From DSC:
The items below are from Sam DeBrule’s Machine Learnings e-Newsletter.


By clicking this image, you will go to Sam DeBrule's Machine Learning e-Newsletter -- which deals with all topics regarding Artificial Intelligence

#Awesome

“Sonoma County is adding artificial intelligence to its wildfire-fighting arsenal. The county has entered into an agreement with the South Korean firm Alchera to outfit its network of fire-spotting cameras with software that detects wildfire activity and then alerts authorities. The technology sifts through past and current images of terrain and searches for certain changes, such as flames burning in darkness, or a smoky haze obscuring a tree-lined hillside, according to Chris Godley, the county’s director of emergency management…The software will use feedback from humans to refine its algorithm and will eventually be able to detect fires on its own — or at least that’s what county officials hope.” – Alex Wigglesworth Learn More from Los Angeles Times >

#Not Awesome

Hacked Surveillance Camera Firm Shows Staggering Scale of Facial Recognition — from
A hacked customer list shows that facial recognition company Verkada is deployed in tens of thousands of schools, bars, stores, jails, and other businesses around the country.

Excerpt:

Hackers have broken into Verkada, a popular surveillance and facial recognition camera company, and managed to access live feeds of thousands of cameras across the world, as well as siphon a Verkada customer list. The breach shows the astonishing reach of facial recognition-enabled cameras in ordinary workplaces, bars, parking lots, schools, stores, and more.

The staggering list includes K-12 schools, seemingly private residences marked as “condos,” shopping malls, credit unions, multiple universities across America and Canada, pharmaceutical companies, marketing agencies, pubs and bars, breweries, a Salvation Army center, churches, the Professional Golfers Association, museums, a newspaper’s office, airports, and more.

 

Telemedicine likely to change how we receive health care post-pandemic — from mlive.com by Justin Hicks

A patient sits in the living room of her apartment in New York City during a telemedicine video conference with a doctor. (Mark Lennihan/AP)AP

A patient sits in the living room of her apartment in New York City during a telemedicine video conference with a doctor. (Mark Lennihan/AP)AP

Excerpt:

As we look to the post-pandemic future, medical experts believe telemedicine will be here to stay as another option to increase access to care, reduce costs, and free up doctors to spend more time with patients who need in-person care.

“When I think about the pandemic, one thing that didn’t change about our lifestyles is people are busy,” Lopez said. “I think we’ll still see growth in overall visits because of the fact that people want access to care and when you lower the cost, it should go up.”

From DSC:
A friend of mine said that he is doing most of his practice now via the telehealth route (and has been for many months now). Then, recently, when I was at the lab, the knowledgeable woman who assisted me said that she thought virtual health was definitely going to stick. Many doctors and nurses will be using virtual means vs. physical visits she said.

Expectations get involved here — for education, for the legal field, and for other arenas.

 

Coursera’s IPO Filing Shows Growing Revenue and Loss During a Pandemic — from edsurge.com by Tony Wan

Excerpt:

Coursera reported $293.5 million in revenue in 2020, marking a 59 percent increase from the previous year. That comes from over 77 million registered learners, along with more than 2,000 businesses (including 25 percent of Fortune 500 companies) and 100 government agencies that paid for its enterprise offerings. More than half (51 percent) of its revenue came from outside the U.S.

Despite recording a revenue jump in 2020, Coursera posted a net loss of $66.8 million, up 43 percent from the previous year.

“We have experienced a significant increase in our operating costs associated with our services, primarily driven by our freemium offerings and marketing efforts” during the pandemic, the filing stated.

 

Coronavirus has taught Colorado school kids one key lesson: resilience — from coloradosun.com by Erica Breunlin
They have faced continued uncertainty, lost out on sporting events and missed time with friends. Through it all, kids have learned how to cope.

And as much as schooling has been disrupted in the past year, Colorado students have also grasped lessons beyond their years — the kinds of lessons that are often learned best outside the classroom: a sense of resilience, how to deal with disappointment and the ability to navigate waves of uncertainty from week to week. For all the classroom moments they’ve missed since last March, they’ve also gained a set of coping skills to steer them through whatever trying times come after the pandemic.

