analytics

From DSC:
As if we needed more reason to do so…we need to be very careful what we do w/ emerging technologies from this time forth.

I found the above video at:

Monitoring Social Distancing using AI — from medium.com by Aqeel Anwar

Also see:

Machine learning could check if you’re social distancing properly at work –– from technologyreview.com by Karen Hao

Royal Dutch Shell reskills workers in artificial intelligence as part of huge energy transition [Caminiti]

On 04/04/2020, in 21st century, analytics, Artificial Intelligence/Agents/LLMs/and Related, business, change, collaboration, corporate / business world, corporate universities / corporate training, MOOCs -- Massive Open Online Courses, platforms, professional development, reinvent, staying relevant, surviving, workplace, by Daniel Christian

Royal Dutch Shell reskills workers in artificial intelligence as part of huge energy transition — from cnbc.com by Susan Caminiti

KEY POINTS

Royal Dutch Shell is collaborating with Udacity to digitally train its workers in artificial intelligence.
This began long before the coronavirus pandemic and the company continues to use this training method.
The digital workforce skilling platform may become the training method of choice for a growing number of companies who need to keep employees up to speed in the weeks and months ahead.

In fact, the remote nature of the classes, offered by Udacity, the digital learning and workforce skilling platform, may become the training method of choice not only for Shell but for a growing number of companies who need to keep employees up to speed in the weeks and months ahead. The ability to get their jobs done, away from the office, is key to keeping productivity on track during this uncertain time.

My thanks to a friend for causing me to further reflect on this article: “Can computers ever replace the classroom?” [Beard]

On 03/26/2020, in 21st century, 24x7x365 access, A/V -- audio/visual, analytics, Artificial Intelligence/Agents/LLMs/and Related, Asia, career development, change, cloud-based computing / apps / other cloud-related, CMS/LMS, collaboration, colleges, community colleges, corporate universities / corporate training, Daniel S. Christian, data related items, digital learning, distance education, education, education reform, education technology, elearning, emerging technologies, engagement / engaging students, Europe, experimentation, future, game-changing environment, global / globalization, heutagogy, higher education, human-computer interaction (HCI), ideas, India, innovation, instructional design, intelligent systems, intelligent tutoring, internet, K-12 related, law schools, leadership, learner profiles, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning preferences, legal technologies, legislatures / government / legal, more voice more choice more control, New "Amazon.com" of Higher Education, online learning, online media, online tutoring, personalized/customized learning, platforms, policy, political science, programming, society, teachers, teaching & learning, the downsides of how people use tech, tools, training / L&D, UK, United States, vendors, videoconferencing, virtual tutoring, vision/possibilities, by Daniel Christian

From DSC:
I’d like to thank Mr. Eric Osterberg — a fraternity brother and friend of mine — for sending me the following article. I wrote back to him. After thanking Eric for the article, I said:

Such an article makes me reflect on things — which is always a good thing for me to try to see my blindspots and/or to think about the good and bad of things. Technologies are becoming more powerful and integrated into our lives — for better at times and for worse at other times.

I’m wondering how the legal realm can assist and/or help create a positive future for societies throughout the globe…any thoughts?

Can computers ever replace the classroom? — from theguardian.com by Alex Beard
With 850 million children worldwide shut out of schools, tech evangelists claim now is the time for AI education. But as the technology’s power grows, so too do the dangers that come with it.

Excerpts:

But it’s in China, where President Xi Jinping has called for the nation to lead the world in AI innovation by 2030, that the fastest progress is being made. In 2018 alone, Li told me, 60 new AI companies entered China’s private education market. Squirrel AI is part of this new generation of education start-ups. The company has already enrolled 2 million student users, opened 2,600 learning centres in 700 cities across China, and raised $150m from investors.
…
The supposed AI education revolution is not here yet, and it is likely that the majority of projects will collapse under the weight of their own hype.

The point, in short, is that AI doesn’t have to match the general intelligence of humans to be useful – or indeed powerful. This is both the promise of AI, and the danger it poses.

