voice recognition / voice enabled interfaces

Five #AI-related items

On 07/21/2022, in 21st century, 5G, A/V -- audio/visual, Africa, analytics, Artificial Intelligence/Agents/LLMs/and Related, Asia, Augmented Reality (AR), Australia, Blockchain, bots, business, Canada, career development, computer science, corporate / business world, data related items, education, education technology, emerging technologies, engineering, entrepreneurship, Europe, experimentation, future, global / globalization, health, India, innovation, learning agents, Natural Language Processing (NLP), NVIDIA, platforms, robotics, technology (general), telecommunications, tools, UK, United States, Virtual Reality (VR) / worlds / learning, voice recognition / voice enabled interfaces, workplace, XR - extended reality, by Daniel Christian

The Branches of #ArtificialIntelligence

Info. via @ingliguori shows so many uses of #AI in #business & #technology. #DataScience #BigData #IoT #Python #100DaysofCode #MachineLearning @Strat_AI @EvaSmartAI @EvanKirstel @DeepLearn007 @SwissCognitive @RoblemVR @vue_ai @andy_fitze pic.twitter.com/vqaHrytkoB

— Andrew Neff (@AndrewinContact) December 6, 2021

Ways that artificial intelligence is revolutionizing education — from thetechedvocate.org by Matthew Lynch

Excerpt:

I was speaking with an aging schoolteacher who believes that AI is destroying education. They challenged me to come up with 26 ways that artificial intelligence (AI) is improving education, and instead, I came up with. They’re right here.

AI Startup Speeds Healthcare Innovations To Save Lives — from by Geri Stengel

Excerpt:

This project was a light-bulb moment for her. The financial industry had Bloomberg to analyze content and data to help investors uncover opportunities and minimize risk, and pharmaceutical, biotech, and medical device companies needed something similar.

Artificial Intelligence: Not A Panacea For Supply Chain Issues, But Extremely Helpful https://t.co/wVUnJlA71R pic.twitter.com/M0wfQtyyFo

— Alec Lazarescu (@alec1a) July 20, 2022

#Technology: Emerging Top ?

Info via @Paula_Piccard talks #tech and the #business uses. #IoT #MachineLearning #AI #Python #DataScience #BigData #100DaysOfCode #Blockchain #AR #VR #ArtificialIntelligence #5G @Shi4Tech @BetaMoroney @Hana_ElSayyed @TScotClendaniel @Ym78200 @MiaD pic.twitter.com/Z10dkQzHXI

— Andrew Neff (@AndrewinContact) July 20, 2022

The Future of Education | By Futurist Gerd Leonhard | A Video for EduCanada

On 06/23/2022, in 21st century, 24x7x365 access, adult learning, Artificial Intelligence/Agents/LLMs/and Related, business, Canada, career development, change, corporate / business world, corporate universities / corporate training, creativity, credentialing, dangers of the status quo, Design Thinking, economics, education, education reform, education technology, emerging technologies, ethics, Europe, future, future of higher education, game-changing environment, generational differences, global / globalization, health, higher education, K-12 related, learning ecosystem, Learning Experience Design, legislatures / government / legal, lifelong learning, morals/values, Natural Language Processing (NLP), pace of change, reinvent, skills, society, sociology, staying relevant, surviving, technology (general), training / L&D, trends, universities, vision/possibilities, voice recognition / voice enabled interfaces, workplace, by Daniel Christian

The Future of Education | By Futurist Gerd Leonhard | A Video for EduCanada — from futuristgerd.com

Per Gerd:

Recently, I was invited by the Embassy of Canada in Switzerland to create this special presentation and promotional video discussing the Future of Education and to explore how Canada might be leading the way. Here are some of the key points I spoke about in the video. Watch the whole thing here: the Future of Education.

…because by 2030, I believe, the traditional way of learning — just in case — you know storing, downloading information will be replaced by learning just in time, on-demand, learning to learn, unlearning, relearning, and the importance of being the right person. Character skills, personality skills, traits, they may very well rival the value of having the right degree.

…

If you learn like a robot…you’ll never have a job to begin with.

