Artificial Intelligence for Learning: How to use AI to Support Employee Development [Donald Clark]

So what is the book about? — from donaldclarkplanb.blogspot.com by Donald Clark; which discusses his book entitled, Artificial Intelligence for Learning: How to use AI to Support Employee Development

Excerpt:

AI changes everything. It changes how we work, shop, travel, entertain ourselves, socialize, deal with finance and healthcare. When online, AI mediates almost everything – Google, Google Scholar, YouTube, Facebook, Twitter, Instagram, TikTok, Amazon, Netflix. It would be bizarre to imagine that AI will have no role to play in learning – it already has.

Both informally and formally, AI is now embedded in many of the tools real learners use for online learning – we search for knowledge using AI (Google, Google Scholar), we search for practical knowledge using AI (YouTube), Duolingo for languages, and CPD is becoming common on social media, almost all mediated by AI. It is everywhere, just largely invisible. This book is partly about the role of AI in informal learning but it is largely about its existing and potential role in formal learning – in schools, Universities and the workplace. AI changes the world, so it changes why we learn, what we learn and how we learn.

Also see:

  • Abandon lectures: increase attendance, attitudes and attainment — from donaldclarkplanb.blogspot.com by Donald Clark
    Excerpt:
    The groups were taught a module in a physics course, in three one hour sessions in one week. In short; attendance increased, measured attitudes were better (students enjoyed the experience (90%) and thought that the whole course would be better if taught this way (77%)). More importantly students in the experimental group outperformed the control group, doing more than twice as well in assessment than the control group.
 

ROSS Chrome Extension For Legal Research — from artificiallawyer.com

Excerpt:

ROSS Intelligence, the legal research pioneer, has launched a free Chrome extension to find case law support for text found anywhere on the web.

In this latest AL TV Product Walk ThroughMaya Bielinski, Head of Product at ROSS, explains how it works and what its capabilities are in this 8-minute overview.

As Maya explains, all you have to do is highlight the text you are interested in, right click, and find decisions that express the concept you’ve searched.

The application uses ROSS’s Find Similar Language tool, which uses semantic search.

 

University Research: A Time of Disparate Change — from insidehighered.com by Peter Schiffer and Jay Walsh
During the pandemic, the research ecosystem has undergone a complex transformation, which will necessitate a multifaceted response

Excerpts:

At the present moment, however, roughly four months from when campuses were largely emptied across the United States, university scholars have vastly different experiences both behind them and ahead of them.

Each of these global shifts by themselves would be considered transformational to university research in a normal time. That they are happening during a global reckoning with the realities of racism, and along with the social upheaval of the pandemic, makes them all the more profound.

 

 

Team-based content creation/delivery | We need this & other paradigm shifts to help people survive & thrive [Christian]

From DSC:
If the first wave of the Coronavirus continues — and is joined by a second wave later this year or early next year — I think a more permanent, game-changing situation is inevitable. As such, now’s the time to change the paradigms that we’ve been operating under.

It’s time to move to *a team-based approach.* To build up the set of skills an organization needs to pivot and adapt — regardless of what comes their way.

Let’s stop asking one faculty member to do it all! Consider this:

  • Would you fly in a plane that was engineered/designed/built by one person?
  • Would you drive a car that was engineered/designed/built by one person?
  • Would you go into brain surgery with only one other person in the operating room?
  • Are you, like me, amazed at the long list of people (and their specialties) who contributed to a major motion picture?!? The credits go on for several minutes — even when moving at a fast pace! Would you watch a major motion picture that was written, acted, produced, directed by — and had all of the music, special effects, and audio-related work done by — only one person? 

With the move to online learning, one person can’t do it all anymore — at least not at the level that the newer generations are coming to expect. They have grown accustomed to amazing, team-based/built content and products.

Plus, newer generations are going to know and experience much more telehealth-related services…then much more telelegal-related services. They will come to experience/expect high-quality learning-related products and services that way as well. Going forward, there are too many skillsets required by the creation and production of high-quality, online-based learning — not to mention the continued hard work of staying up-to-date on the main subject matter expertise at hand.

So if the kind of perspective continues as found in this piece — SURVEY: Students say they shouldn’t have to pay full price for online classes — then colleges and universities would do well to invest money in new Research & Development efforts, in team-based content creation, and in reimagining what online-learning could act/be like. Same for the vendors out there. And faculty members would be wise to invest the time and energy it takes to be able to teach online as well as in a face-to-face setting. Not only are they more marketable once they’ve done this, but they are then also more prepared to find their place within an uncertain future.

