platforms

Considering AI in hiring? As its use grows, so do the legal implications for employers. [Martinez]

On 12/06/2019, in Artificial Intelligence/Agents/LLMs/and Related, business, corporate / business world, emerging technologies, ethics, law schools, leadership, legislatures / government / legal, morals/values, platforms, workplace, by Daniel Christian

Considering AI in hiring? As its use grows, so do the legal implications for employers. — from forbes.com by Alonzo Martinez; with thanks to Paul Czarapata for his posting on Twitter on this

Excerpt:

As employers grapple with a widespread labor shortage, more are turning to artificial intelligence tools in their search for qualified candidates.

Hiring managers are using increasingly sophisticated AI solutions to streamline large parts of the hiring process. The tools scrape online job boards and evaluate applications to identify the best fits. They can even stage entire online interviews and scan everything from word choice to facial expressions before recommending the most qualified prospects.

But as the use of AI in hiring grows, so do the legal issues surrounding it. Critics are raising alarms that these platforms could lead to discriminatory hiring practices. State and federal lawmakers are passing or debating new laws to regulate them. And that means organizations that implement these AI solutions must not only stay abreast of new laws, but also look at their hiring practices to ensure they don’t run into legal trouble when they deploy them.

Upwork debuts The Upwork 100, ranking the top 100 in-demand skills for independent professionals — from upwork.com

Excerpt:

The Upwork 100 ranks the top 100 skills and sheds light on skills that are both quickly growing and also experiencing a high level of demand, providing an indication of current trends in the independent labor market and tech industry. It also serves as a barometer of the skills businesses are seeking and that independent professionals are providing by balancing real-time insights with consistent patterns based on real work that’s been completed.

DC: This type of feature will likely be a part of our future learning ecosystems; algorithms/spiders/etc searching for top needs &providing a menu of learning selections 2meet those needs (available 24×7). Next Gen Platform #LearningfromtheLivingClassroom https://t.co/yKnbKmyvgT

— Daniel Christian (@dchristian5) December 6, 2019

Technology is increasingly being used to provide legal services, which demands a new breed of innovative lawyer for the 21st century. Law schools are launching specialist LL.M.s in response, giving students computing skills — from llm-guide.com by Seb Murray

Excerpts:

Junior lawyers at Big Law firms have long been expected to work grueling hours on manual and repetitive tasks like reviewing documents and doing due diligence. Increasingly, such work is being undertaken by machines – which can be faster, cheaper and more accurately than humans. This is the world of legal technology – the use of technology to provide legal services.

The top law schools recognize the need to train not just excellent lawyers but tech-savvy ones too, who understand the application of technology and its impact on the legal market. They are creating specialist courses for those who want to be more involved with the technology used to deliver legal advice.

“Technology is changing the way we live, work and interact,” says Alejandro Touriño, co-director of the course. “This new reality demands a new breed of lawyers who can adapt to the emerging paradigm. An innovative lawyer in the 21st century needs not only to be excellent in law, but also in the sector where their clients operate and the technologies they deal with.”

The rapid growth in Legal Tech LL.M. offerings reflects a need in the professional world. Indeed, law firms know they need to become digital businesses in order to attract and retain clients and prospective employees.

From DSC:
In case it’s helpful or interesting, a person interested in a legal career needs to first get a Juris Doctor (J.D.) Degree, then pass the Bar. At that point, if they want to expand their knowledge in a certain area or areas, they can move on to getting an LL.M. Degree if they choose to.

As in the world of higher ed and also in the corporate training area, I have it that the legal field will need to move more towards the use of teams of specialists. There will be several members of the team NOT having law degrees. For example, technologists, programmers, user experience designers, etc. should be teaming up with lawyers more and more these days.

