Artificial Intelligence/Agents/LLMs/and Related

UIX: When the future comes to West Michigan, will we be ready? [Russell]

On 01/28/2019, in 21st century, adult learning, Artificial Intelligence/Agents/LLMs/and Related, business, change, colleges, community colleges, computer science, corporate / business world, dangers of the status quo, Daniel S. Christian, emerging technologies, future, game-changing environment, global / globalization, higher education, ideas, intelligent systems, law schools, legislatures / government / legal, lifelong learning, Michigan, pace of change, platforms, reinvent, society, staying relevant, streams of content, student-related, surviving, technologies for your home, technology (general), the downsides of how people use tech, tools, training / L&D, trends, United States, universities, by Daniel Christian

UIX: When the future comes to West Michigan, will we be ready? — from rapidgrowthmedia.com by Matthew Russell

Excerpts (emphasis DSC):

“Here in the United States, if we were to personify things a bit, it’s almost like society is anxiously calling out to an older sibling (i.e., emerging technologies), ‘Heh! Wait up!!!'” Christian says. “This trend has numerous ramifications.”

Out of those ramifications, Christian names three main points that society will have to address to fully understand, make use of, and make practical, future technologies.

The need for the legal/legislative side of the world to close the gap between what’s possible and what’s legal
The need for lifelong learning and to reinvent oneself
The need to make pulse-checking/futurism an essential tool in the toolbox of every member of the workforce today and in the future

Photos by Adam Bird

From DSC:
The key thing that I was trying to relay in my contribution towards Matthew’s helpful article was that we are now on an exponential trajectory of technological change. This trend has ramifications for numerous societies around the globe, and it involves the legal realm as well. Hopefully, all of us in the workforce are coming to realize our need to be constantly pulse-checking the relevant landscapes around us. To help make that happen, each of us needs to be tapping into the appropriate “streams of content” that are relevant to our careers so that our knowledgebases are as up-to-date as possible. We’re all into lifelong learning now, right?

Along these lines, increasingly there is a need for futurism to hit the mainstream. That is, when the world is moving at 120+mph, the skills and methods that futurists follow must be better taught and understood, or many people will be broadsided by the changes brought about by emerging technologies. We need to better pulse-check the relevant landscapes, anticipate the oncoming changes, develop potential scenarios, and then design the strategies to respond to those potential scenarios.

Two articles regarding Artificial Intelligence (AI) in the K-12 classroom

On 01/26/2019, in 21st century, Amazon, Apple, Artificial Intelligence/Agents/LLMs/and Related, bots, computer science, curriculum, digital learning, education, education technology, emerging technologies, engagement / engaging students, Google, K-12 related, online learning, teachers, United States, youth, by Daniel Christian

Online curricula helps teachers tackle AI in the classroom — from educationdive.com by Lauren Barack

Dive Brief:

Schools may already use some form of artificial intelligence (AI), but hardly any have curricula designed to teach K-12 students how it works and how to use it, wrote EdSurge. However, organizations such as the International Society for Technology in Education (ISTE) are developing their own sets of lessons that teachers can take to their classrooms.
Members of “AI for K-12” — an initiative co-sponsored by the Association for the Advancement of Artificial Intelligence and the Computer Science Teachers Association — wrote in a paper that an AI curriculum should address five basic ideas:
- Computers use sensors to understand what goes on around them.
- Computers can learn from data.
- With this data, computers can create models for reasoning.
- While computers are smart, it’s hard for them to understand people’s emotions, intentions and natural languages, making interactions less comfortable.
- AI can be a beneficial tool, but it can also harm society.
These kinds of lessons are already at play among groups including the Boys and Girls Club of Western Pennsylvania, which has been using a program from online AI curriculum site ReadyAI. The education company lent its AI-in-a-Box kit, which normally sells for $3,000, to the group so it could teach these concepts.

AI curriculum is coming for K-12 at last. What will it include? — from edsurge.com by Danielle Dreilinger

Excerpt:

Artificial intelligence powers Amazon’s recommendations engine, Google Translate and Siri, for example. But few U.S. elementary and secondary schools teach the subject, maybe because there are so few curricula available for students. Members of the “AI for K-12” work group wrote in a recent Association for the Advancement of Artificial Intelligence white paper that “unlike the general subject of computing, when it comes to AI, there is little guidance for teaching at the K-12 level.”

