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.

 

 

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.

 

Radio.Garden — with thanks to David Pogue for this resource

From DSC:
This is amazing! Some screenshots:

Radio.garden -- tune into thousands of live radio stations across the globe!

Radio.garden -- tune into thousands of live radio stations across the globe!

Several questions/reflections come to my mind:

  • What could those teachers and professors who are trying to teach someone a language do with this?!
  • If this can be done with radio stations, what can be done with learning-related streams of content?!
  • Talk about “More Choice. More Control.”  Man o’ man!

Streams of content


Addendum on 2/28/21:
Could this type of interface be used to navigate the world of work? Where instead of nations, you would have arenas of work?

 

 


Along the lines of technologies’ potential impact on the legal realm — especially Access to Justice (#A2J), see:


Meet the 27 startups pioneering the Justice Tech market — medium.com by Felicity Conrad

Starting with coining the umbrella term “Justice Tech,” we’re developing a common language, a community of folks working in the space, and formalizing the newly-minted Justice Tech market.

Texas Bar and Paladin Partner to Launch Statewide Pro Bono Portal — from lawsitesblog.com by

Excerpt:

A free online portal launched today in Texas is designed to help lawyers find volunteer opportunities and assist residents of the state find help with their legal needs.

The new portal, Pro Bono Texas, was launched as a partnership between The State Bar of Texas and the justice tech company Paladin. The portal provides volunteer lawyers and law students with a centralized location to search and sign up for pro bono opportunities across the state.

 

Building a Learner-Centered Ecosystem -- from the Strada Education Network

Strada Institute identified five key pillars these lifelong learners will need from an education and training system designed for them:

  1. It has to be easy to navigate.
  2. Supports are needed to help learners balance their lives.
  3. Targeted education should lead to a job.
  4. Hiring practices must be transparent and fair.
  5. Students must be able to earn while learning.

Also see:

Are we ready for this? — from stradaeducation.org by Andrew Pelesh
Preparing the Education-Workforce System for the 100-Year Career

 

Microsoft Education offers a free tutoring service to help students with their math problems — from educatorstechnology.com

Excerpt:

In today’s post I want to bring to your attention this interesting math resource from Microsoft Education called Tutoring Experts. As its name indicates, Tutoring Experts allows students to seek help with their math problems from tutors that are available 24/7.

Also see:

Get instant math help from expert tutors.

From DSC:
One wonders if there aren’t some opportunities here for more online-based tutoring services. Perhaps graduates from schools of education will move more towards this type of thing…

Perhaps the online-based materials in the future will have a question mark “?” icon that instantly connects to that service’s teachers, professors, trainers, pastors, and/or other SMEs. Or perhaps this type of thing is already there…I’m not sure.

 

From DSC:
I was thinking about projecting images, animation, videos, etc. from a device onto a wall for all in the room to see.

  • Will more walls of the future be like one of those billboards (that presents two or three different images) and could change surfaces?

One side of the surface would be more traditional (i.e., a sheet wall type of surface). The other side of the surface would be designed to be excellent for projecting images onto it and/or for use by Augmented Reality (AR), Mixed Reality (MR), and/or Virtual Reality (VR).

Along these lines, here’s another item related to Human-Computer Interaction (HCI):

Mercedes-Benz debuts dashboard that’s one giant touchscreen — from futurism.com

 

From DSC:
Videoconferencing vendors out there:

  • Have you done any focus group tests — especially within education — with audio-based or digital video-based versions of emoticons?
    .
  • So instead of clicking on an emoticon as feedback, one could also have some sound effects or movie clips to choose from as well!
    .

To the videoconferencing vendors out there -- could you give us what DJ's have access to?

I’m thinking here of things like DJ’s might have at their disposal. For example, someone tells a bad joke and you hear the drummer in the background:

Or a team loses the spelling-bee word, and hears:

Or a professor wants to get the classes attention as they start their 6pm class:

I realize this could backfire big time…so it would have to be an optional feature that a teacher, professor, trainer, pastor, or a presenter could turn on and off. (Could be fun for podcasters too!)

It seems to me that this could take
engagement to a whole new level!

 

This avocado armchair could be the future of AI — from technologyreview.com by Will Douglas
OpenAI has extended GPT-3 with two new models that combine NLP with image recognition to give its AI a better understanding of everyday concepts.

This avocado armchair could be the future of AI OpenAI has extended GPT-3 with two new models that combine NLP with image recognition to give its AI a better understanding of everyday concepts.

“We live in a visual world,” says Ilya Sutskever, chief scientist at OpenAI. “In the long run, you’re going to have models which understand both text and images. AI will be able to understand language better because it can see what words & sentences mean.”

 

From DSC:
For me the Socratic method is still a question mark, in terms of effectiveness. (I suppose it depends on who is yielding the tool and how it’s being utilized/implemented.)

But you have one student — often standing up and/or in the spotlight — who is being drilled on something. That student could be calm and collected, and their cognitive processing could actually get a boost from the adrenaline.

But there are other students who dread being called upon in such a public — sometimes competitive — setting. Their cognitive processing could shut down or become greatly diminished.

Also, the professor is working with one student at a time — hopefully the other students are trying to address each subsequent question, but some students may tune out once they know it’s not their turn in the spotlight.