From DSC:
And perhaps this kind of learning is what our kids will need to survive and thrive in a rapidly-changing world.

 

The future of work after COVID-19 -- Woman working on a computer with wireless headset

The future of work after COVID-19 — from mckinsey.com

Excerpts:

This report on the future of work after COVID-19 is the first of three MGI reports that examine aspects of the postpandemic economy. The others look at the pandemic’s long-term influence on consumption and the potential for a broad recovery led by enhanced productivity and innovation. Here, we assess the lasting impact of the pandemic on labor demand, the mix of occupations, and the workforce skills required in eight countries with diverse economic and labor market models: China, France, Germany, India, Japan, Spain, the United Kingdom, and the United States. Together, these eight countries account for almost half the global population and 62 percent of GDP.

Physical proximity scores of a variety of occupations

 

Future occupations in 2030 -- increases or decreases

 
 

Today’s Teens Questioning the Status Quo When It Comes to College — from prnewswire.com by with thanks to Ryan Craig for this resource
National survey finds high schoolers want lower-cost, quicker paths to careers: 50 percent are open to something other than a four-year degree

Excerpt:

For those who have been following the discussion, it will not come as a shock that this demographic is extremely concerned about the cost of higher education. In fact, the number one thing teens would change about college is the price tag. Their second top concern is making sure the path they take directly connects them to a future career. Specifically, the top three things Gen Z teens are most concerned about:

  • 50 percent—graduating with a high amount of debt
  • 44 percent—not getting a job after they graduate
  • 40 percent—not being prepared for a job after school ends

From DSC:
I sometimes use the tag “surviving” and it often has to do with individuals and families. But over the last few years, I have found myself using it for institutions of traditional higher education (as I did for this posting).

It’s time for reinvention if we want those institutions to survive. Those who can’t wait until the status quo returns are likely in for a disappointment, if not outright shock. Over the last several years, many people have already lost their jobs throughout higher ed, positions have gone unfilled, and early retirement offers were made (and often snatched up). The headcounts have been decreasing for years and the workloads have increased for the survivors of such cuts. The use of adjunct faculty members has been on the increase for many years now. 

Those institutions that have cultures that support experimentation, innovation, and support strategic, nimble, entrepreneurial thinking have a better chance of surviving.

 

Legal tech to the rescue — from nationalmagazine.ca by Julie Sobowale
The legal industry has shown it can adapt to disruption. But it has further to go in partnering with alternative service providers.

A woman walking into an abstract high tech scene

Excerpt:

“Most lawyers and legal leaders have to confront what they have done in the past,” says Chris Bentley, Director of The Legal Innovation Zone (LIZ) at Ryerson University. “They rejected technology, embraced the past, fought against having services in the cloud, fought against using online research tools, and rejected being able to video conference calls with clients.”

 

A wave of billion-dollar computer vision startups is coming — from forbes.com by Rob Toews

Excerpt:

Today, computer vision is finding applications across every sector of the economy. From agriculture to retail, from insurance to construction, entrepreneurs are applying computer vision to a wide range of industry-specific use cases with compelling economic upside.

Expect to see many computer vision startups among the next generation of “unicorns.” A crop of high-growth computer vision companies is nearing an inflection point, poised to break out to commercial scale and mainstream prominence. It is an exciting and pivotal time in the technology’s journey from research to market.

 

 

From DSC:
This is what we’re up against –> Reskilling 1 billion people by 2030” — from saffroninteractive.com by Jessica Anderson

Excerpts:

According to the World Economic Forum, this statistic is a critical economic imperative.

Does this shock or scare you? Perhaps you’re completely unflappable? Whatever your reaction, this situation will undoubtedly impact your organisation and the way you tackle skills development.

What are the roadblocks?

