Artificial Intelligence / Machine Learning / Deep Learning

Exemplar of successful implementation of tech in schools — from donaldclarkplanb.blogspot.com by Donald Clark

Excerpts:

It was impressive to find a school network that took technology as seriously as Curro, in South Africa. They had invited me to give a keynote on AI for Learning, based on my book and experience but I hung around as the teacher sessions were so damn good. This is what I learnt, as I think it is a recipe for success.
…
This was the big surprise. There were glowing testimonials from teachers about the power of adaptive learning, using AI, to personalise learning for students. It was described as a ‘gamechanger’ by the teacher who presented, with clear targeting, so that efficient and relevant, individual interventions could be made for students. It was clear that they knew why they wanted this technology, had implemented it well and were using teacher feedback to spread the word internally.

I was giving a talk as part of that process. The day’s activities were under the banner of ‘Imagining 2022’. It’s hard enough to Imagine what any year will bring these days but it was clear that this was a learning organisation, willing to learn from their mistakes and make the effort to plan forward.

Also see:

Curro

What?!? Is this the kind of world that we want to create for our kids?! [Christian]

On 01/17/2022, in 21st century, 24x7x365 access, Artificial Intelligence / Machine Learning / Deep Learning, Asia, change, Daniel S. Christian, data mining, emerging technologies, legal reform, legislatures / government / legal, platforms, policy, political science, privacy, society, the downsides of technology, tools, United States, by Daniel Christian

Feds’ spending on facial recognition tech expands, despite privacy concerns — from by Tonya Riley

Excerpt:

The FBI on Dec. 30 signed a deal with Clearview AI for an $18,000 subscription license to the company’s facial recognition technology. While the value of the contract might seem just a drop in the bucket for the agency’s nearly $10 billion budget, the contract was significant in that it cemented the agency’s relationship with the controversial firm. The FBI previously acknowledged using Clearview AI to the Government Accountability Office but did not specify if it had a contract with the company.

From DSC:
What?!? Isn’t this yet another foot in the door for Clearview AI and the like? Is this the kind of world that we want to create for our kids?! Will our kids have any privacy whatsoever? I feel so powerless to effect change here. This technology, like other techs, will have a life of its own. Don’t think it will stop at finding criminals.

AI being used in the hit series called Person of Interest

This is a snapshot from the series entitled, “Person of Interest.“
Will this show prove to be right on the mark?

Addendum on 1/18/22:
As an example, check out this article:

Tencent is scanning kids’ faces to stop them using older relatives’ gaming accounts to get around China’s gaming restrictions — from businessinsider.com by Weilun Soon

Tencent is set to ramp up facial recognition on Chinese children who log into its gaming platform. The increased surveillance comes as the tech giant caps how long kids spend gaming on its platform. In August 2021, China imposed strict limits on how much time children could spend gaming online.

Reflections on “AI-powered chatbots, designed ethically, can support high-quality university teaching”

On 01/14/2022, in 21st century, 24x7x365 access, A/V -- audio/visual, adjunct faculty, Artificial Intelligence / Machine Learning / Deep Learning, bots, Canada, collaboration, colleges, community colleges, content aggregration, content development, content repositories, digital learning, education technology, emerging technologies, ethics, Europe, faculty, India, innovation, intelligent systems, intelligent tutoring, learning agents, learning ecosystem, Natural Language Processing (NLP), teaching & learning, teaching online, United States, user experience (UX), user interface design, using teams, vendors, vision/possibilities, voice recognition / voice enabled interfaces, by Daniel Christian

DC: The staff from Teaching & Learning Centers as well as the IT/AV staff would likely collaborate on creating/maintaining this type of database.#teachingandlearning #AV #IT #AI #NLP #highereducation https://t.co/Vs3RQJwrrH

— Daniel Christian (he/him/his) (@dchristian5) January 13, 2022

What’s ahead for AI, VR, NFTs, and more? [Loukides]

On 01/13/2022, in 21st century, algorithms, Amazon, Artificial Intelligence / Machine Learning / Deep Learning, bots, career development, collaboration, copyright/ownership/NFTs, emerging technologies, Facebook / Meta Platforms, future, game-changing environment, Google, higher education, United States, universities, Virtual Reality (VR) / worlds / learning, XR - extended reality, by Daniel Christian

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

Excerpt:

Just as we saw new professions and job classifications when the web appeared in the ’90s, we’ll see new professions and services appear as a result of AI—specifically, as a result of natural language processing. We don’t yet know what these new professions will look like or what new skills they’ll require. But they’ll almost certainly involve collaboration between humans and intelligent machines.