So I was wondering…could the Socratic method be used with each student at the same time? Could a polling-like tool be used in real-time to guide the discussion?

For example, a professor could start out with a pre-created poll and ask the question of all students. Then they could glance through the responses and even scan for some keywords (using their voice to drive the system and/or using a Ctrl+F / Command+F type of thing).

Then in real-time / on-the-fly, could the professor use their voice to create another poll/question — again for each student to answer — based on one of the responses? Again, each student must answer the follow up question(s).

Are there any vendors out there working on something like this? Or have you tested the effectiveness of something like this?

Vendors: Can you help us create a voice-driven interface to offer the Socratic method to everyone to see if and how it would work? (Like a Mentimeter type of product on steroids…er, rather, using an AI-driven backend.)

Teachers, trainers, pastors, presenters could also benefit from something like this — as it could engage numerous people at once.

#Participation #Engagement #Assessment #Reasoning #CriticalThinking #CommunicationSkills #ThinkingOnOnesFeet #OnlineLearning #Face-to-Face #BlendedLearning #HybridLearning

Could such a method be used in language-related classes as well? In online-based tutoring?

 

From DSC:
After seeing the following two items, I wondered…should more professors, teachers, and staff members be on Substack?

DC: Should more professors, teachers, staff members, & trainers be on Substack?


Heather Cox Richardson Offers a Break From the Media Maelstrom. It’s Working. — from nytimes.com by Ben Smith
She is the breakout star of the newsletter platform Substack, doing the opposite of most media as she calmly situates the news of the day in the long sweep of American history.

Excerpt:

Last Wednesday, I broke the news to Heather Cox Richardson that she was the most successful individual author of a paid publication on the breakout newsletter platform Substack.

Early that morning, she had posted that day’s installment of “Letters From an American” to Facebook, quickly garnering more than 50,000 reactions and then, at 2:14 a.m., she emailed it to about 350,000 people.

The news of her ranking seemed to startle Dr. Richardson, who in her day job is a professor of 19th century American history at Boston College. The Substack leader board, a subject of fascination among media insiders, is a long way from her life on a Maine peninsula — particularly as the pandemic has ended her commute — that seems drawn from the era she studies.

Is Substack the Media Future We Want? — from newyorker.com by Anna Wiener
The newsletter service is a software company that, by mimicking some of the functions of newsrooms, has made itself difficult to categorize.

Excerpt:

…Substack, a service that enables writers to draft, edit, and send e-mail newsletters to subscribers. Writers can choose whether subscriptions are free or paid; the minimum charge for paid subscriptions is five dollars a month or thirty dollars a year, and Substack takes ten percent of all revenue.

 

EdSurge Reflects On a Year of Pandemic-Era Education Journalism — from edsurge.com by Jeffrey Young, Rebecca Koenig and Tony Wan

Excerpts:

[Wan] It has never been a better time to be in education. It has also never been a worse time to be in education.

Which is it for you?

The answer depends on where you are in this ecosystem.

[Koenig] If I didn’t know before, I do now: Education is not merely the transmission of knowledge. It is experiences shared and relationships nurtured among people who have not only brains, but also bodies and spirits. Lungs vulnerable to viruses and eyes to screen fatigue. Hearts susceptible to fear and grief and doubt and loneliness.

[Young] There will probably be lessons from all the forced experimentation. But during 2020, there was little time for reflection, only a push to turn in something that looked as much like a college experience as possible.

 

Artificial intelligence will go mainstream in 2021 — from manilatimes.net by Noemi Lardizabal-Dado; with thanks to Matthew Lamons for this resource

Excerpt:

In his December 21 Forbes website article, titled “Why Covid Will Make AI Go Mainstream In 2021,” data scientist Ganes Kesari predicts AI will transform 2021 by accelerating pharmaceutical drug discovery beyond Covid-19. He says the face of telecommuting would change, and that AI would transform edge computing and make devices around us truly intelligent.

Artificial Intelligence in 2021: Endless Opportunities and Growth — from analyticsinsight.net by Priya Dialani; with thanks to Matthew Lamons for this resource

Excerpts:

In 2021, the grittiest of organizations will push AI to new boondocks, for example, holographic meetings for telecommunication  and on-demand, personalised manufacturing. They will gamify vital planning, incorporate simulations in the meeting room and move into intelligent edge experiences.

According to Rohan Amin, the Chief Information Officer at Chase, “In 2021, we will see more refined uses of machine learning and artificial intelligence across industries, including financial services. There will be more noteworthy incorporation of AI/ML models and abilities into numerous business operations and processes to drive improved insights and better serve clients.”

From DSC:
I’m a bit more cautious when facing the growth of AI in our world, in our lives, in our society. I see some very positive applications (such as in healthcare and in education), but I’m also concerned about techs involved with facial recognition and other uses of AI that could easily become much more negative and harmful to us in the future.

 

7 Questions Every Leader Should Ask Themselves at the End of the Year — from inc.com by Raj Jana
The first step to a better year ahead is taking the time to reflect on the one prior.

Excerpts:

  1. Who or what would you like to praise?
  2. What would you like to praise yourself for?
  3. What would you like to let go of moving into 2021?
  4. What did you love most about 2020?
  5. What would you want more of, or want to be different in 2021?
  6. What would you need to feel complete closure in 2020?
  7. What’s next for you in the week ahead?
 
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