So, we’ve laid down the gauntlet; an adaptable, agile, multi-skilled workforce. What stands in the way of achieving this? A recent survey of the top 5 challenges facing learning leaders sheds some light:

1. Building a learning culture
2. Learning in the flow of work
3. Digital transformation
4. Learner engagement and ownership
5. Keeping informed of best practices

From DSC:
The article mentions that nations could lose billions in potential GDP growth. And while that is likely very true, I think a far bigger concern is the very peace and fabric of our societies — the way of living that billions of people will either enjoy or have to endure. Civil unrest, increased inequality, warfare, mass incarcerations, etc. are huge concerns.

The need for a next-gen learning platform is now! The time for innovation and real change is now. It can’t come too soon. The private and public sectors need to collaborate to create “an Internet for learning” (in the sense that everyone can contribute items to the platform and that the platform is standards based). Governments, corporations, individuals, etc. need to come together. We’re all in the same boat here. It benefits everyone to come together. 

Learning from the living class room -- a next generation, global learning platform is needed ASAP

 

A message about learning from the C-suite — from chieflearningofficer.com by Patricia A. McLagan
Executives are increasingly saying they want to create “learning organizations” and support “lifelong learning.” So, what should executives be saying to their workforce about learning today? Consider this sample letter to employees from the C-suite.

Excerpts:

How are you keeping up your skills and knowledge in our increasingly complex and fast-changing world of work? As today’s pandemic turmoil reminds us, it is hard to predict how the future will evolve. But one thing we do know is that continuous learning will be a key survival meta-skill for all of us — learning that each of us consciously guides every day, moment to moment, alone, in teams, with any resource, anywhere and anytime.

Consider: More than 50 percent of today’s jobs will probably disappear or change radically within 10 years. There are many reasons for this.

Beyond technology, companies like ours need more agility, innovation and self-management from everyone. We used to manage more by job descriptions, and you were best described as a box on the organization chart — probably with little expectation that you could experiment, take risks, and act with discretion and autonomy. But today and into the future, your skills and creative thinking matter more. Your “job” responsibilities shift as you move into and out of teams and as we call on you to support new strategies, customer groups and priorities.

From DSC:
I really appreciated reading this solid article from Patricia McLagan. She captured so many solid points. That said, I was bummed to see the following item included in this article (emphasis DSC):

Of course, our company is committed to supporting your learning and development, to providing formal training and access to learning opportunities for everyone. But even in the best of times, we will only be able to formally support a small part of what you will need and want. This is why I am sending this note to you: to tell you that we care about your learning and development, that we will do our best to support it, but that 95 percent of your learning is in your hands.

Of course, our company is committed to supporting your learning and development, to providing formal training and access to learning opportunities for everyone. But even in the best of times, we will only be able to formally support a small part of what you will need and want. This is why I am sending this note to you: to tell you that we care about your learning and development, that we will do our best to support it, but that 95 percent of your learning is in your hands.

Our company is committed to supporting your learning development — yeh…right…all 5% of it. 
Whoopie. The other 95% of it belongs to you and me. (Which reminds me that words are so easy to say but much harder to truly back up.) And you and I will likely do it on your/our own time. That seems to be more of the reality…the expectation…especially when job cuts are occurring all over the place and the job plates continue to expand for those who survived the cuts.

My experience over my career has been that corporations used to promote and truly support their employees’ professional development. They sent more people to courses and significantly helped many people obtain their MBA’s as well as other relevant master’s degrees and/or certifications/ and/or just to support some professional interests.

For example, I’m forever indebted to one of my formers bosses, Irvin Charles Coleman III. I worked for Irv at Kraft Foods’ HQ’s and he once let me go to a seminar on Photoshop. Though I used Photoshop in my work, it wasn’t in my formal description. That seminar changed many things for me. It supported my growth and learning and it fed my passion for designing and creating content.

I’m sure this kind of thing still occurs, but from what I can tell, it doesn’t happen at nearly the level that it used to. That said, I don’t blame the corporate world for getting bummed out at their employees that they had invested in — only to see those same employees grab the degrees and credentials and leave for greener pastures. Through the years, it seemed like the corporate world backed off from providing such a level of training/professional development.