But that’s starting to change. Among other advances, ISTE and AI4All are developing separate curricula with support from General Motors and Google, respectively, according to the white paper. Lead author Dave Touretzky of Carnegie Mellon has developed his own curriculum, Calypso. It’s part of the “AI-in-a-Box” kit, which is being used by more than a dozen community groups and school systems, including Carter’s class.

What does it say when a legal blockchain eBook has 1.7M views (in 2 weeks time)? [Cohen]

On 01/24/2019, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, Australia, Blockchain, bots, career development, change, emerging technologies, human-computer interaction (HCI), intelligent systems, internet, law schools, legislatures / government / legal, pace of change, technology (general), vendors, workplace, by Daniel Christian

What does it say when a legal blockchain eBook has 1.7M views? — from legalmosaic.com by Mark A. Cohen

Excerpts (emphasis DSC):

“Blockchain For Lawyers,” a recently-released eBook by Australian legal tech company Legaler, drew 1.7M views in two weeks. What does that staggering number say about blockchain, legal technology, and the legal industry? Clearly, blockchain is a hot legal topic, along with artificial intelligence (AI), and legal tech generally.
…
Legal practice and delivery are each changing. New practice areas like cryptocurrency, cybersecurity, and Internet law are emerging as law struggles to keep pace with the speed of business change in the digital age. Concurrently, several staples of traditional practice–research, document review, etc.– are becoming automated and/or no longer performed by law firm associates. There is more “turnover” of practice tasks, more reliance on machines and non-licensed attorneys to mine data and provide domain expertise used by lawyers, and more collaboration than ever before. The emergence of new industries demands that lawyers not only provide legal expertise in support of new areas but also that they possess intellectual agility to master them quickly. Many practice areas law students will encounter have yet to be created. That means that all lawyers will be required to be more agile than their predecessors and engage in ongoing training.

Amazon has 10,000 employees dedicated to Alexa — here are some of the areas they’re working on [Hartmans]

On 01/23/2019, in 21st century, 24x7x365 access, Amazon, Artificial Intelligence/Agents/LLMs/and Related, bots, business, career development, cloud-based computing / apps / other cloud-related, CMS/LMS, computer science, corporate / business world, corporate universities / corporate training, Daniel S. Christian, digital audio, digital learning, education technology, emerging technologies, experimentation, future, game-changing environment, global / globalization, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, intelligent systems, intelligent tutoring, interactivity, internet, K-12 related, law schools, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning spaces, lifelong learning, microlearning, mobile learning, Natural Language Processing (NLP), Near Field Communication (NFC), personalized/customized learning, platforms, productivity / tips and tricks, smart classrooms, society, technologies for your home, tools, training / L&D, trends, TVs, United States, using teams, vendors, vision/possibilities, voice recognition / voice enabled interfaces, workplace, by Daniel Christian

Amazon has 10,000 employees dedicated to Alexa — here are some of the areas they’re working on — from businessinsider.com by Avery Hartmans

Summary (emphasis DSC):

Amazon’s vice president of Alexa, Steve Rabuchin, has confirmed that yes, there really are 10,000 Amazon employees working on Alexa and the Echo.
Those employees are focused on things like machine learning and making Alexa more knowledgeable.
Some employees are working on giving Alexa a personality, too.

From DSC:
How might this trend impact learning spaces? For example, I am interested in using voice to intuitively “drive” smart classroom control systems:

“Alexa, turn on the projector”
“Alexa, dim the lights by 50%”
“Alexa, open Canvas and launch my Constitutional Law I class”

AI fail: Japan’s Henn-na Hotel dumps ‘annoying’ robot staff, hires humans [Ryall]

On 01/21/2019, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, Asia, business, future, game-changing environment, robotics, society, tools, workplace, by Daniel Christian

AI fail: Japan’s Henn-na Hotel dumps ‘annoying’ robot staff, hires humans — from scmp.com by Julian Ryall
Dinosaur receptionists are a thing of the past as Japan’s first robot hotel concludes there “are places where they are just not needed”

Excerpt:

The hotel decided to withdraw the dinosaur and humanoid robots that staffed front desks at its properties because they were unable to respond to queries from guests about local attractions or access to airports. Humans were also on stand-by every time a guest’s passport needed to be registered.