All of this will likely be an expensive process. Also, greater collaboration will be needed within a department (as we can’t be building a course per professor) as well as between organizations.  Perhaps the use of consortiums will increase…I’m not sure.

Perhaps a new platform will develop — similar to what’s contained in this vision. Such a platform will feature content that was designed and built by a team. Such a learning-related platform will offer streams of highly-relevant content — while providing continuous, affordable, up-to-date, convenient, and very well done means of staying marketable/employed. 

We will likely be seeing this vision come to reality in the future.

For another paradigm shift, accreditation bodies/practices are going to have to also change, adapt, pivot, and help innovative ideas come to fruition. But that’s another posting for another day.

 

How the research on learning can drive change — from gettingsmart.com by Chris Sturgis

Excerpt (emphasis DSC):

#2 Learning results from the interplay of cognition, emotion, and motivation.
The brain does not clearly separate cognitive from emotional functioning so that optimal learning environments will engage both. It’s important that students feel safe if learning is to be optimized. When we are afraid, our amygdala becomes activated making it harder to learn. Do students feel valued? Relationships matter in creating a culture of inclusivity and belonging. Are schools designed so that teachers and professors have the opportunity to build strong relationships with students? Do students feel that the school and teachers want them to be successful? Do they have chances to receive feedback and revise or do grading practices simply judge them?

 

From DSC:
Two instances — plus a simmering question — instantly stand out in my mind when I read the above paragraph.

First instance:
It was years ago and I was working at a Fortune 500 company outside of Chicago. I was given the chance to learn how to program in one of the divisions of this company. I was in a conference room with my brand new boss. I had asked him a question about a piece of code, which clearly must have let him know I had some serious misunderstandings.

But instead of being patient, he grew increasingly frustrated at my lack of understanding. The madder he got, the worse my learning became. My focus shifted from processing the expected syntax of the code — and the content/instruction overall that he was trying to relay — to almost completely being concerned with his anger. My processing shut down and things deteriorated from there.

Second instance:
My mom was a classical piano teacher for decades. Though she was often loved by her students, she could be very tough, strong, and forceful. (This was true of several of my siblings’ music teachers as well.) Most of the time, she developed wonderful, strong relationships with the vast majority of her students, many of which came back to our house around Christmastime / New Year’s to visit with her (even long after “graduating”).

I mention that as background to a different context…when I observed my mom trying to teach one of my nieces how to do a math problem in the kitchen of our old house. Again, the teacher in this case kept getting increasingly frustrated, while the student kept shrinking back into their shell…trying to deflect the increasingly hot anger coming at them. The cognitive processing stopped. The amount of actual learning taking place quickly declined. I finally intervened to say that they should come back to this topic later on.

(The counselors/therapists out there would probably rightly connect these two scenarios for what was happening in my mind (i.e., not wanting to deal with the other person’s growing anger). But this applies to many more of us than just me, I’m afraid.)

A simmering question involving law schools and a common teaching method:
In law schools, one of the long-standing teaching methods is the Socratic Method.

Depending upon the professor and their teaching style, one student could be under intense pressure to address the facts, rules, the legal principles of a case, and much more. They often have to stand up in front of the class.

In those instances, I wonder how much capacity to actually process information gets instantly reduced within many of the students’ brains when they get the spotlight shown on them? Do the more introverted and/or less confident students start to sweat? Do their fear levels and heart rates increase? With the issue of having other students attempting to learn from this grilling aside, I wonder what happens to the amygdalas of the students that were called upon?

You can probably tell that I’m not a big fan of the Socratic Method IF it begins to involve too much emotion…too much anger or fear. Not good. The amount of learning taking place can be significantly impacted.

A professor, teacher, or trainer can’t know all of the underlying background, psychology, personality differences, emotional makeup, and experiences of each learner. But getting back to the article, I appreciate what the author was saying about the importance of establishing a SAFE learning environment. The more fear, anger, and a sense of being threatened or scared are involved, the less learning/processing can occur.

 

Healthy looks different on every body...and learning looks different with every mind.

 

From DSC:
On one hand:

Next-gen supercomputers are fast-tracking treatments for the coronavirus in a race against time  — from cnbc.com by Charlie Wood

Key points:

  • Scientists are using IBM’s Summit, the world’s fastest supercomputer, to help find promising candidate drugs to fight the coronavirus epidemic.
  • Using the computer’s muscle, researchers digitally simulated how 8,000 different molecules would interact with the virus.
  • The project was able to identify 77 candidate molecules that other researchers can now test in trials.
  • Supercomputing is also being used to tackle other major global issues, such as climate change.

