AI Conversations: Enabling Smarter, More Efficient Healthcare — from cio.com

Excerpt:

Healthcare providers face a wide range of critical challenges in delivering quality healthcare while containing rising costs. Many forward-looking providers are using artificial intelligence to streamline workflows, improve diagnostics, personalize medicine and reduce the length of hospital stays.

 

The Dice Q3 Tech Job Report Tech Hiring and COVID-19: What You Need to Know

The Dice Q3 Tech Job Report: Tech Hiring and COVID-19: What You Need to Know — from techhub.dice.com
The report, issued quarterly by Dice, provides exclusive statistics and analysis on the tech hiring landscape, including top cities and states, top employers and the most sought-after skills and occupations.

From DSC:
One can quickly see how valuable this information would be as a data feed into an AI-based, next-generation learning platform.

The platform would connect the marketable skills with the courses, websites, blogs, RSS feeds/streams of content, etc. that would help a learner quickly and affordably build such in-demand skills. Given the shortening half-lives of many kinds of information, such a service is needed desperately…especially now with the impact of the Coronavirus.

Also relevant: See how ISTE built its upcoming virtual event!

 

Temperament-Inclusive Pedagogy: Helping Introverted and Extraverted Students Thrive in a Changing Educational Landscape — from onlinelearningconsortium.org by Mary R. Fry

Excerpt (emphasis DSC):

So how do we take these different approaches to learning into account and foster a classroom environment that is more inclusive of the needs of both extraverts and introverts? Let’s first distinguish between how extraverts and introverts most prefer to learn, and then discuss ways to meet the needs of both. Extraverts tend to learn through active and social engagement with the material (group work, interactive learning experiences, performing and discussing). Verbalizing typically helps extraverts to think through their ideas and to foster new ones. They often think quickly on their feet and welcome working in large groups. It can be challenging for extraverts to generate ideas in isolation (talking through ideas is often needed) and thus working on solitary projects and writing can be challenging.

In contrast, introverts thrive with solitary/independent work and typically need this time to sort through what they are learning before they can formulate their thoughts and articulate their perspectives. Introverted learners often dislike group work (or at least the group sizes and structures that are often used in the classroom (more on this in a moment)) and find their voice drowned out in synchronous discussions as they don’t typically think as fast as their extroverted counterparts and don’t often speak until they feel they have something carefully thought out to share. Introverted learners are often quite content, and can remain attentive, through longer lectures and presentations and prefer engaging with the material in a more interactive way only after a pause or break.

From DSC:
Could/would a next-generation learning platform that has some Artificial Intelligence (AI) features baked into it — working in conjunction with a cloud-based learner profile — be of assistance here?

That is, maybe a learner could self-select the type of learning that they are: introverted or extroverted. Or perhaps they could use a sliding scaled to mix learning activities up to a certain degree. Or perhaps if one wasn’t sure of their preferences, they could ask the AI-backed system to scan for how much time they spent doing learning activities X, Y, and Z versus learning activities A, B, and C…then AI could offer up activities that meet a learner’s preferences.

(By the way, I love the idea of the “think-ink-pair-share” — to address both extroverted and introverted learners. This can be done digitally/virtually as well as in a face-to-face setting.)

All of this would further assist in helping build an enjoyment of learning. And wouldn’t that be nice? Now that we all need to learn for 40, 50, 60, 70, or even 80 years of our lives?

The 60-Year Curriculum: A Strategic Response to a Crisis

 

“Especially given that these systems replicate and amplify the harms of structural racism and historical discrimination, which fall predominantly on Black, brown, and poor communities.”

From DSC:
Some serious fodder for thought in this article. I’d like to see
#computerscience students and faculty members debate and/or weigh in on this type of topic.