That said, also see:

AI predictions for 2019 from Yann LeCun, Hilary Mason, Andrew Ng, and Rumman Chowdhury — from venturebeat.com by Khair Johnson

Excerpt:

In the year ahead, Chowdhury expects to see more government scrutiny and regulation of tech around the world.

“AI and the power that is wielded by the global tech giants raises a lot of questions about how to regulate the industry and the technology,” she said. “In 2019, we will have to start coming up with the answers to these questions — how do you regulate a technology when it is a multipurpose tool with context-specific outcomes? How do you create regulation that doesn’t stifle innovation or favor large companies (who can absorb the cost of compliance) over small startups? At what level do we regulate? International? National? Local?”

She also expects to see the continued evolution of AI’s role in geopolitical matters.

“This is more than a technology, it is an economy- and society-shaper. We reflect, scale, and enforce our values in this technology, and our industry needs to be less naive about the implications of what we build and how we build it,” she said. For this to happen, she believes people need to move beyond the idea common in the AI industry that if we don’t build it, China will, as if creation alone is where power lies.

“We hold the responsibility of recreating the world in a way that is more just, more fair, and more equitable while we have the rare opportunity to do so. This moment in time is fleeting; let’s not squander it.”

Gartner survey shows 37% of organizations have implemented AI in some form [gartner.com]

On 01/21/2019, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, bots, business, career development, change, computer science, corporate / business world, corporate universities / corporate training, emerging technologies, pace of change, platforms, programming, workplace, by Daniel Christian

Gartner survey shows 37% of organizations have implemented AI in some form — from gartner.com
Despite talent shortages, the percentage of enterprises employing AI grew 270% over the past four years

Excerpt:

The number of enterprises implementing artificial intelligence (AI) grew 270 percent in the past four years and tripled in the past year, according to the Gartner, Inc. 2019 CIO Survey. Results showed that organizations across all industries use AI in a variety of applications, but struggle with acute talent shortages.

The deployment of AI has tripled in the past year — rising from 25 percent in 2018 to 37 percent today. The reasons for this big jump is that AI capabilities have matured significantly and thus enterprises are more willing to implement the technology. “We still remain far from general AI that can wholly take over complex tasks, but we have now entered the realm of AI-augmented work and decision science — what we call ‘augmented intelligence,’” Mr. Howard added.

Key Findings from the “2019 CIO Survey: CIOs Have Awoken to the Importance of AI”

The percentage of enterprises deploying artificial intelligence (AI) has tripled in the past year.
CIOs picked AI as the top game-changer technology.
Enterprises use AI in a wide variety of applications.
AI suffers from acute talent shortages.

Facebook’s ’10 year’ challenge is just a harmless meme — right? [ O’Neill]

On 01/17/2019, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, emerging technologies, ethics, Facebook / Meta Platforms, morals/values, pace of change, society, sociology, technology (general), the downsides of how people use tech, tools, vendors, by Daniel Christian

Facebook’s ’10 year’ challenge is just a harmless meme — right? — from wired.com by Kate O’Neill

Excerpts:

But the technology raises major privacy concerns; the police could use the technology not only to track people who are suspected of having committed crimes, but also people who are not committing crimes, such as protesters and others whom the police deem a nuisance.

It’s tough to overstate the fullness of how technology stands to impact humanity. The opportunity exists for us to make it better, but to do that we also must recognize some of the ways in which it can get worse. Once we understand the issues, it’s up to all of us to weigh in.

A new type of TV show — Part II

On 01/12/2019, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, bots, computer science, Daniel S. Christian, IBM, ideas, intelligent systems, media/film, platforms, programming, by Daniel Christian

From DSC:
In this posting, I discussed an idea for a new TV show — a program that would be both entertaining and educational. So I suppose that this posting is a Part II along those same lines.