Also see:

How A.I. is set to evolve in 2022 — from cnbc.com by Sam Shead
Key Points:
* AI can excel at specific narrow tasks such as playing chess but it struggles to do more than one thing well.
* While AI still has a long way to go before anything like human-level intelligence is achieved, it hasn’t stopped the likes of Google, Facebook and Amazon investing billions of dollars.

A Move for ‘Algorithmic Reparation’ Calls for Racial Justice in AI [Johnson]

On 01/10/2022, in 21st century, 24x7x365 access, Access to Justice (A2J), algorithms, Artificial Intelligence / Machine Learning / Deep Learning, Bias | Diversity Equity & Inclusion (DE&I), computer science, data mining, emerging technologies, ethics, platforms, programming, society, sociology, United States, by Daniel Christian

A Move for ‘Algorithmic Reparation’ Calls for Racial Justice in AI — from wired.com by Khari Johnson
Researchers are encouraging those who work in AI to explicitly consider racism, gender, and other structural inequalities.

Excerpt:

FORMS OF AUTOMATION such as artificial intelligence increasingly inform decisions about who gets hired, is arrested, or receives health care. Examples from around the world articulate that the technology can be used to exclude, control, or oppress people and reinforce historic systems of inequality that predate AI.

“Algorithms are animated by data, data comes from people, people make up society, and society is unequal,” the paper reads. “Algorithms thus arc towards existing patterns of power and privilege, marginalization, and disadvantage.

14 Predictions for Higher Education in 2022 [Schaffhauser]

On 01/10/2022, in 21st century, 24x7x365 access, adult learning, Alternatives, Artificial Intelligence / Machine Learning / Deep Learning, Augmented Reality (AR), blended learning, Blockchain, business side of he, change, changing business models, cloud-based computing / apps / other cloud-related, colleges, community colleges, content aggregration, content development, content repositories, copyright/ownership/NFTs, corporate / business world, corporate universities / corporate training, cost of getting a degree, dangers of the status quo, Daniel S. Christian, digital learning, digital storytelling, digital video, disruption, distance education, education, education reform, education technology, elearning, emerging technologies, engagement / engaging students, experimentation, faculty, future of higher education, game-changing environment, higher education, ideas, immersion, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, law schools, leadership, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning preferences, learning spaces, more choice more control, New "Amazon.com" of Higher Education, new business models, online learning, pace of change, personalized/customized learning, platforms, reinvent, social learning / networks, society, staying relevant, streams of content, surviving, teaching & learning, teaching online, tools, training / L&D, trends, United States, universities, vendors, Virtual Reality (VR) / worlds / learning, vision/possibilities, workplace, XR - extended reality, by Daniel Christian

14 Predictions for Higher Education in 2022 — from campustechnology.com by Dian Schaffhauser

Excerpt:

Ask people working in higher education what they expect will happen in the new year, and the outlook is filled with visions that build on what we’ve been experiencing on college and university campuses for the last two years: a major focus on learning formats; continued exploitation of new technology; and the use of new digital models that move users “beyond Zoom.” Here we present the collective predictions of 14 IT leaders, instructional folks and a student about what they anticipate seeing in 2022. As one put it, “Let’s go, 2022! We have work to do!”

From DSC:
I’d like to thank Dian Schaffhauser, Rhea Kelly, and Mary Grush for letting me contribute some thoughts to the various conversations that Campus Technology Magazine hosts and/or initiates. I inserted some reflections into the above article and I hope that you’ll take a moment to read my and others’ thoughts out there.

Benefits of AI for educators and learners [Lynch]

On 01/07/2022, in algorithms, Artificial Intelligence / Machine Learning / Deep Learning, digital learning, education, educational games / serious games, game-changing environment, instructional design, learning, learning agents, learning ecosystem, Learning Experience Design, by Daniel Christian

Benefits of AI for educators and learners — from thetechedvocate.org by Matthew Lynch

Excerpt:

Artificial intelligence tech brings a lot of benefits to different fields, including education. Many researchers claim that artificial intelligence can lead to positive student outcomes in education.

Current innovations allow developers to train a computer to do complicated tasks. This can help to improve the teaching and learning processes; however, it’s not intended to replace the teacher or professor. Artificial intelligence provides some surprising benefits for learners and educators.

In this brief blog, we’ll discuss the benefits of artificial intelligence for educators and learners.