 

From DSC:
Many people talk about engagement when they discuss learning, and with good reason. It seems to me that what they are really getting at is the topic of getting and maintaining someone’s *attention.* Attention is the gatekeeper to further learning. I wonder if some of the next generation learning platforms that employ some level of Artificial Intelligence (AI)-enabled features, will look to a learner’s preferences (as stored in their cloud-based learner’s profile) in order to help gain/maintain such attention.

And this also helps explain why allowing more learner agency — i.e., more choice, more control — in pursuing their own interests and passions really helps: A motivated learner is paying closer attention to what’s going on.

 

Attention is the gatekeeper to further learning.

 

 

From DSC:
And along these lines, that’s one of the key reasons I’d like to see more involvement from the Theatre Departments, Computer Science Departments, and from those involved with creative writing across the land — in terms of helping develop content for remote and online-based education. Actors, actresses, set designers, costumer designers, audio/video editors, programmers/software developers, and more who could collaborate on these kinds of ideas.

Last comment on this. I don’t mean that we should present our classes like many advertisements do (i.e., running a thousand images by me within 30 seconds). But changing things up periodically — both visually and audibly —  can help regain/reset your students’ attentions.

 

Baker McKenzie’s New AI Project: Knowing What Clients Want, Before They Do — from law.com by Victoria Hudgins
Baker McKenzie announced it’s collaborating with an AI technology developer to help it predict clients’ future needs. While the software may have less-than-perfect accuracy, lawyers still see a significant benefit.

Excerpt:

Baker McKenzie is betting on AI-powered analytics to help evolve its legal services. The firm on Monday launched its global innovation arm Reinvent in collaboration with software developer SparkBeyond. Through Reinvent, Baker McKenzie will leverage SparkBeyond’s AI technology and a host of firm and third-party data to predict what services clients will need, and the unseen drivers of client demand.

The software will use data it collected from the firm’s previous and current matters, as well as data from third-party sources that provide news, economic and census information, to generate predictions of future risks for a client. The risks are ranked based on their likelihood.

 
 

From DSC:
Who needs to be discussing/debating “The Social Dilemma” movie? Whether one agrees with the perspectives put forth therein or not, the discussion boards out there should be lighting up in the undergraduate areas of Computer Science (especially Programming), Engineering, Business, Economics, Mathematics, Statistics, Philosophy, Religion, Political Science, Sociology, and perhaps other disciplines as well. 

To those starting out the relevant careers here…just because we can, doesn’t mean we should. Ask yourself not whether something CAN be developed, but *whether it SHOULD be developed* and what the potential implications of a technology/invention/etc. might be. I’m not aiming to take a position here. Rather, I’m trying to promote some serious reflection for those developing our new, emerging technologies and our new products/services out there.

Who needs to be discussing/debating The Social Dilemna movie?

 

 

NVIDIA Virtual Meetings AI Tech — from theawesomer.com
With the increased need for video calls these days, those with low-bandwidth connections may experience poor video quality. This tech being developed at NVIDIA dramatically reduces bandwidth needs by sending a fixed image, then using an AI-controlled avatar to track and replicate their facial movements in real-time.

 

The pandemic pushed universities online. The change was long overdue. — from hbr-org.cdn.ampproject.org by Sean Gallagher and Jason Palmer; with thanks to Mike Mathews for his posting on LinkedIn re: this item

Excerpt:

A number of elite institutions — such as Princeton University, Williams College, Spelman College, and American University — have substantially discounted tuition for their fully online experience in an historically unprecedented fashion, highlighting pricing pressures and opening up Pandora’s box. This comes after a decade of growth in postsecondary alternatives, including “massively open online courses” (MOOCs), industry-driven certification programs, and coding bootcamps.

This moment is likely to be remembered as a critical turning point between the “time before,” when analog on-campus degree-focused learning was the default, to the “time after,” when digital, online, career-focused learning became the fulcrum of competition between institutions.