Canvas parent Instructure to go private in $2B deal — from educationdive.com by Hallie Busta

Also see:

New Ownership for an LMS Giant: Private Equity Firm to Buy Instructure for $2 Billion — from edsurge.com by Jeff Young

2019 study of undergraduate students & information technology [educause]

On 12/03/2019, in accessibility / UDL, active learning, adjunct faculty, adult learning, analytics, attention, blended learning, CMS/LMS, colleges, community colleges, corporate universities / corporate training, Daniel S. Christian, data related items, digital learning, education technology, engagement / engaging students, face-to-face, faculty/staff, flipping -- inverted learning, formal learning, higher education, hybrid learning, instructional design, interactivity, internet, IT in HE, learning, learning ecosystem, learning preferences, online learning, pedagogy, platforms, student teaching/teacher education, student-related, teaching & learning, teaching online, training / L&D, United States, universities, by Daniel Christian

2019 study of undergraduate students & information technology — from library.educause.edu

Excerpts:

Drawing on survey data from more than 40,000 students across 118 US institutions, this report highlights a number of important findings related to students’ technology preferences, supports, and experiences, with the goal of aiding technology and higher education professionals in improving student learning experiences and success.
…
But they want to be more than in-class spectators:

“I want my professors to stop reading PowerPoint slides word-for-word off of a screen, and to start using the technology at hand to create a different kind of lecture that will engage their students in the learning process.”
“I’d love for there to be more interactive polling and questions during class. Even though I don’t like the idea of being in lecture every day, that would keep me more engaged if the instructors were more dynamic with their tech use.”
“Integrate [technology] more into lectures. It’s very difficult to sit and watch you talk. Technology can be so beneficial to learning if used in the right ways to enhance and complement lectures. Use collaborative quizzes (Kahoot, etc.), let us research in class, etc.”
“Provide more online learning tools such as interactive lectures where people on laptops or tablets can also engage with the material being presented.”

Figure 2. Student learning environment preferences for specific course-related activities and assignments

Recommendations

Leverage analytics to gain a greater understanding of the student demographics that influence learning environment preferences.
Continue to promote online success tools and provide training to students on their use through orientations and advisement sessions.
Expand efforts to improve Wi-Fi reliability in campus housing and outdoor spaces.
Allow students to use the devices that are most important to their academic success in the classroom.
Establish a campus community to address accessibility issues and give “accessibility evangelists” a seat at the table.

From DSC:
Well students…you might find that you have a major surprise ahead of you — as a significant amount of your future learning/training will take place completely online. Go ask some folks who have graduated about their onboarding experiences. Then go ask people who have been in the workplace for over a decade. You’ll see what I mean.

The 20 top tech skills that employers want and that can help you find a job, according to recruiting site Indeed — from businessinsider.com by Rosalie Chan and Bani Sapra

Excerpt:

The job search site Indeed released a report this month about the top tech skills of 2019 based on job descriptions that are being posted.

Andrew Flowers, an economist at Indeed, says that in today’s job market, there are two major trends that drive the top skills in tech. The first is the rise of data science, machine learning, and artificial intelligence. The second is the rise of cloud computing.

“Python has had explosive growth,” Flowers told Business Insider. “If I’m around the dinner table and a nephew asks what should I learn? Having done this report, I would say, learn Python.”

Amazon’s Ring planned neighborhood “watch lists” built on facial recognition — from theintercept.com by Sam Biddle

Excerpts (emphasis DSC):

Ring, Amazon’s crime-fighting surveillance camera division, has crafted plans to use facial recognition software and its ever-expanding network of home security cameras to create AI-enabled neighborhood “watch lists,” according to internal documents reviewed by The Intercept.
…

Previous reporting by The Intercept and The Information revealed that Ring has at times struggled to make facial recognition work, instead relying on remote workers from Ring’s Ukraine office to manually “tag” people and objects found in customer video feeds.
…
Legal scholars have long criticized the use of governmental watch lists in the United States for their potential to ensnare innocent people without due process. “When corporations create them,” said Tajsar, “the dangers are even more stark.” As difficult as it can be to obtain answers on the how and why behind a federal blacklist, American tech firms can work with even greater opacity: “Corporations often operate in an environment free from even the most basic regulation, without any transparency, with little oversight into how their products are built and used, and with no regulated mechanism to correct errors,” Tajsar said.