On the other hand:

AI could help with the next pandemic—but not with this one — from technologyreview.comby Will Douglas Heaven
Some things need to change if we want AI to be useful next time, and you might not like them.

“The hype outstrips the reality. In fact, the narrative that has appeared in many news reports & breathless press releases—that AI is a powerful new weapon against diseases—is only partly true & risks becoming counterproductive.”

 

 

From DSC:
I’ll say it again, just because we can, doesn’t mean we should.

From the article below…we can see another unintended consequence is developing on society’s landscapes. I really wish the 20 and 30 somethings that are being hired by the big tech companies — especially at Amazon, Facebook, Google, Apple, and Microsoft — who are developing these things would ask themselves:

  • “Just because we can develop this system/software/application/etc., SHOULD we be developing it?”
  • What might the negative consequences be? 
  • Do the positive contributions outweigh the negative impacts…or not?

To colleges professors and teachers:
Please pass these thoughts onto your students now, so that this internal questioning/conversations begin to take place in K-16.


Report: Colleges Must Teach ‘Algorithm Literacy’ to Help Students Navigate Internet — from edsurge.com by Rebecca Koenig

Excerpt (emphasis DSC):

If the Ancient Mariner were sailing on the internet’s open seas, he might conclude there’s information everywhere, but nary a drop to drink.

That’s how many college students feel, anyway. A new report published this week about undergraduates’ impressions of internet algorithms reveals students are skeptical of and unnerved by tools that track their digital travels and serve them personalized content like advertisements and social media posts.

And some students feel like they’ve largely been left to navigate the internet’s murky waters alone, without adequate guidance from teachers and professors.

Researchers set out to learn “how aware students are about their information being manipulated, gathered and interacted with,” said Alison Head, founder and director of Project Information Literacy, in an interview with EdSurge. “Where does that awareness drop off?”

They found that many students not only have personal concerns about how algorithms compromise their own data privacy but also recognize the broader, possibly negative implications of tools that segment and customize search results and news feeds.

 

The Secret to Student Success? Teach Them How to Learn. — from edsurge.com by Patrice Bain

Excerpt:

Abby’s story is hardly unique. I often teach students who react with surprise when they do well in my class. “But I’ve never done well in history,” they say. This is almost always followed by a common, heartbreaking confession. “I’m not smart.” Every time I hear this, I am faced with the gut-wrenching realization that the student has internalized failure by age eleven. Yet every year I see these same students soar and complete the class with high grades.

This raises two questions for me: How can we turn eleven-year-olds who have internalized failure into students like Abby who retain information for years? And how can we teach that poor grades don’t indicate failure, but rather that we haven’t found the correct learning strategy?

Enter research.

 

Using a Research-Based Approach – It’s Up to Us  — from wcetfrontiers.org by Andria Schwegler

Excerpt (emphasis DSC):

This discrepancy suggests that perceptions are heavily influenced by idiosyncratic, personal experiences instead of by research.

Nearly a decade ago, a meta-analysis of studies comparing student learning in online, blended, and face-to-face contexts revealed no significant differences in learning across course modality (Means, Toyama, Murphy, Bakia, & Jones, 2010). Today, a growing body of research corroborates no significant differences exist (National Research Center for Distance Education and Technological Advancements, 2019). That some faculty attitudes are not aligned with this information suggests that concerns regarding course delivery are confounded with beliefs about course modality. Leveraging existing research on teaching and learning and conducting new research to address gaps can clarify how to address concerns with course delivery to facilitate students’ ability to meet learning outcomes instead of assuming course modality is the problem.

 

 

120 AI predictions for 2020 — from forbes.com by Gil Press

Excerpt:

As for the universe, it is an open book for the 120 senior executives featured here, all involved with AI, delivering 2020 predictions for a wide range of topics: Autonomous vehicles, deepfakes, small data, voice and natural language processing, human and augmented intelligence, bias and explainability, edge and IoT processing, and many promising applications of artificial intelligence and machine learning technologies and tools. And there will be even more 2020 AI predictions, in a second installment to be posted here later this month.

 

The Research is in: 2019 Education Research Highlights — edutopia.org by Youki Terada
Does doodling boost learning? Do attendance awards work? Do boys and girls process math the same way? Here’s a look at the big questions that researchers tackled this year.

Excerpt:

Every year brings new insights—and cautionary tales—about what works in education. 2019 is no different, as we learned that doodling may do more harm than good when it comes to remembering information. Attendance awards don’t work and can actually increase absences. And while we’ve known that school discipline tends to disproportionately harm students of color, a new study reveals a key reason why: Compared with their peers, black students tend to receive fewer warnings for misbehavior before being punished.