The program that came to my mind at that time was a program that would focus on significant topics and issues within American society — offered up in a debate/presentation style format.

I had envisioned that you could have different individuals, groups, or organizations discuss the pros and cons of an issue or topic. The show would provide contact information for helpful resources, groups, organizations, legislators, etc. These contacts would be for learning more about a subject or getting involved with finding a solution for that problem.

OR

…as I revist that idea today…perhaps the show could feature humans versus an artificial intelligence such as IBM’s Project Debater:

Project Debater is the first AI system that can debate humans on complex topics. Project Debater digests massive texts, constructs a well-structured speech on a given topic, delivers it with clarity and purpose, and rebuts its opponent. Eventually, Project Debater will help people reason by providing compelling, evidence-based arguments and limiting the influence of emotion, bias, or ambiguity.

Training the workforce of the future [Bauman]

On 01/11/2019, in 21st century, 3D, adjunct faculty, adult learning, Artificial Intelligence/Agents/LLMs/and Related, business, career development, change, cloud-based computing / apps / other cloud-related, colleges, community colleges, content development, aggregation, repositories, corporate / business world, curriculum, dangers of the status quo, data related items, education, education reform, emerging technologies, engineering, faculty/staff, future, future of higher education, game-changing environment, heutagogy, higher education, ideas, internet, law schools, lifelong learning, mathematics, professional development, reinvent, robotics, science, society, staying relevant, STEAM-related, student-related, surviving, technology (general), training / L&D, trends, UK, United States, universities, Virtual Reality (VR) / worlds / learning, wearables, workplace, XR - extended reality, youth, by Daniel Christian

Training the workforce of the future: Education in America will need to adapt to prepare students for the next generation of jobs – including ‘data trash engineer’ and ‘head of machine personality design’ –– from dailymail.co.uk by Valerie Bauman

Excerpts:

Careers that used to safely dodge the high-tech bullet will soon require at least a basic grasp of things like web design, computer programming and robotics – presenting a new challenge for colleges and universities
A projected 85 percent of the jobs that today’s college students will have in 2030 haven’t been invented yet
The coming high-tech changes are expected to touch a wider variety of career paths than ever before
Many experts say American universities aren’t ready for the change because the high-tech skills most workers will need are currently focused just on people specializing in science, technology, engineering and math

.

The five most important new jobs in AI, according to KPMG — from qz.com by Cassie Werber

Excerpt:

Perhaps as a counter to the panic that artificial intelligence will destroy jobs, consulting firm KPMG published a list (on 1/8/19) of what it predicts will soon become the five most sought-after AI roles. The predictions are based on the company’s own projects and those on which it advises. They are:

AI Architect – Responsible for working out where AI can help a business, measuring performance and—crucially— “sustaining the AI model over time.” Lack of architects “is a big reason why companies cannot successfully sustain AI initiatives,” KMPG notes.
AI Product Manager – Liaises between teams, making sure ideas can be implemented, especially at scale. Works closely with architects, and with human resources departments to make sure humans and machines can all work effectively.
Data Scientist – Manages the huge amounts of available data and designs algorithms to make it meaningful.
AI Technology Software Engineer – “One of the biggest problems facing businesses is getting AI from pilot phase to scalable deployment,” KMPG writes. Software engineers need to be able both to build scalable technology and understand how AI actually works.
AI Ethicist – AI presents a host of ethical challenges which will continue to unfold as the technology develops. Creating guidelines and ensuring they’re upheld will increasingly become a full-time job.

While it’s all very well to list the jobs people should be training and hiring for, it’s another matter to actually create a pipeline of people ready to enter those roles. Brad Fisher, KPMG’s US lead on data and analytics and the lead author of the predictions, tells Quartz there aren’t enough people getting ready for these roles.

Fisher has a steer for those who are eyeing AI jobs but have yet to choose an academic path: business process skills can be “trained,” he said, but “there is no substitute for the deep technical skillsets, such as mathematics, econometrics, or computer science, which would prepare someone to be a data scientist or a big-data software engineer.”

From DSC:
I don’t think institutions of higher education (as well as several other types of institutions in our society) are recognizing that the pace of technological change has changed, and that there are significant ramifications to those changes upon society. And if these institutions have picked up on it, you can hardly tell. We simply aren’t used to this pace of change.

