computer science - Learning Ecosystems

Coursera’s Global Skills Report: A helpful resource for understanding the world’s most in-demand skills

On 06/21/2022, in adult learning, Africa, Artificial Intelligence / Machine Learning / Deep Learning, Asia, business, career development, cloud-based computing / apps / other cloud-related, communications, computer science, corporate / business world, corporate universities / corporate training, data mining, entrepreneurship, Europe, game-changing environment, higher education, internet, leadership, learning, learning ecosystem, mathematics, MBA, new media literacies, professional development, programming, reinvent, skills, society, staying relevant, strategy, surviving, technology (general), training / L&D, trends, UK, United States, universities, vendors, web design and production, workplace, by Daniel Christian

Coursera’s Global Skills Report

Excerpt from the Executive Summary:

Here are some of our top findings:

Digital skills are the shared language of the modern economy.
Women’s participation continued to rise.
The developing world had the highest rate of learner growth.
Lower levels of internet access mean lower levels of skills proficiency.
Courses in human skills had more learners from developed countries, while those in digital skills had more from developing ones.
The U.S. held steady in its overall skills proficiency ranking—yet it lost meaningful ground in core technology and data science skills.
Europe leads the world in skills proficiency.
Proficiency in technology and data science skills varies widely across the Asia-Pacific region.
Learners used Coursera to understand the pandemic.

Conduct Your Own Virtual Orchestra In Maestro VR — from vrscout.com by Kyle Melnick

Niantic moves beyond games with Lightship AR platform and a social network — from theverge.com by Alex Heath
The maker of Pokémon Go is releasing its AR map for other apps and a location-based social network called Campfire

Excerpt:

Niantic made a name for itself in the mobile gaming industry through the enduring success of Pokémon Go. Now the company is hoping to become something else: a platform for other developers to build location-aware AR apps on top of.

disguise launches Metaverse Solutions division enabling next-level extended reality experiences — from etnow.com

Excerpt:

UK – disguise, the visual storytelling platform and market leader for extended reality (xR) solutions has launched its Metaverse Solutions division to enable the next generation of extraordinary live, virtual production and audiovisual location-based experiences for the metaverse.

The recent rise of real-time 3D graphics rendering capabilities in gaming platforms means that today’s audiences are craving richer, more immersive experiences that are delivered via the metaverse. While the metaverse is already defined as an $8 trillion dollar opportunity by Goldman Sachs, companies are still finding it challenging to navigate the technical elements needed to start building metaverse experiences.

On this item, also see:

disguise.one

disguise launches Metaverse Solutions division — from televisual.com by

Excerpt:

“Our xR technology combines key metaverse building blocks including real-time 3D graphics, spatial technologies and advanced display interfaces – all to deliver a one-of-a-kind gateway to the metaverse,” says disguise CXO and head of Metaverse Solutions Alex Wills.

“The rise of the self-service [legal] delivery model” plus four other legal-related items

On 06/12/2022, in 21st century, 24x7x365 access, career development, change, communications, computer science, expectations, future, ideas, innovation, law schools, legal reform, legal technologies, legislatures / government / legal, mobile technologies, programming, UK, United States, by Daniel Christian

How has your legal service delivery model changed as we look forward to post-pandemic life? — from legal.thomsonreuters.com

Excerpt:

The rise of the self-service delivery model
Self-service for legal clients was already a trend before COVID, a trend that accelerated during the shutdowns. Clients now expect to be able to find answers themselves to many of their basic legal questions. Call it the Google-fication of legal service delivery. Clients also want to be able to see their matter statuses without having to take the time to call their lawyers, possibly incurring a charge.

Below are some other legal-related items:

Law Schools Are Changing Thanks To Legal Tech — from lawyer-monthly.com
New digital skills courses are rapidly being added to undergraduate law degrees in the UK. While the first students are currently studying the digital skills course, it’s expected that further students will take part over the coming months. Here, we explore what digital skills courses in law schools are covering.