It was a reminder that Squirrel AI’s platform, like those of its competitors worldwide, doesn’t have to be better than the best human teachers – to improve people’s lives, it just needs to be good enough, at the right price, to supplement what we’ve got. The problem is that it is hard to see technology companies stopping there. For better and worse, their ambitions are bigger. “We could make a lot of geniuses,” Li told me.

2020 Tech Trends Report [Future Today Institute]

On 03/18/2020, in 21st century, 3D, analytics, Artificial Intelligence/Agents/LLMs/and Related, Asia, Augmented Reality (AR), Australia, Blockchain, bots, business, Canada, career development, change, changing business models, cloud-based computing / apps / other cloud-related, computer science, education, global / globalization, ideas, India, learning, learning ecosystem, Learning from the Living [Class] Room, legislatures / government / legal, lifelong learning, media/film, memory, Natural Language Processing (NLP), new business models, platforms, science, smart classrooms, smart/connected TV, society, STEAM-related, strategy, technologies for your home, technology (general), the downsides of how people use tech, tools, trends, United States, user experience (UX), videoconferencing, virtual field trips, virtual K-12 schools, Virtual Reality (VR) / worlds / learning, virtual tutoring, voice recognition / voice enabled interfaces, web-based collaboration, workplace, youth, by Daniel Christian

Key takeaways of this report:

Welcome to the Synthetic Decade.
You’ll soon have augmented hearing and sight.
A.I.-as-a-Service and Data-as-a-Service will reshape business.
China has created a new world order.
Home and office automation is nearing the mainstream.
Everyone alive today is being scored.
We’ve traded FOMO for abject fear.
It’s the end of forgetting.
Our new trust economy is being formed.

How AI can bridge the gap between business and IT [technative.io]

On 03/07/2020, in 21st century, analytics, Artificial Intelligence/Agents/LLMs/and Related, business, career development, change, computer science, corporate / business world, data related items, emerging technologies, future, global / globalization, trends, UK, United States, vendors, workplace, by Daniel Christian

How AI can bridge the gap between business and IT — from technative.io

Excerpts:

Artificial intelligence and intelligent automation are changing how businesses function. How they collect data, capture information, present it, and leverage it to gain more customers, convert more visitors, and expand their operations.
…
According to Gartner, the global business value derived from AI will reach $3.9 trillion by 2022, through improved customer experience, reduced operating costs, and new revenue generation. Gartner also predicts that automating decision-making by harnessing unstructured data will be a key driving force of this trend- growing AI-derived value from just 2 percent in 2018 to 16 percent in 2022.

Also see:

Cybercrime, meet AI — from technative.io

Excerpt:

The value of AI in this model is that it lets companies take large volumes of information and find clusters of similarity. This is always the focus of cybersecurity to a degree, but organisations are often unequipped to do so in sufficient depth because of time and resourcing constraints. By contrast, AI can whittle down vast quantities of seemingly unrelated data into a few actionable incidents or outputs at speed, giving companies the ability to quickly pick out potential threats in a huge haystack.

The ability to quickly turn large amounts of data into actionable insights is something that cybersecurity teams are going to need in the coming years, because AI could become a formidable enemy. Unlike malware, which is purely automated, AI is beginning to mimic humans to a worryingly accurate degree. It can draw pictures, age photographs of people, write well enough to persuade people of truths – or lies.

Why law librarians are so important in a data-driven world [Cadmus]

On 03/07/2020, in analytics, Artificial Intelligence/Agents/LLMs/and Related, Blockchain, bots, career development, data related items, law schools, legal technologies, legislatures / government / legal, library / librarians, technology (general), trends, UK, workplace, by Daniel Christian

Why law librarians are so important in a data-driven world — from Oxford University Press (blog.oup.com) by Femi Cadmus

Excerpt (emphasis DSC):

Looking ahead, the integration of technology in the work of law librarians will only increase. Over 90% of government law library employees say that artificial intelligence or machine learning has already affected their workflow by automating routine tasks. Over a quarter of law firms or corporations now have at least one active artificial intelligence initiative. Of those, more than half involve the library. It is therefore not surprising that the skills law library employees plan to develop in the next two years include artificial intelligence or machine learning, data analytics, and blockchain (in that order).