These days, it seems like the corporations and the businesses out there have the hiring expectation that you will hit the ground running from day one. Learning and development are up to you and me. Nevermind that the way learning is supposed to go is that you:

  • introduce the learning objectives to someone
  • give them the information/content
  • provide the relevant and aligned learning activities that help them truly engage with the content
  • provide aligned formative and summative assessments along the way to ascertain whether they learned the material/concepts or not.

So I’m amazed that corporations are putting recent grads through their own tests on things that many of these students have never actually studied. (Yeh, I can hear the push backs now…and while I agree with some of them, it’s not fair to the students. They just followed what the colleges and universities offered for$100,000-$400,000+).

I could go on, but I need to go do my taxes. Gotta run. I hope to pick this line of thought up later.

 

2U, Guild Education Partner to Expand Online Education for Adult Workers — from edsurge.com by Tony Wan

Excerpt:

But the current crisis is anything but, and an increasingly remote workforce will only accelerate the need for new skills and habits to keep companies running.

2U, a publicly traded company, will make its degree programs, short courses and online coding “bootcamps” available to Guild Education’s network of employers. That’s over 500 programs, spanning more than 30 disciplines, that they will have access to. It’s largely up to the employer to choose which ones they want to subsidize for their workers, Freedman says.

“Businesses are eliminating some roles, yet are desperate to hire for others. But you cannot hire away to solve what is fundamentally a training problem.” In other words, it makes more sense to invest in training internal talent, rather than firing people and hiring replacements.

 

Reimagining the Future of Legal Regulatory Reform (emphasis below from DSC)

Wednesday, March 3, 2021 | 3:00 PM – 4:15 PM EST

The American legal system has been designed by lawyers for lawyers, on the assumption that parties with legal needs will be represented by lawyers. But in more than 76 percent of civil cases in state courts today, at least one of the parties is unrepresented by counsel. The result is a system that is not adequately serving tens of millions of people every year. In response, the regulations that govern legal services are starting to shift in ways that have the potential to transform the legal system so that it better serves the public. Arizona and Utah are leaders in this regulatory reform movement. In this virtual webinar, participants describe the conditions that are driving change, explain Arizona’s and Utah’s innovations, and share their visions for the future of legal services regulation.

For more information, please visit futureofthelegalprofession.org

 

Public Viewpoint: COVID-19 Work and Education Research — from cci.stradaeducation.org

Excerpt:

In the recovering economy, employers will play a central role as Americans look to reskill, upskill, and compete in the workforce. But what do people want and expect from employers’ hiring, advancement, and training practices? In this research we explore the public’s perceptions on skills-based hiring, preferences for employer-provided education and training benefits, and beliefs about who should fund education and training.

This week’s data are based on the Strada Student Viewpoint and Strada-Gallup Education Consumer surveys. The research is intended to provide insights to the education and training providers, policymakers, employers, and individual Americans who are navigating the COVID-19 crisis.

 

 

 

Time for Reinvention, Not Just Replication or Revision — from insidehighered.com by Ray Schroeder
With enrollments falling, college budgets under strain and employers dissatisfied with the relevance of graduates’ learning, now is a time for more than replication or revision — it is time for reinvention.

Excerpt:

We are at the confluence of massive economic, technologic and social changes that demand higher education do more than small fixes. We will not thrive if we merely tweak the system to replicate practices of the lecture hall in an online delivery system. This is not an empty warning — universities across the country are closing programs, laying off staff and faculty, and teetering on the brink of bankruptcy. I have personally been tracking these economic disadvantages for some time now.

Here are the key factors we must consider…(see rest of article)

Our centuries-old model of admitting 18-year-old high school graduates for a four-, five- or six-year baccalaureate, then sending them out for lifelong careers in business and industry is no longer relevant.

 
© 2025 | Daniel Christian