Pioneers and Pathfinders: Bob Ambrogi — from seyfarth.com by J. StephenPoor

Description of podcast:

For anyone following the rapidly evolving area of legal technology, today’s guest will be a familiar voice. Bob Ambrogi—lawyer, journalist, media consultant, and blogger—has been working at the intersection of law, media, and technology for 40 years. He is known internationally for his expertise in legal technology, legal practice, and legal ethics. He’s won numerous awards for his blog and his leading role on the cutting edge of change in the industry, including being named to Fastcase 50 and Legal Rebels Trailblazers. Before entering the blogosphere, Bob was an editor at a number of mainstream legal publications.

In today’s conversation, we talk about Bob’s journey as a journalist, his views on the current state of mainstream media, the potential of regulatory reform to further disrupt the industry, and the growing diversity of the legal technology industry.

***

>$425M in investment has poured into #contractmanagement in 2022. Here’s a ? on (i) possible reasons this is happening and (ii) where this market is going /1https://t.co/bYaWxOiY4Y

— Noah Waisberg (@nwaisb) May 17, 2022

Founders Forum invests in fintech-focused virtual law startup Chronos Law — from globallegalpost.com by Ben Edwards
Chronos will be rebranded Founders Law as part of the deal

Bohills said: “Most tech businesses require flexible legal services that don’t fit the traditional law firm model. I designed the firm to scale with the ambitious startups we support. This new investment will enable us to further recruit and satisfy the growing demand from the tech sector and its need for a new way to access legal advice.

Ransomware is already out of control. AI-powered ransomware could be ‘terrifying.’ [Alspach]

On 05/16/2022, in Artificial Intelligence / Machine Learning / Deep Learning, computer science, emerging technologies, future, health, human-computer interaction (HCI), the downsides of technology, usability, user experience (UX), vendors, by Daniel Christian

Ransomware is already out of control. AI-powered ransomware could be ‘terrifying.’ — from protocol.com by Kyle Alspach
Hiring AI experts to automate ransomware could be the next step for well-endowed ransomware groups that are seeking to scale up their attacks.

Excerpt:

In the perpetual battle between cybercriminals and defenders, the latter have always had one largely unchallenged advantage: The use of AI and machine learning allows them to automate a lot of what they do, especially around detecting and responding to attacks. This leg-up hasn’t been nearly enough to keep ransomware at bay, but it has still been far more than what cybercriminals have ever been able to muster in terms of AI and automation.

That’s because deploying AI-powered ransomware would require AI expertise. And the ransomware gangs don’t have it. At least not yet.

But given the wealth accumulated by a number of ransomware gangs in recent years, it may not be long before attackers do bring aboard AI experts of their own, prominent cybersecurity authority Mikko Hyppönen said.

Also re: AI, see:

Nuance partners with The Academy to launch The AI Collaborative — from artificialintelligence-news.com by Ryan Daws

Excerpt:

Nuance has partnered with The Health Management Academy (The Academy) to launch The AI Collaborative, an industry group focused on advancing healthcare using artificial intelligence and machine learning.

Nuance became a household name for creating the speech engine recognition engine behind Siri. In recent years, the company has put a strong focus on AI solutions for healthcare and is now a full-service partner of 77 percent of US hospitals and is trusted by over 500,000 physicians daily.

Inflection AI, led by LinkedIn and DeepMind co-founders, raises $225M to transform computer-human interactions — from techcrunch.com by Kyle Wiggers

Excerpts:

Inflection AI, the machine learning startup headed by LinkedIn co-founder Reid Hoffman and founding DeepMind member Mustafa Suleyman, has secured $225 million in equity financing, according to a filing with the U.S. Securities and Exchange Commission.
…
“[Programming languages, mice, and other interfaces] are ways we simplify our ideas and reduce their complexity and in some ways their creativity and their uniqueness in order to get a machine to do something,” Suleyman told the publication. “It feels like we’re on the cusp of being able to generate language to pretty much human-level performance. It opens up a whole new suite of things that we can do in the product space.”