How higher education can adapt to the future of work [Jahanian]

On 03/06/2020, in analytics, art, Artificial Intelligence/Agents/LLMs/and Related, biology, business, change, colleges, communities of practice, community colleges, computer science, corporate / business world, curriculum, data related items, design, digital learning, economics, education technology, elearning, emerging technologies, future, future of higher education, game-changing environment, learning, learning ecosystem, Learning from the Living [Class] Room, legislatures / government / legal, lifelong learning, personalized/customized learning, strategy, student-related, teaching & learning, technology (general), trends, United States, universities, vision/possibilities, youth, by Daniel Christian

How higher education can adapt to the future of work — from weforum.org by Farnam Jahanian, President, Carnegie Mellon University; with thanks to Evan Kirstel for sharing this here

Excerpts:

Embrace the T-shaped approach to knowledge
The broad set of skills needed by tomorrow’s workforce also affects our approach to educational structure. At Carnegie Mellon University—like many other institutions—we have been making disciplinary boundaries much more porous and have launched programmes at the edges and intersections of traditional fields, such as behavioral economics, computational biology, and the nexus of design, arts, and technology. We believe this approach prepares our students for a future where thinking and working across boundaries will be vital. The value of combining both breadth and depth in higher education has also led to many universities embracing “T-shaped” teaching and learning philosophies, in which vertical (deep disciplinary) expertise is combined with horizontal (cross-cutting) knowledge.
…
Invest in personalised, technology-enhanced learning
The demand for more highly skilled workers continues to grow. Recent analysis of U.S. data by The Wall Street Journal found that more than 40% of manufacturing workers now have a college degree. By 2022, manufacturers are projected to employ more college graduates than workers with a high-school education or less. Technology-enhanced learning can help us keep up with demand and offer pathways for the existing workforce to gain new skills. AI-based learning tools developed in the past decade have incredible potential to personalise education, enhance college readiness and access, and improve educational outcomes. And perhaps most importantly, technology-enhanced learning has the compelling potential to narrow socioeconomic and racial achievement gaps among students.

The rapid pace of today’s advances requires a more comprehensive workforce and education strategy across a spectrum of measures, including policy, access, programmes and outreach. The private sector, government, educators and policy-makers must work together to deliver multiple pathways to opportunity for young people looking for their first foothold in the job market, as well as to re-skill and up-skill workers striving to maintain their place in the workforce.

How innovations in voice technology are reshaping education [Lee]

On 03/06/2020, in 21st century, 24x7x365 access, A/V -- audio/visual, Amazon, analytics, Artificial Intelligence/Agents/LLMs/and Related, assistive technologies, bots, Bring your own device (BYOD), career development, cloud-based computing / apps / other cloud-related, CMS/LMS, communications, content development, aggregation, repositories, convergence, Daniel S. Christian, digital learning, education technology, emerging technologies, future, human-computer interaction (HCI), innovation, intelligent systems, intelligent tutoring, interaction design, interactivity, internet, languages and translation, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning spaces, lifelong learning, mobile learning, mobile technologies, MOOCs -- Massive Open Online Courses, more voice more choice more control, multimedia, Natural Language Processing (NLP), new business models, online learning, online media, online tutoring, personalized/customized learning, platforms, podcasting, productivity / tips and tricks, smart classrooms, smart/connected TV, teaching online, technologies for your home, telecommunications, tools, trends, United States, vendors, voice recognition / voice enabled interfaces, by Daniel Christian

How innovations in voice technology are reshaping education — from edsurge.com by Diana Lee
Voice is the most accessible form you can think of when you think about any interface. In education, it’s already started to take off.