From DSC:
Those working or teaching within the legal realm — this one’s for you. But it’s also for the leadership of the C-Suites in our corporate world — as well as for all of those programmers, freelancers, engineers, and/or other employees working on AI within the corporate world.

By the way, and not to get all political here…but who’s to say what happens with our data when it’s being reviewed in Ukraine…?

Also see:

Opinion: AI for good is often bad — from wired.com by Mark Latonero
Trying to solve poverty, crime, and disease with (often biased) technology doesn’t address their root causes.

Why AI is a threat to democracy – and what we can do to stop it — from asumetech.com by Lawrence Cole

Excerpts:

In the US, however, we also have a tragic lack of foresight. Instead of creating a grand strategy for AI or for our long-term futures, the federal government has removed the financing of scientific and technical research. The money must therefore come from the private sector. But investors also expect a certain return. That is a problem. You cannot plan your R&D breakthroughs when working on fundamental technology and research. It would be great if the big tech companies had the luxury of working very hard without having to organize an annual conference to show off their newest and best whiz bang thing. Instead, we now have countless examples of bad decisions made by someone in the G-MAFIA, probably because they worked quickly. We begin to see the negative effects of the tension between doing research that is in the interest of humanity and making investors happy.
…
The problem is that our technology has become increasingly sophisticated, but our thinking about what free speech is and what a free market economy looks like has not become that advanced. We tend to resort to very basic interpretations: free speech means that all speech is free, unless it conflicts with defamation laws, and that’s the end of the story. That is not the end of the story. We need to start a more sophisticated and intelligent conversation about our current laws, our emerging technology, and how we can make the two meet halfway.

So I absolutely believe that there is a way forward. But we have to come together and bridge the gap between Silicon Valley and DC, so that we can all steer the boat in the same direction.

— Amy Webb, futurist, NYU professor, founder of the Future Today Institute

Also see:

“FRONTLINE investigates the promise and perils of artificial intelligence, from fears about work and privacy to rivalry between the U.S. and China. The documentary traces a new industrial revolution that will reshape and disrupt our lives, our jobs and our world, and allow the emergence of the surveillance society.”

The film has five distinct messages about:

1. China’s AI Plan
2. The Promise of AI
3. The Future of Work
4. Surveillance Capitalism
5. The Surveillance State

Five companies using VR to improve the lives of senior citizens [immersivelearning.news]

On 11/25/2019, in 21st century, 24x7x365 access, emerging technologies, engagement / engaging students, multimedia, participation, passions, platforms, society, vendors, Virtual Reality (VR) / worlds / learning, by Daniel Christian

Five companies using virtual reality to improve the lives of senior citizens — from immersivelearning.news

Excerpt:

Virtual reality is emerging as a useful tool to bring about positive change for many, including the elderly. From reducing loneliness to transporting the infirm to far-flung places, without the need to travel, VR is enhancing the lives of senior citizens across the globe.

To mark National Senior Citizen’s Day, I’ve taken a look at some of the companies using the immersive power of virtual reality to make a difference.

Colleges see equity success with adaptive learning systems — from edtechmagazine.com by Shailaja Neelakantan
Powered by advanced algorithms, adaptive learning technologies boost completion rates and give students confidence.

“I used to teach one class of 100 students, but now I teach 100 classes of one student each,” said Doug Williams, the adaptive learning coordinator at Arizona State University, in the white paper, describing the effect of using such a technology-driven system to improve learning outcomes.

From DSC:
I post this item because I believe that this is the type of thing that will be a piece of our future learning ecosystems. Learning agents. Systems that accommodate each individual’s learning preferences. Real-time formative assessments…that impact what you see and experience next. Intelligent systems. Intelligent tutoring.

People demonstrate mastery at different times — let that be part of our futures — versus this one-size fits all, hop-on-board-or-you-miss-the-train…a train that stops for no one.