AI research is a dumpster fire and Google’s holding the matches — from thenextweb.com by Tristan Greene
Scientific endeavor is no match for corporate greed

Excerpts:

The world of AI research is in shambles. From the academics prioritizing easy-to-monetize schemes over breaking novel ground, to the Silicon Valley elite using the threat of job loss to encourage corporate-friendly hypotheses, the system is a broken mess.

And Google deserves a lion’s share of the blame.
…
Google, more than any other company, bears responsibility for the modern AI paradigm. That means we need to give big G full marks for bringing natural language processing and image recognition to the masses.

It also means we can credit Google with creating the researcher-eat-researcher environment that has some college students and their big-tech-partnered professors treating research papers as little more than bait for venture capitalists and corporate headhunters.

But the system’s set up to encourage the monetization of algorithms first, and to further the field second. In order for this to change, big tech and academia both need to commit to wholesale reform in how research is presented and reviewed.

Also relevant/see:

Every month Essentials publish an Industry Trend Report on AI in general and the following related topics:

AI Research
AI Applied Use Cases
AI Ethics
AI Robotics
AI Marketing
AI Cybersecurity
AI Healthcare

It’s never too early to get your AI ethics right — from protocol.com by Veronica Irwin
The Ethical AI Governance Group wants to give startups a framework for avoiding scandals and blunders while deploying new technology.

Excerpt:

To solve this problem, a group of consultants, venture capitalists and executives in AI created the Ethical AI Governance Group last September. In March, it went public, and published a survey-style “continuum” for investors to use in advising the startups in their portfolio.

The continuum conveys clear guidance for startups at various growth stages, recommending that startups have people in charge of AI governance and data privacy strategy, for example. EAIGG leadership argues that using the continuum will protect VC portfolios from value-destroying scandals.

Radar trends to watch: May 2022 — from oreilly.com
Developments in Web3, Security, Biology, and More

Excerpt:

April was the month for large language models. There was one announcement after another; most new models were larger than the previous ones, several claimed to be significantly more energy efficient.

Radar trends to watch: April 2022 — from oreillky.com by Mike Loukides
Developments in Programming, Biology, Hardware, and More

5 Digital Transformation Themes for Higher Education — from
Explore key topics and event recordings from our latest deep dive into Digital Transformation in Higher Education.

The semiconductor decade: A trillion-dollar industry — from mckinsey.com by Ondrej Burkacky, Julia Dragon, and Nikolaus Lehmann

Drilling down into individual subsegments, about 70 percent of growth is predicted to be driven by just three industries: automotive, computation and data storage, and wireless.

Addendum later on 4/8/22:

10 Legal Tech Trends for 2022 and Beyond…with Thought Leaders’ Insights! — from netdocuments.com

45 Next Generation Learning Tools That Kids Will Love [ireviews.com]

On 03/31/2022, in 21st century, 24x7x365 access, active learning, art, attention, communications, computer science, content development, culture, curriculum, digital learning, education, education reform, elearning, engagement / engaging students, geography / geology, Google, history, K-12 related, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning preferences, mathematics, Microsoft, platforms, programming, reading, science, skills, social learning / networks, STEAM-related, student teaching/teacher education, student-related, teachers, teaching & learning, teaching online, tools, vendors, writing, youth, by Daniel Christian

45 Next Generation Learning Tools That Kids Will Love — from ireviews.com with thanks to Alex Ward for this resource

Excerpts:

There’s a wide range of tools designed to support curriculum and help teachers and students achieve their goals. These are our top picks for school students of every age, due to their impressive functionality and simple integration into the classroom.

From DSC:
Below is a sample screenshot from the Elementary school resources section. They also have resources for middle schoolers and high schoolers.