CUT THE ARTS AT YOUR OWN RISK, RESEARCHERS WARN
As arts programs continue to face the budget ax, a handful of new studies suggest that’s a grave mistake. The arts provide cognitive, academic, behavioral, and social benefits that go far beyond simply learning how to play music or perform scenes in a play.

In a major new study from Rice University involving 10,000 students in third through eighth grades, researchers determined that expanding a school’s arts programs improved writing scores, increased the students’ compassion for others, and reduced disciplinary infractions. The benefits of such programs may be especially pronounced for students who come from low-income families, according to a 10-year study of 30,000 students released in 2019.

Unexpectedly, another recent study found that artistic commitment—think of a budding violinist or passionate young thespian—can boost executive function skills like focus and working memory, linking the arts to a set of overlooked skills that are highly correlated to success in both academics and life.

Failing to identify and support students with learning disabilities early can have dire, long-term consequences. In a comprehensive 2019 analysis, researchers highlighted the need to provide interventions that align with critical phases of early brain development. In one startling example, reading interventions for children with learning disabilities were found to be twice as effective if delivered by the second grade instead of third grade.

 


Per RetrievalPractice.org:

Download ALL our free guides, research, and resources!

We’re here to make your life easier. In order to unleash the science of learning, we strive to make it easy to access and quick to implement.

That’s why we really want you to download everything from our library, including free practice guides, book club resources, research, and more.

 

6 reasons why higher education needs to be disrupted — from hbr.org by Tomas Chamorro-Premuzic and Becky Frankiewicz

In our view, until the entire higher educational system prioritizes the classroom over the research lab, it will be a challenge for this dynamic to change.

Excerpts:

  1. Employers need skills, not just knowledge or titles:
  2. Students want jobs, not knowledge or titles:
  3. Students are paying more and more to get less and less:
  4. Students have unrealistic expectations (understandably) about college:
  5. Many elite universities prioritize research, often at the expense of teaching:
  6. Instead of boosting meritocracy, universities reinforce inequality:

The fundamental question we see is this: If a university claims to be a top educational institution, shouldn’t it admit the people with the lowest test scores, and turn them into the leader of tomorrow (as opposed to admitting the people with the highest income and test scores, who would probably rule the world tomorrow regardless of those three or four years in college)?

From DSC:
My hat’s off to those who teach in those institutions who “open wide” the gates of entry!!! They are the professors who have to work their tails off to help their students. 

And shame on the elite institutions who continue to value research/grant $$ waaaaaay over teaching — all while charging more and more for less and less…and while many graduates students end up teaching a lot of the undergraduate students. Those graduate students most likely haven’t been taught how to teach either!

And what higher ed pays adjunct faculty members is a complete disgrace — while many coaches make millions of $’s. Full-time faculty members — and administrators/provosts/other members of leadership — who were suddenly put into the adjunct faculty member’s role/wages would be outraged and demand immediate change.

 

Everyday Media Literacy — from routledge.com by Sue Ellen Christian
An Analog Guide for Your Digital Life, 1st Edition

Description:

In this graphic guide to media literacy, award-winning educator Sue Ellen Christian offers students an accessible, informed and lively look at how they can consume and create media intentionally and critically.

The straight-talking textbook offers timely examples and relevant activities to equip students with the skills and knowledge they need to assess all media, including news and information. Through discussion prompts, writing exercises, key terms, online links and even origami, readers are provided with a framework from which to critically consume and create media in their everyday lives. Chapters examine news literacy, online activism, digital inequality, privacy, social media and identity, global media corporations and beyond, giving readers a nuanced understanding of the key concepts and concerns at the core of media literacy.

Concise, creative and curated, this book highlights the cultural, political and economic dynamics of media in our contemporary society, and how consumers can mindfully navigate their daily media use. Everyday Media Literacy is perfect for students (and educators) of media literacy, journalism, education and media effects looking to build their understanding in an engaging way.

 

My Favorite Book about Teaching and Learning is…33 Books to Inspire You! — from linkedin.com by Barbi Honeycutt

Excerpt:

…I recently posted this fill-in-the-blank question to all of my social media pages:

My favorite book about teaching and learning is ______________.

The response has been fantastic! Professors, instructors, teachers, educators, and faculty development professionals from a variety of disciplines from around the world responded with their favorite book about teaching and learning.

I’ve compiled the list and here are the 33 books recommended by colleagues throughout my network (many books were recommended more than once).

 
© 2024 | Daniel Christian