“Much of what’s being sold as ‘AI’ today is snake oil.” [Arvind Narayanan; Assoc. Prof. of CS at Princeton ]

On 11/22/2019, in adjunct faculty, analytics, Artificial Intelligence/Agents/LLMs/and Related, blogs / blogging / vlogging, bots, change, collaboration, communications, computer science, copyright/ownership/NFTs, corporate / business world, engineering, ethics, faculty/staff, health, ideas, innovation, learning, learning ecosystem, Natural Language Processing (NLP), Near Field Communication (NFC), platforms, productivity / tips and tricks, robotics, social learning / networks, social media, tools, United States, universities, voice recognition / voice enabled interfaces, web-based collaboration, workplace, by Daniel Christian

Much of what’s being sold as “AI” today is snake oil. It does not and cannot work. In a talk at MIT yesterday, I described why this happening, how we can recognize flawed AI claims, and push back. Here are my annotated slides: https://t.co/iCpyFw5urN pic.twitter.com/pmOTI3vq8p

— Arvind Narayanan (@random_walker) November 19, 2019

From DSC:
I wish that more faculty members would share their research, teaching methods, knowledge, and commentary with the world as this professor does (vs. talking to other professors behind publishers’ walled off content). In this case, Arvind happens to use Twitter. But if one doesn’t like to use Twitter, there’s also LinkedIn, WordPress/blogging, podcasting, and other outlets.

6 critical IT skills for the next decade: Bay Area CIO of the Year winners share — from enterprisersproject.com by Ginny Hamilton
What skills will IT talent need most? Six award-winning CIOs discuss the top skills on their radar screens – from AI to emotional intelligence

I’d highly recommend all technology professionals build their external network and contribute to the external professional community as early in your career as possible. The wisdom of the tech community is incredibly important, and because you have to curate this over an extended period of time, there is no accelerated option you can tap at a later date. Technology professionals need to constantly be re-inventing themselves to stay relevant. As technology evolves, so too do the people and roles around it. Constant change is the steady state today and as I tell my team, “The pain of change is mandatory, it is the suffering that is optional. And if you don’t like change, you are going to like irrelevance even less.”

From DSC:
This is an especially good read for students who are considering going into a tech-focused career. If you decide to go that route, you had better be ready for constant change….constant, lifelong learning. And as you get older, you will face age discrimination. Enjoy the jobs that you get from ages 18-30 (perhaps even up to age 35). After that, it gets much tougher. Hopefully, that situation will change as more organizations get sued for allowing this discrimination to continue (perhaps implementing is the more appropriate word…vs. allowing it to occur). Here are some examples of those kinds of issues/suits. But for now, that’s the state of things…at least here in the United States.

How might such NLP / voice recognition techs impact future learning experiences and learning spaces? [Christian]

On 11/19/2019, in 21st century, A/V -- audio/visual, Amazon, Artificial Intelligence/Agents/LLMs/and Related, assistive technologies, Daniel S. Christian, digital audio, education technology, emerging technologies, human-computer interaction (HCI), ideas, innovation, intelligent systems, interactivity, interface design, law schools, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning spaces, Natural Language Processing (NLP), platforms, productivity / tips and tricks, technologies for your home, technology (general), television, tools, TVs, vendors, voice recognition / voice enabled interfaces, by Daniel Christian

Amazon’s new Fire TV Blaster works with Echo to control your TV, soundbar, cable box and more — from techcrunch.com by Sarah Perez

Excerpt:

Amazon already offers Alexa voice control to TV owners through its Fire TV devices, by way of a voice remote or by pairing an Echo device with a Fire TV, for hands-free voice commands. Now, it’s introducing a new device, the Fire TV Blaster, which extends that same hands-free voice control to your TV itself and other TV devices — like your soundbar, cable box, or A/V Receiver.

That means you’ll be able to say things like “Alexa, turn off the TV,” or “Alexa, switch to HDMI 1 on TV.” You can also control the volume and the playback.

And if you have other TV devices, you can control them hands-free as well, by saying things like “Alexa, turn up the soundbar volume,” or “Alexa tune to ESPN on cable.”