Technology Trends for 2022 — from oreilly.com
What O’Reilly Learning Platform Usage Tells Us About Where the Industry Is Headed

Excerpt:

It’s been a year since our last report on the O’Reilly learning platform. Last year we cautioned against a “horse race” view of technology. That caution is worth remembering: focus on the horse race and the flashy news and you’ll miss the real stories. While new technologies may appear on the scene suddenly, the long, slow process of making things that work rarely attracts as much attention. We start with an explosion of fantastic achievements that seem like science fiction—imagine, GPT-3 can write stories!—but that burst of activity is followed by the process of putting that science fiction into production, of turning it into real products that work reliably, consistently, and fairly. AI is making that transition now; we can see it in our data. But what other transitions are in progress? What developments represent new ways of thinking, and what do those ways of thinking mean? What are the bigger changes shaping the future of software development and software architecture? This report is about those transitions.

O’Reilly Answers
We’re very excited about O’Reilly Answers, the newest product on the platform. Answers is an intelligent search that takes users directly to relevant content, whether that’s a paragraph from a book, a snippet of a video, or a block of code that answers a question. Rather than searching for an appropriate book or video and skimming through it, you can ask a specific question like “How do you flatten a list of lists in Python?” (a question I’ve asked several times).

Also see:

Radar trends to watch: March 2022 — from oreilly.com
Developments in AI, Blockchain, Education, and More

Also see:

Fifteen women in technology share their experiences of the working world — from technative.io

Over Half of Students Surveyed See Coding Skills as Vital But Over a Third Lack Learning Access [Kuykendall]

On 03/30/2022, in career development, computer science, curriculum, education, education reform, IT in HE, K-12 related, programming, youth, by Daniel Christian

Over Half of Students Surveyed See Coding Skills as Vital But Over a Third Lack Learning Access — from thejournal.com by Kristal Kuykendall

Excerpt:

A new survey by KX shows that over half of U.S. students ages 16–23 believe coding skills are as important as foreign language skills for future career prospects, yet more than a third say they lack educational access to coding programs

Announcing the 2022 AI Index Report — from hai.stanford.edu by Stanford University

Excerpt/description:

Welcome to the Fifth Edition of the AI Index

The AI Index is an independent initiative at the Stanford Institute for Human-Centered Artificial Intelligence (HAI), led by the AI Index Steering Committee, an interdisciplinary group of experts from across academia and industry. The annual report tracks, collates, distills, and visualizes data relating to artificial intelligence, enabling decision-makers to take meaningful action to advance AI responsibly and ethically with humans in mind.

The 2022 AI Index report measures and evaluates the rapid rate of AI advancement from research and development to technical performance and ethics, the economy and education, AI policy and governance, and more. The latest edition includes data from a broad set of academic, private, and non-profit organizations as well as more self-collected data and original analysis than any previous editions.

Also relevant/see:

Andrew Ng predicts the next 10 years in AI — from venturebeat.com by George Anadiotis
Nvidia’s latest AI wizardry turns 2D photos into 3D scenes in milliseconds — from thenextweb.com by Thomas Macaulay
The Polaroid of the future?
Nvidia events are renowned for mixing technical bravado with splashes of showmanship — and this year’s GTC conference was no exception. The company ended a week that introduced a new enterprise GPU and an Arm-based “superchip” with a trademark flashy demo. Some 75 years after the world’s first instant photo captured the 3D world in a 2D picture…

Nvidia believes Instant NeRF could generate virtual worlds, capture video conferences in 3D, and reconstruct scenes for 3D maps.

What’s ahead for AI, VR, NFTs, and more? — from oreilly.com by Mike Loukides
Here are some predictions for tech in 2022.