It would be a major bummer if you’re in the 3% who were innocent here [Christian]

On 12/31/2021, in 21st century, algorithms, Artificial Intelligence / Machine Learning / Deep Learning, Asia, data mining, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, society, sociology, by Daniel Christian

DC: I’m not saying there haven’t been mistakes made with human-based sentencing, but this would be a major bummer if you’re in the 3% who were innocent yet the AI said you were guilty.#AI #law #legaltech #courts #legal https://t.co/sSKNlkszwV

— Daniel Christian (he/him/his) (@dchristian5) December 28, 2021

The biggest tech trends of 2022, according to over 40 experts — from fastcompany.com by Mark Sullivan
Startup founders, Big Tech execs, VCs, and tech scholars offer their predictions on how Web3, the metaverse, and other emerging ideas will shape the next year.

We asked startup founders, Big Tech execs, VCs, scholars, and other experts to speculate on the coming year within their field of interest. Altogether, we collected more than 40 predictions about 2022. Together, they offer a smart composite look at the things we’re likely to be talking about by this time next year.

Top 22 Technology Trends 2022 — from unfoldlabs.com; with thanks to Pedro Ramon Lopez Garcia for his posting out on LinkedIn

Also see:

10 AI Predictions For 2022 — from forbes.com by Rob Toews

Three items related to how the legal realm needs to be ready to address emerging technologies

On 12/17/2021, in 21st century, Artificial Intelligence / Machine Learning / Deep Learning, career development, emerging technologies, innovation, law schools, legal reform, legislatures / government / legal, policy, by Daniel Christian

AI bots to user data: Is there space for rights in the metaverse? — from news.trust.org by Sonia Elks
In a virtual world populated by digital characters, privacy and property rights face unprecedented challenges, campaigners say

From virtual goods to AI-powered avatars that can be hired out by companies, a fast-growing digital world is pushing ownership and privacy rights into unchartered territory.

NYC Targets Artificial Intelligence Bias in Hiring Under New Law — from news.bloomberglaw.com by Erin Mulvaney

New York City has a new law on the books—one of the boldest measures of its kind in the country—that aims to curb hiring bias that can occur when businesses use artificial intelligence tools to screen out job candidates.

Employers in the city will be banned from using automated employment decision tools to screen job candidates, unless the technology has been subject to a “bias audit” conducted a year before the use of the tool.

‘Innovation Averse’ Law Schools Risk Missing Out on the Legal Industry’s Regulatory Renaissance — from law.com

“If law professors and legal educators and law school administrators aren’t in tune with how the practice of law is changing, not just in terms of how you deliver legal services, but these new areas that are emerging, then we’re doing a great disservice to our students,” said April Dawson, associate dean of Technology and Innovation at North Carolina Central University School of Law, during the “Redesigning Legal” speaker series panel discussion this week.

Top 10 Healthcare Artificial Intelligence News Of 2021 [Meskó & Dhunnoo]

On 12/16/2021, in 21st century, Artificial Intelligence / Machine Learning / Deep Learning, emerging technologies, Google, health, IBM, UK, United States, by Daniel Christian

Top 10 Healthcare Artificial Intelligence News Of 2021 — from medicalfuturist.com by Dr. Bertalan Meskó & Dr. Pranavsingh Dhunnoo

Excerpt:

As 2021 is about to wrap up, we are reflecting on some of the most important news revolving around artificial intelligence (A.I.) in healthcare. These range from the principles laying the groundwork for the safe and effective development of A.I.-powered medical devices to a sober look at the technology’s role in the pandemic. Without further ado, let’s take a look at the top 10 healthcare A.I. news of the year that was.

A provocative claim from DeepMind!

On 12/14/2021, in algorithms, Artificial Intelligence / Machine Learning / Deep Learning, communications, computer science, emerging technologies, Google, innovation, languages and translation, vendors, vision/possibilities, voice recognition / voice enabled interfaces, by Daniel Christian

DeepMind Says Its New AI Has Almost the Reading Comprehension of a High Schooler — from futurism.com by Victor Tangermann
A provocative claim!

Excerpt:

Alphabet’s AI research company DeepMind has released the next generation of its language model, and it says that it has close to the reading comprehension of a high schooler — a startling claim.

It says the language model, called Gopher, was able to significantly improve its reading comprehension by ingesting massive repositories of texts online.

