than simply tests and quizzes improve learning: flashcards, practice problems, writing prompts, etc. are also powerful tools for improving learning. 

Whether this powerful strategy is called retrieval practice or the testing effect, it is important to keep in mind that the act of pulling information “out” from our minds dramatically improves learning, not the tests themselves. In other words retrieval is the active process we engage in to boost learning; tests and quizzes are merely methods to promote retrieval.

 

 

Also on that site:

 

 

Learn more about this valuable book with our:

 

 

Also on that site:

 

 

Excerpt from the Interleaved Mathematics Practice guide (on page 8 of 13):

Interleaved practice gives students a chance to choose a strategy.
When practice problems are arranged so that consecutive problems cannot be solved by the same strategy, students are forced to choose a strategy on the basis of the problem itself. This gives students a chance to both choose and use a strategy.

Interleaved practice works.
In several randomized control studies, students who received mostly interleaved practice scored higher on a final test than did students who received mostly blocked practice.

 

 

 



From DSC:
Speaking of resources regarding learning…why don’t we have posters in all of our schools, colleges, community colleges, universities, vocational training centers, etc. that talk about the most effective strategies to learn about new things?



 

 

 

 

 

Google’s robot assistant now makes eerily lifelike phone calls for you — from theguardian.com by Olivia Solon
Google Duplex contacts hair salon and restaurant in demo, adding ‘er’ and ‘mmm-hmm’ so listeners think it’s human

Excerpt:

Google’s virtual assistant can now make phone calls on your behalf to schedule appointments, make reservations in restaurants and get holiday hours.

The robotic assistant uses a very natural speech pattern that includes hesitations and affirmations such as “er” and “mmm-hmm” so that it is extremely difficult to distinguish from an actual human phone call.

The unsettling feature, which will be available to the public later this year, is enabled by a technology called Google Duplex, which can carry out “real world” tasks on the phone, without the other person realising they are talking to a machine. The assistant refers to the person’s calendar to find a suitable time slot and then notifies the user when an appointment is scheduled.

 

 

Google employees quit over the company’s military AI project — from thenextweb.com by Tristan Greene

Excerpt:

About a dozen Google employees reportedly left the company over its insistence on developing AI for the US military through a program called Project Maven. Meanwhile 4,000 others signed a petition demanding the company stop.

It looks like there’s some internal confusion over whether the company’s “Don’t Be Evil” motto covers making machine learning systems to aid warfare.

 

 

 

The link between big tech and defense work — from wired.com by Nitasha Tiku

Except:

FOR MONTHS, A growing faction of Google employees has tried to force the company to drop out of a controversial military program called Project Maven. More than 4,000 employees, including dozens of senior engineers, have signed a petition asking Google to cancel the contract. Last week, Gizmodo reported that a dozen employees resigned over the project. “There are a bunch more waiting for job offers (like me) before we do so,” one engineer says. On Friday, employees communicating through an internal mailing list discussed refusing to interview job candidates in order to slow the project’s progress.

Other tech giants have recently secured high-profile contracts to build technology for defense, military, and intelligence agencies. In March, Amazon expanded its newly launched “Secret Region” cloud services supporting top-secret work for the Department of Defense. The same week that news broke of the Google resignations, Bloomberg reported that Microsoft locked down a deal with intelligence agencies. But there’s little sign of the same kind of rebellion among Amazon and Microsoft workers.

 

 

Amazon urged not to sell facial recognition tool to police — from wpxi.com by Gene Johnson

Excerpt:

Facebook SEATTLE (AP) – The American Civil Liberties Union and other privacy advocates are asking Amazon to stop marketing a powerful facial recognition tool to police, saying law enforcement agencies could use the technology to “easily build a system to automate the identification and tracking of anyone.”

The tool, called Rekognition, is already being used by at least one agency – the Washington County Sheriff’s Office in Oregon – to check photographs of unidentified suspects against a database of mug shots from the county jail, which is a common use of such technology around the country.