Technologies change quickly. People change slowly. And, by the way, that is not a comment on how old someone is…change is hard at almost any age.

DC: Is this type of functionality another piece of a next generation, powerful, global learning platform!?!?!

On 01/09/2019, in 21st century, A/V -- audio/visual, accessibility / UDL, adjunct faculty, adult learning, Artificial Intelligence/Agents/LLMs/and Related, business, career development, change, changing business models, cloud-based computing / apps / other cloud-related, collaboration, colleges, communications, communities of practice, community colleges, computer science, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, cost of getting a degree, dangers of the status quo, Daniel S. Christian, disruption, distance education, education, education technology, emerging technologies, engagement / engaging students, faculty/staff, future, future of higher education, game-changing environment, global / globalization, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, languages and translation, learner profiles, learning, learning ecosystem, Learning from the Living [Class] Room, learning spaces, Microsoft, neurodivergent/special needs, online learning, personalized/customized learning, platforms, productivity / tips and tricks, second screen apps, teachers, teaching & learning, tools, training / L&D, universities, usability, user experience (UX), vendors, web-based collaboration, by Daniel Christian

Presentation Translator for PowerPoint — from Microsoft (emphasis below from DSC:)

Presentation Translator breaks down the language barrier by allowing users to offer live, subtitled presentations straight from PowerPoint. As you speak, the add-in powered by the Microsoft Translator live feature, allows you to display subtitles directly on your PowerPoint presentation in any one of more than 60 supported text languages. This feature can also be used for audiences who are deaf or hard of hearing.

Additionally, up to 100 audience members in the room can follow along with the presentation in their own language, including the speaker’s language, on their phone, tablet or computer.

From DSC:
Up to 100 audience members in the room can follow along with the presentation in their own language! Wow!

Are you thinking what I’m thinking?! If this could also address learners and/or employees outside the room as well, this could be an incredibly powerful piece of a next generation, global learning platform!

Automatic translation with subtitles — per the learner’s or employee’s primary language setting as established in their cloud-based learner profile. Though this posting is not about blockchain, the idea of a cloud-based learner profile reminds me of the following graphic I created in January 2017.

A couple of relevant quotes here:

A number of players and factors are changing the field. Georgia Institute of Technology calls it “at-scale” learning; others call it the “mega-university” — whatever you call it, this is the advent of the very large, 100,000-plus-student-scale online provider. Coursera, edX, Udacity and FutureLearn (U.K.) are among the largest providers. But individual universities such as Southern New Hampshire, Arizona State and Georgia Tech are approaching the “at-scale” mark as well. One could say that’s evidence of success in online learning. And without question it is.

But, with highly reputable programs at this scale and tuition rates at half or below the going rate for regional and state universities, the impact is rippling through higher ed. Georgia Tech’s top 10-ranked computer science master’s with a total expense of less than $10,000 has drawn more than 10,000 qualified majors. That has an impact on the enrollment at scores of online computer science master’s programs offered elsewhere. The overall online enrollment is up, but it is disproportionately centered in affordable scaled programs, draining students from the more expensive, smaller programs at individual universities. The dominoes fall as more and more high-quality at-scale programs proliferate.

— Ray Schroeder

Education goes omnichannel. In today’s connected world, consumers expect to have anything they want available at their fingertips, and education is no different. Workers expect to be able to learn on-demand, getting the skills and knowledge they need in that moment, to be able to apply it as soon as possible. Moving fluidly between working and learning, without having to take time off to go to – or back to – school will become non-negotiable.

Anant Agarwal

From DSC:
Is there major change/disruption ahead? Could be…for many, it can’t come soon enough.