If the vision of the “Web3” comes to fruition, how might these developments impact the future of lifelong learning? [Christian]

On 12/13/2021, in 21st century, 24x7x365 access, adult learning, Artificial Intelligence / Machine Learning / Deep Learning, Asia, Australia, Blockchain, Canada, career development, change, changing business models, cloud-based computing / apps / other cloud-related, colleges, content aggregration, content development, content repositories, copyright/ownership/NFTs, corporate / business world, corporate universities / corporate training, credentialing, cryptocurrencies, Daniel S. Christian, digital learning, disruption, education technology, emerging technologies, entrepreneurship, Europe, experimentation, Facebook / Meta Platforms, faculty, freelancing, future, future of higher education, game-changing environment, global / globalization, higher education, ideas, India, innovation, instructional design, internet, IT in HE, K-12 related, law schools, learner profiles, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods, learning preferences, learning spaces, lifelong learning, Metaverse, Michigan, MOOCs -- Massive Open Online Courses, more choice more control, online learning, online media, skills, society, staying relevant, streams of content, surviving, teachers, teaching & learning, teaching online, tools, training / L&D, UK, United States, vendors, web-based collaboration, Web3, by Daniel Christian

The next age of the internet could suck power away from Big Tech while living on the same backbone as cryptocurrencies. Here’s what to know about Web3. — from businessinsider.com by Katie Canales

Excerpts (emphasis DSC):

Web3 is the next generation of the internet and will exist on the blockchain.
It will be decentralized, meaning it won’t be controlled entities like Facebook or Google.
Twitter, GameStop, Reddit, and VC firm a16z are all putting resources into building Web3.

…

One aspect of the metaverse is that users will hopefully be able to go virtually from platform to platform with one single account — just like we will in Web3.

And NFTs, one-of-a-kind tokens representing your ownership of a virtual good, could be more easily bought and sold with cryptocurrencies within a space like Web3.

From DSC:
How might “Web3” translate into the future of lifelong learning? Here’s one vision/possibility:

Each person would have a learner profile/account that could seamlessly log into multiple education/training providers’ platforms and services. The results of that learning could be stored in one’s cloud-based learner profile. This type of next-generation learning platform would still need subject matter experts, instructional designers, programmers, and other team members. But the focus would be on building skills — skills that an artificial intelligence-backed interface would demonstrate are currently being requested by the modern workplace. This constantly-being-updated list of skills could then link to the learning-related experiences and resources that people could choose from in order to develop those skills.

The following vision/graphic also comes to my mind:

From DSC:
As I looked at the article below, I couldn’t help but wonder…what is the role of the American Bar Association (ABA) in this type situation? How can the ABA help the United States deal with the impact/place of emerging technologies?

Clearview AI will get a US patent for its facial recognition tech — from engadget.com by J. Fingas
Critics are worried the company is patenting invasive tech.

Excerpt:

Clearview AI is about to get formal acknowledgment for its controversial facial recognition technology. Politico reports Clearview has received a US Patent and Trademark Office “notice of allowance” indicating officials will approve a filing for its system, which scans faces across public internet data to find people from government lists and security camera footage. The company just has to pay administrative fees to secure the patent.

In a Politico interview, Clearview founder Hoan Ton-That claimed this was the first facial recognition patent involving “large-scale internet data.” The firm sells its tool to government clients (including law enforcement) hoping to accelerate searches.

As you might imagine, there’s a concern the USPTO is effectively blessing Clearview’s technology and giving the company a chance to grow despite widespread objections to its technology’s very existence.

Privacy, news, facial recognition, USPTO, internet, patent,
Clearview AI, surveillance, tomorrow, AI, artificial intelligence

Learning Ecosystems

What?!? Is this the kind of world that we want to create for our kids?! [Christian]

Reflections on “AI-powered chatbots, designed ethically, can support high-quality university teaching”

What’s ahead for AI, VR, NFTs, and more? [Loukides]

A Move for ‘Algorithmic Reparation’ Calls for Racial Justice in AI [Johnson]

Benefits of AI for educators and learners [Lynch]

It would be a major bummer if you’re in the 3% who were innocent here [Christian]

The biggest tech trends of 2022, according to over 40 experts [Sullivan]

Top 22 Technology Trends 2022 [unfoldlabs.com]

Three items related to how the legal realm needs to be ready to address emerging technologies

Top 10 Healthcare Artificial Intelligence News Of 2021 [Meskó & Dhunnoo]

A provocative claim from DeepMind!

What is the role of the American Bar Association (ABA) in this? [Christian]

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