 

Radar trends to watch: October 2020 — from oreilly.com

Excerpt:

This month, the big surprise is that there’s no significant technology news about COVID. And there is more news than ever about legislation and regulation. I suspect that the legal system will be a big driver for technology over the next year. Another trend that doesn’t quite count as technology news but that definitely bears watching is that college enrollment in the US is down. Grad schools are up, 4 year colleges are down slightly; the big hit is in 2 year colleges. COVID is probably the biggest contributing factor, but regardless of the cause, this is an inauspicious trend.

 

 

From DSC:
Along these lines…

Sometimes, I think we need to be very careful with Artificial Intelligence (#AI) — which elements of it and which applications of it that we use in our society and which we don’t move forward with. But in the case of cloud-based learning profiles (some might say competency profiles), AI makes sense. Algorithms could make sense. Data mining could make sense.

A cloud-based learning profile might not make sense always to us — as it could be very large indeed. But AI-based algorithms could assist with finding appropriate matches between jobs, competencies, passions, skills, and candidates.

Such services will likely be part of a next-gen learning platform.

 

[Re: online-based learning] The Ford Model T from 1910 didn’t start out looking like a Maserati Gran Turismo from 2021! [Christian]

From DSC:
Per Wikipedia, this is a 1910 Model T that was photographed in Salt Lake City:

The Ford Model T didn't start out looking like a Maserati from 2021!

 

This is what online/virtual learning looks like further down the road. Our journey has just begun.

From DSC:
The Ford Model T didn’t start out looking like a Maserati Gran Turismo from 2021! Inventions take time to develop…to be improved…for new and further innovations and experiments to take place.

Thinking of this in terms of online-based learning, please don’t think we’ve reached the end of the road for online-based learning. 

The truth is, we’ve barely begun our journey.

 


Two last thoughts here


1 ) It took *teams* of people to get us to the point of producing a Maserati like this. It will take *teams* of people to produce the Maserati of online-based learning.

2) In terms of online-based learning, it’s hard to say how close to the Maserati that we have come because I/we don’t know how far things will go. But this I do know: We have come a looooonnnnnggggg ways from the late 1990s! If that’s what happened in the last 20 years — with many denying the value of online-based learning — what might the next 5, 10, or 20 years look like when further interest, needs, investments, etc. are added? Then add to all of that the momentum from emerging technologies like 5G, Augmented Reality, Mixed Reality, Virtual Reality, Artificial Intelligence, bots, algorithms, and more!


From DSC:
To drive the point home, here’s an addendum on late 9/29/20:

Mercedes-Benz Shares Video of Avatar Electric Car Prototype

 

Will Pandemic Disruption Drive More Legal Operations Transformation? — from prnewswire.com
Deloitte Releases 2020 Legal Operations Survey

Excerpt:

NEW YORKSept. 21, 2020 /PRNewswire/ — While 86% of in-house counsel surveyed said they see opportunity to modernize legal services provided to their stakeholders, Deloitte’s “2020 Legal Operations Survey” found that challenges remain. Respondents described their corporate legal departments’ maturity level for technology as just “foundational.”

Ashley SmithDeloitte Risk & Financial Advisory managing director, Deloitte Transactions and Business Analytics LLP said, “Organizations everywhere have undergone massive change as a result of the COVID-19 pandemic and related economic uncertainties. As business strategies shift and the corporate legal department is called on to do more to help organizations navigate through disruption, focusing on legal operations transformation could help in-house counsel and their teams to evolve beyond heavy manual, tactical work – into leveraging technology to offer more strategic insights and value.”

Also see:

Deloitte's 2020 Legal Operations Survey

 

DC: You want to talk about learning ecosystems?!!? Check out the scopes included in this landscape from HolonIQ!

You want to talk about learning ecosystems?!!? Check this landscape out from HolonIQ!

Also see:

Education in 2030 -- a $10T market -- from HolonIQ.com

From DSC:
If this isn’t mind-blowing, I don’t know what is! Some serious morphing lies ahead of us!

 
© 2024 | Daniel Christian