From DSC:
How might such Natural Language Processing (NLP) / voice recognition technologies impact future learning experiences and learning spaces? Will we enjoy more hands-free navigation around some cloud-based learning-related content? Will faculty members be able to use their voice to do the things that a Crestron Media Controller does today?

Parenthetically…when will we be able to speak to our routers (to shut off the kids’ internet connections/devices for example) and/or speak to our thermostats (to set the temperature(s) quickly for the remainder of the day)?

This former Apple designer is taking on Amazon’s Twitch with $146 million and Fox’s backing [Beer]

On 11/19/2019, in 21st century, 24x7x365 access, A/V -- audio/visual, Apple, collaboration, colleges, communities of practice, community colleges, content development, aggregation, repositories, Daniel S. Christian, digital audio, digital learning, digital video, distance education, education technology, educational games / serious games, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, learning ecosystem, Learning from the Living [Class] Room, media/film, microlearning, mobile learning, more voice more choice more control, multimedia, online learning, online media, online tutoring, personalized/customized learning, platforms, play, second screen apps, social learning / networks, social media, society, technologies for your home, television, tools, training / L&D, TVs, universities, vendors, web-based collaboration, youth, by Daniel Christian

This former Apple designer is taking on Amazon’s Twitch with $146 million and Fox’s backing — from fastcompany.com by Jeff Beer
Caffeine founder and CEO Ben Keighran talks about why live streaming is much more than gaming—it’s the future of TV.

Excerpt (emphasis DSC):

Live-streaming startup Caffeine, started by former Apple designer Ben Keighran, is emerging out of a two-year beta today and aims to overtake Amazon’s Twitch and Microsoft’s Mixer as the world’s leading live broadcasting platform. The official release version features a completely new design for its website and iOS and Android apps that combines editorial, algorithmic, and social connections to make it easier to discover live broadcasting from gamers, entertainers, and athletes, as well as create your own interactive broadcasts featuring live television content.

Twitch is the undisputed king of live-streamed gaming, but Keighran is betting that Caffeine’s more diverse focus to go beyond gaming—into entertainment and sports—will make it a more attractive place for both viewers and creators.

Keighran says another technological difference between Caffeine and Twitch is in its ease of use and quickness. “In just a couple of clicks, you can stream Red Bull 24/7 and be the commentator, you can stream Fortnite in one click, you can create an entertainment stream and talk about the new sneaker you just got, and you can do that all in one place,” he says. “And it’s all in real-time—there’s no delay in the video, whereas on Twitch, there’s up to a 60-second delay.”

From DSC:
Hmmm… social interaction. New platforms for streaming live content. Ability to comment and ask questions (i.e., audience interactions). Interactive chats.

Can we add learning-related experiences to the audiences and applications here?

A somewhat related item:

Large-Scale Esports Series Launches in Partnership with College Bookstores — from campustechnology.com by Sara Friedman
Students participating in the AVGL Masters: Campus Gaming Series will register for the tournament by visiting their campus bookstore and then compete online on BoomTV.

Turn Your Home Into A Mixed Reality Record Store With Spotify On Magic Leap [Melnick]

On 11/18/2019, in digital audio, emerging technologies, engagement / engaging students, human-computer interaction (HCI), ideas, innovation, interactivity, interface design, Learning from the Living [Class] Room, Mixed Reality (MR), multimedia, music, platforms, technologies for your home, tools, vendors, XR - extended reality, by Daniel Christian

Turn Your Home Into A Mixed Reality Record Store With Spotify On Magic Leap — from vrscout.com by Kyle Melnick

“We see a time in the not too distant future when spatial computing will extend into the wider world of podcasts, audiobooks and storytelling,” continues Magic Leap in their post. “And this is just the beginning. The launch of Spotify marks an evolution in the way you can see, hear and experience the bands and artists that you love. It’s an exciting time for music. For musicians. For developers. And for music-lovers the world over.”

Learning Ecosystems

…a new breed of innovative lawyer is needed for the 21st century.

Five companies using VR to improve the lives of senior citizens [immersivelearning.news]

Turn Your Home Into A Mixed Reality Record Store With Spotify On Magic Leap [Melnick]

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