It could be basic questions about, “Am I taking a class to become X?” or “How strong are my skills relative to other people?” An assistant can help with that. It could potentially be a coach, something that follows you the rest of your life for education. I’m excited about that. People that can’t normally get access to this kind of information will get access to it. That’s the future.

From DSC:
The use of voice will likely be a piece of a next-generation learning platform.

More companies are using automated job screening systems to vet candidates, forcing jobseekers to learn new and absurd tricks to have their résumés seen by a human.

On 02/22/2020, in analytics, Artificial Intelligence/Agents/LLMs/and Related, business, career development, corporate / business world, the downsides of how people use tech, tools, trends, United States, workplace, by Daniel Christian

Cost cutting algorithms are making your job search a living hell — from vice.com by Nick Keppler
More companies are using automated job screening systems to vet candidates, forcing jobseekers to learn new and absurd tricks to have their résumés seen by a human.

Excerpts:

Companies are increasingly using automated systems to select who gets ahead and who gets eliminated from pools of applicants. For jobseekers, this can mean a series of bizarre, time-consuming tasks demanded by companies who have not shown any meaningful consideration of them.
…
Maneuvering around algorithmic gatekeepers to reach an actual person with a say in hiring has become a crucial skill, even if the tasks involved feel duplicitous and absurd. ATS software can also enable a company to discriminate, possibly unwittingly, based on bias-informed data and culling of certain psychological traits.

Until he started as a legal writer for FreeAdvice.com last month, Johnson, 36, said he was at potential employers’ whims. “I can’t imagine I’d move to the next round if I didn’t do what they said,” he told Motherboard.

Using AI to catch cheating…something to keep an eye on.

On 02/22/2020, in adjunct faculty, analytics, Artificial Intelligence/Agents/LLMs/and Related, colleges, community colleges, Daniel S. Christian, education technology, faculty/staff, higher education, ideas, teachers, teaching & learning, teaching online, by Daniel Christian

From DSC:
Using AI to catch cheating…something to keep an eye on.

AI in the perennial problem of authorship verification: From Shakespeare to contract cheating — from lmspulse.com

The 5 top tech skills companies want in new hires right now — from fortune.com by Anne Fisher; with thanks to Ryan Craig for his relaying this resource

Excerpts (emphasis DSC):

Tim Tully agrees. Chief technology officer at data giant Splunk—whose clients number 92 of the Fortune 100—Tully says that the most important trait IT job candidates need now is “a strong desire to learn.” It might be too broad of a requirement, but consider Tully’s own list of the five most essential tech skills now:

1. Real-time data management
2. Design thinking
3. App development
4. A.I. and machine learning
5. A composite of the first four skills

From DSC:
I’m especially posting this for students who are considering a tech-related career. If that’s you, Tim’s words ring true — you must have a strong desire to learn. And I would add, to keep learning and to keep learning and to keep learning…

If you are in IT, it’s wise to check in regularly on career progress – because staying still for too long could quickly lead to falling behind. (source)

Also, given the pace of change and today’s current marketplace, you need to be ready to be let go and take a right turn (i.e., be flexible and adaptable). You need to have a healthy learning ecosystem built up and maintained — one that will support you over the long haul. Heutagogy comes into play here. And at least for me, prayer helps greatly here too — as one can easily put one’s eggs into the wrong basket(s) when we’re talking about tech-related jobs.

And for you applying for jobs, don’t get discouraged by those organizations/people who are looking for those “purple unicorns” that Ryan Craig talks about in his Gap Letter Volume II, #4 (i.e., the perfect candidate who meets a ridiculously long list of requirements for the job).

Also see:

Below is a relevant excerpt from that report:

How to Hire a Great Data Scientist [toptal.com]

On 02/15/2020, in analytics, Artificial Intelligence/Agents/LLMs/and Related, bots, business, career development, data related items, Natural Language Processing (NLP), platforms, student-related, voice recognition / voice enabled interfaces, workplace, youth, by Daniel Christian

How to Hire a Great Data Scientist — from toptal.com; with thanks to Kathlyn Tantuan for this resource.