 

 

From DSC:
Google’s C-Suite — as well as the C-Suites at Microsoft, Amazon, and other companies — needs to be very careful these days, as they could end up losing the support/patronage of a lot of people — including more of their own employees. It’s not an easy task to know how best to build and use technologies in order to make the world a better place…to create a dream vs. a nightmare for our future. But just because we can build something, doesn’t mean we should.

 

 

The Complete Guide to Conversational Commerce | Everything you need to know. — from chatbotsmagazine.com by Matt Schlicht

Excerpt:

What is conversational commerce? Why is it such a big opportunity? How does it work? What does the future look like? How can I get started? These are the questions I’m going to answer for you right now.

The guide covers:

  • An introduction to conversational commerce.
  • Why conversational commerce is such a big opportunity.
  • Complete breakdown of how conversational commerce works.
  • Extensive examples of conversational commerce using chatbots and voicebots.
  • How artificial intelligence impacts conversational commerce.
  • What the future of conversational commerce will look like.

 

Definition: Conversational commerce is an automated technology, powered by rules and sometimes artificial intelligence, that enables online shoppers and brands to interact with one another via chat and voice interfaces.

 

 

 

Notes from the AI frontier: Applications and value of deep learning — from mckinsey.com by Michael Chui, James Manyika, Mehdi Miremadi, Nicolaus Henke, Rita Chung, Pieter Nel, and Sankalp Malhotra

Excerpt:

Artificial intelligence (AI) stands out as a transformational technology of our digital age—and its practical application throughout the economy is growing apace. For this briefing, Notes from the AI frontier: Insights from hundreds of use cases (PDF–446KB), we mapped both traditional analytics and newer “deep learning” techniques and the problems they can solve to more than 400 specific use cases in companies and organizations. Drawing on McKinsey Global Institute research and the applied experience with AI of McKinsey Analytics, we assess both the practical applications and the economic potential of advanced AI techniques across industries and business functions. Our findings highlight the substantial potential of applying deep learning techniques to use cases across the economy, but we also see some continuing limitations and obstacles—along with future opportunities as the technologies continue their advance. Ultimately, the value of AI is not to be found in the models themselves, but in companies’ abilities to harness them.

It is important to highlight that, even as we see economic potential in the use of AI techniques, the use of data must always take into account concerns including data security, privacy, and potential issues of bias.

  1. Mapping AI techniques to problem types
  2. Insights from use cases
  3. Sizing the potential value of AI
  4. The road to impact and value

 

 

 

AI for Good — from re-work.co by Ali Shah, Head of Emerging Technology and Strategic Direction – BBC

 

 

 

Algorithms are making the same mistakes assessing credit scores that humans did a century ago — from qz.com by Rachel O’Dwyer

 

 

 

 

Are you telling stories in the classroom? — from teaching.berkeley.edu by Melanie Green

Excerpts:

Stories can make a subject accessible and even interesting… [Storytelling] can provide value, turn something abstract or obscure into something concrete.

Stories:

  • make a subject relatable and accessible to students
  • can pique interest, or demonstrate relevance, in a subject that students usually dislike, or worse, find mind-numbing
  • build meaning-making (there’s that word again), helping students to recall the information later
  • forge, or repave, paths to material that students already thought they knew, making way for new perspectives, connections, and experiences to develop through someone else’s story
  • make a subject approachable

 

From DSC:
The Master Teacher also used stories (parables) to teach people:

 

 

 

If our Creator/Designer did so, I think we should take a serious look at doing so as well.

 

 

 

 

Educause Releases 2018 Horizon Report Preview — from campustechnology.com by Rhea Kelly

Excerpt:

After acquiring the rights to the New Media Consortium’s Horizon project earlier this year, Educause has now published a preview of the 2018 Higher Education Edition of the Horizon Report — research that was in progress at the time of NMC’s sudden dissolution. The report covers the key technology trends, challenges and developments expected to impact higher ed in the short-, mid- and long-term future.

 

Also see:

 

 

 

Looking for something?

Use the form below to search the site:

Still not finding what you're looking for? Drop a comment on a post or contact us so we can take care of it!

© 2018 | Daniel Christian