Inclusive Hiring in Tech: How to Write More Inclusive Job Descriptions [from one of our nieces, Jill Bender]

On 03/07/2022, in Amazon, Apple, Bias | Diversity Equity & Inclusion (DE&I), career development, computer science, corporate / business world, culture, innovation, participation, programming, technology (general), United States, workplace, by Daniel Christian

Inclusive Hiring in Tech: How to Write More Inclusive Job Descriptions — from one of our nieces, Ms. Jill Bender

Addendum on 3/8/22:

How sponsorship can help women in tech advance — from mckinsey.com

From DSC: I solute you Data Scientists out there! :)

On 03/04/2022, in algorithms, analytics, Artificial Intelligence / Machine Learning / Deep Learning, career development, computer science, data mining, by Daniel Christian

Glossary of Data Science Terminology: A Beginner’s Guide https://t.co/PRUAc99Bfw

DC: The learning curve still looks pretty steep for a beginner's guide! I solute you Data Scientists out there! 🙂

— Daniel Christian (he/him/his) (@dchristian5) March 4, 2022

From DSC:
After checking out the following two links, I created the graphic below:

Readability initiative > Better reading for all. — from Adobe.com
We’re working with educators, nonprofits, and technologists to help people of all ages and abilities read better by personalizing the reading experience on digital devices.
The Readability Consortium > About page

Also related/see:

Microsoft Education Unveils Expanded Literacy, Accessibility Tools for Students and Teachers — from thejournal.com by Kristal Kuykendall
Announcing an expanded literacy portfolio to reach every learner — from educationblog.microsoft.com by Paige Johnson
What Kids Are Reading — from renaissance.com

Accelerated Digital Skills and the ‘Bootcamp Boom’. [holoniq.com]

On 03/01/2022, in Africa, Alternatives, Asia, Australia, business, Canada, career development, changing business models, CMS/LMS, collaboration, colleges, community colleges, computer science, content aggregration, content development, content repositories, cost of getting a degree, credentialing, education technology, Europe, future, future of higher education, game-changing environment, global / globalization, higher education, India, innovation, languages and translation, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning preferences, legislatures / government / legal, lifelong learning, marketplaces, new business models, organizational change, platforms, programming, reinvent, skills, staying relevant, STEAM-related, technology (general), universities, vision/possibilities, by Daniel Christian

Accelerated Digital Skills and the ‘Bootcamp Boom’. — from holoniq.com
The market for accelerated digital skills is stepping up to a whole new level. Bootcamps, among others, are evolving rapidly to meet the opportunity.

Excerpt:

Tech Bootcamps re-skilled and up-skilled over 100,000 professionals globally in 2021, up from less than 20,000 in 2015. We expect this number to reach over 380,000 by 2025 representing over $3B of expenditure with significant upside as tech up-skilling models and modes overlap and converge. Governments, employers, universities and colleges everywhere are embracing rapid, high ROI training to build capacity in software, marketing, cyber and tech sales to drive their economies and growth.

Also from holoniq.com, see:

Global EdTech 1000. 2021 Stats and 2022 Applications Open
Benchmarking the 2021 Global EdTech 1000 as we open applications for 2022

Also relevant/see:

What’s the most effective way to find qualified tech candidates in unlikely places? — from

Learning Ecosystems

Coursera’s Global Skills Report: A helpful resource for understanding the world’s most in-demand skills

“Conduct Your Own Virtual Orchestra In Maestro VR” [Melnick] + four other XR-related items

“The rise of the self-service [legal] delivery model” plus four other legal-related items

Ransomware is already out of control. AI-powered ransomware could be ‘terrifying.’ [Alspach]

“AI research is a dumpster fire and Google’s holding the matches” [Greene] + two other items re: AI

Radar trends to watch: May 2022 | Developments in Web3, Security, Biology, & More [oreilly.com]

Three items re: trends

Technology Trends for 2022 [O’Reilly]

Announcing the 2022 AI Index Report [Stanford University]

Inclusive Hiring in Tech: How to Write More Inclusive Job Descriptions [from one of our nieces, Jill Bender]

From DSC: I solute you Data Scientists out there! :)

Here are two potentially powerful “What if?” ideas [Christian]

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