Excerpt:

What makes a great data scientist? The answer depends on the branch of data science in question and your specific needs, but all data scientists inevitably share a core set of skills. This comprehensive hiring guide outlines critical skills and explains how to pick the right data scientist for the job.

6 Ed Tech Trends to Watch in 2020 [Kelly, Burns, Frazee, & Perez]

On 02/13/2020, in accessibility / UDL, adjunct faculty, analytics, Artificial Intelligence/Agents/LLMs/and Related, Augmented Reality (AR), bots, business side of he, career development, change, changing business models, collaboration, colleges, community colleges, data related items, digital learning, digital video, education technology, emerging technologies, engagement / engaging students, future of higher education, higher education, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, learning ecosystem, Mixed Reality (MR), tools, trends, United States, universities, Virtual Reality (VR) / worlds / learning, vision/possibilities, workplace, by Daniel Christian

6 Ed Tech Trends to Watch in 2020 — from campustechnology.com by Rhea Kelly with:

Bridget Burns, Executive Director, University Innovation Alliance
James Frazee, Chief Academic Technology Officer and Associate VP, Instructional Technology Services, San Diego State University
Ernie Perez
Director, Educational Technology, Digital Learning & Innovation, Boston University

This year’s top issues in education technology reflect the bigger picture of a student’s pathway from individual courses all the way to graduation and career.

Topics include:

1) Workforce Readiness
2) Artificial Intelligence and Chatbots
3) Extended Reality (XR)
4) Video and Accessibility
5) Predictive Analytics and Advising
6) Industry Partnerships

BIGLAW 2040: What will happen when Gen Z is in charge? — from law360.com by Natalie Rodriguez

Excerpts:

The opportunities that BigLaw has begun offering associates to spend months-long stints working out of international offices will evolve from rare resume brags to almost standard career milestones for those interested in leadership positions.

“If you don’t have global experience, you’re not becoming a CEO anymore, and that’s going to be true of becoming a managing partner. If you want to be a global business, you’re going to have to understand the world,” Wilkins said.

The legal leaders of 2040 will also have to expand their circle — think data technicians, cybersecurity professionals, chief knowledge officers, legal tech and artificial intelligence systems engineers, all of whom are going to play much larger roles in the BigLaw ecosystem in the next few decades.

Addendum on 2/11/20:

The Skills Every Future Lawyer Needs — from law360.com by Erin Coe

Excerpt:

To provide those outcomes and solutions, many lawyers of the future will be responsible for building the systems that replace the old ways of working.

They will become legal knowledge engineers, legal risk managers, legal systems analysts, legal design thinkers and legal technologists, and they will be the ones solving clients’ problems, not through one-on-one advice, but through technology-delivered solutions, according to Susskind.

The challenge for existing lawyers is whether they are prepared over the next 20 years to retrain themselves for these new roles.

Experts say 23% of lawyers’ work can be automated—law schools are trying to stay ahead of the curve [Hess]

On 02/09/2020, in analytics, Artificial Intelligence/Agents/LLMs/and Related, data related items, law schools, legal technologies, legislatures / government / legal, lifelong learning, United States, universities, by Daniel Christian

Experts say 23% of lawyers’ work can be automated—law schools are trying to stay ahead of the curve — from cnbc.com by Abigail Hess

Excerpts:

While law school graduates out-earn those with just a high school or bachelor’s degree on average, the legal profession is not immune to the same technological trends that have touched essentially every industry.

Advances in technology such as artificial intelligence allow modern software to scan legal documents, streamline communications and find relevant casework for lawyers. McKinsey estimates that 23% of work done by lawyers can be automated by existing technology.
…
Another way law schools are working to increase their value proposition is by offering more lifelong learning resources.

Greif argues that to a significant extent, law schools have always been centers of lifelong learning, through conferences and collaboration with local bar associations, but says that some schools have been ramping up their offerings.

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