Ten HR trends in the age of artificial intelligence [Meister]

On 01/09/2019, in 21st century, analytics, Artificial Intelligence/Agents/LLMs/and Related, bots, business, career development, change, computer science, corporate / business world, corporate universities / corporate training, education, education technology, emerging technologies, entrepreneurship, ethics, future, game-changing environment, intelligent systems, intelligent tutoring, learning, learning ecosystem, Learning from the Living [Class] Room, morals/values, Natural Language Processing (NLP), personalized/customized learning, platforms, professional development, reinvent, staying relevant, surviving, tools, training / L&D, trends, vendors, voice recognition / voice enabled interfaces, workplace, by Daniel Christian

Ten HR trends in the age of artificial intelligence — from fortune.com by Jeanne Meister
The future of HR is both digital and human as HR leaders focus on optimizing the combination of human and automated work. This is driving a new HR priority: requiring leaders and teams to develop fluency in artificial intelligence while they re-imagine HR to be more personal, human, and intuitive.

Excerpt from 21 More Jobs Of the Future (emphasis DSC):

Voice UX Designer: This role will leverage voice as a platform to deliver an “optimal” dialect and sound that is pleasing to each of the seven billion humans on the planet. The Voice UX Designer will do this by creating a set of AI tools and algorithms to help individuals find their “perfect voice” assistant.

Head of Business Behavior: The head of business behavior will analyze employee behavioral data such as performance data along with data gathered through personal, environmental and spatial sensors to create strategies to improve employee experience, cross company collaboration, productivity and employee well-being.

The question for HR leaders is: What are new job roles in HR that are on the horizon as A.I. becomes integrated into the workplace?

Chief Ethical and Humane Use Officer: This job role is already being filled by Salesforce announcing its first Chief Ethical and Humane Officer this month. This new role will focus on developing strategies to use technology in an ethical and humane way. As practical uses of AI have exploded in recent years, we look for more companies to establish new jobs focusing on ethical uses of AI to ensure AI’s trustworthiness, while also helping to diffuse fears about it.

A.I. Trainer: This role allows the existing knowledge you have about a job to be ready for A.I. to use. Creating knowledge for an A.I. supported workplace requires individuals to tag or “annotate” discrete knowledge nuggets so the correct data is served up in a conversational interface. This role is increasingly important as the role of a recruiter is augmented by AI.

Also see:

Experts Weigh in on Merits of AI in Education — from by Dian Schaffhauser
Excerpt:
Will artificial intelligence make most people better off over the next decade, or will it redefine what free will means or what a human being is? A new report by the Pew Research Center has weighed in on the topic by conferring with some 979 experts, who have, in summary, predicted that networked AI “will amplify human effectiveness but also threaten human autonomy, agency and capabilities.”
…
These same experts also weighed in on the expected changes in formal and informal education systems. Many mentioned seeing “more options for affordable adaptive and individualized learning solutions,” such as the use of AI assistants to enhance learning activities and their effectiveness.

Google says there will be 1 billion devices with Assistant by the end of the month — from marketwatch.com by Emily Bary

Reflections on “Google, Facebook, and the Legal Mess Over Face Scanning” [Roberts]

On 01/08/2019, in Artificial Intelligence/Agents/LLMs/and Related, Australia, bots, business, Daniel S. Christian, emerging technologies, ethics, Facebook / Meta Platforms, future, Google, law schools, legislatures / government / legal, morals/values, United States, workplace, by Daniel Christian

Google, Facebook, and the Legal Mess Over Face Scanning — finance.yahoo.com by John Jeff Roberts

Excerpt:

When must companies receive permission to use biometric data like your fingerprints or your face? The question is a hot topic in Illinois where a controversial law has ensnared tech giants Facebook and Google, potentially exposing them to billions in dollars in liability over their facial recognition tools.
…
The lack of specific guidance from the Supreme Court has since produced ongoing confusion over what type of privacy violations can let people seek financial damages.

Also see:

Push to Weaken Face Recognition Law Falls Short, For Now — from fortune.com

From DSC:
The legal and legislative areas need to close the gap between emerging technologies and the law.

What questions should we be asking about the skillsets that our current and future legislative representatives need? Do we need some of our representatives to be highly knowledgeable, technically speaking?

What programs and other types of resources should we be offering our representatives to get up to speed on emerging technologies? Which blogs, websites, journals, e-newsletters, listservs, and/or other communication vehicles and/or resources should they have access to?

Along these lines, what about our judges? Can we offer them some of these resources as well?

What changes do our law schools need to make to address this?

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