Gerd Leonhard

Also relevant/see:

The Next 10 Years: Rethinking Work and Revolutionising Education (Gerd Leonhard’s keynote in Riga) — from futuristgerd.com

Will Learning Move into the Metaverse? [Hogle]

On 06/14/2022, in 21st century, 24x7x365 access, 3D, A/V -- audio/visual, Artificial Intelligence/Agents/LLMs/and Related, Augmented Reality (AR), Blockchain, change, cloud-based computing / apps / other cloud-related, communications, communities of practice, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, digital learning, distance education, ethics, future, game-changing environment, global / globalization, internet, IT in HE, languages and translation, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, legislatures / government / legal, lifelong learning, Metaverse, Natural Language Processing (NLP), online learning, online media, online tutoring, platforms, society, technology (general), telemedicine / telehealth / virtual health, tools, training / L&D, trends, user experience (UX), Virtual Reality (VR) / worlds / learning, voice recognition / voice enabled interfaces, Web3, XR - extended reality, by Daniel Christian

Will Learning Move into the Metaverse? — from learningsolutionsmag.com by Pamela Hogle

Excerpt:

In its 2022 Tech Trends report, the Future Today Institute predicts that, “The future of work will become more digitally immersive as companies deploy virtual meeting platforms, digital experiences, and mixed reality worlds.”

Learning leaders are likely to spearhead the integration of their organizations’ workers into a metaverse, whether by providing training in using the tools that make a metaverse possible or through developing training and performance support resources that learners will use in an immersive environment.

Advantages of moving some workplace collaboration and learning into a metaverse include ease of scaling and globalization. The Tech Trends report mentions personalization at scale and easy multilingual translation as advantages of “synthetic media”—algorithmically generated digital content, which could proliferate in metaverses.

Also see:

Also from learningsolutionsmag.com, see:

Manage Diverse Learning Ecosystems with Federated Governance

Excerpt:

So, over time, the L&D departments eventually go back to calling their own shots.

What does this mean for the learning ecosystem? If each L&D team chooses its own learning platforms, maintenance and support will be a nightmare. Each L&D department may be happy with the autonomy but learners have no patience for navigating multiple LMSs or going to several systems to get their training records.

Creating common infrastructure among dispersed groups
Here you have the problem: How can groups that have no accountability to each other share a common infrastructure?

The May 2022 Essential AI Report + three other AI-related items

On 06/13/2022, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, data related items, emerging technologies, ethics, Europe, society, United States, voice recognition / voice enabled interfaces, by Daniel Christian

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

The Race to Hide Your Voice — from wired.com by Matt Burgess
Voice recognition—and data collection—have boomed in recent years. Researchers are figuring out how to protect your privacy.

AI: Where are we now? — from educause.edu by EDUCAUSE
Is the use of AI in higher education today invisible? dynamic? perilous? Maybe it’s all three.

What is artificial intelligence and how is it used? — from europart.europa.eu; with thanks to Tom Barrett for this resource

Apple Starts Connecting the Dots for Its Next Big Thing — from nytimes.com by Tripp Mickle and Brian X. Chen
The company has enlisted Hollywood directors like Jon Favreau to help its effort to create products that blend the physical and virtual worlds.

Excerpt:

Nearly 15 years after the iPhone set off the smartphone revolution, Apple is assembling the pieces for what it hopes will become its next business-altering device: a headset that blends the digital world with the real one.

The company has enlisted Hollywood directors such as Jon Favreau to develop video content for a headset that it is expected to ship next year, according to three people familiar with that work. Mr. Favreau, an executive producer of “Prehistoric Planet” on Apple TV+, is working to bring that show’s dinosaurs to life on the headset, which looks like a pair of ski goggles and aims to offer virtual- and augmented-reality experiences, these people said.

Speaking of the future, here’s another item regarding what’s coming down the pike:

AT&T Is Working on 20-Gigabit Fiber to Homes, Could Launch Next Year — from cnet.com by Eli Blumenthal

Wow…I hadn’t heard of voice banking before [Christian]

On 05/18/2022, in accessibility / UDL, Artificial Intelligence/Agents/LLMs/and Related, assistive technologies, emerging technologies, health, Natural Language Processing (NLP), parents/guardians, productivity / tips and tricks, society, tools, vision/possibilities, voice recognition / voice enabled interfaces, by Daniel Christian

From DSC:
Wow…I hadn’t heard of voice banking before. This was an interesting item from multiple perspectives.

Providing a creative way for people with Motor Neurone Disease to bank their voices, I Will Always Be Me is a dynamic and heartfelt publication — from itsnicethat.com by Olivia Hingley
Speaking to the project’s illustrator and creative director, we discover how the book aims to be a tool for family and loved ones to discuss and come to terms with the diagnosis.

Excerpt:

Whilst voice banking technology is widely available to those suffering from MND, Tal says that the primary problem is “that not enough people are banking their voice because the process is long, boring and solitary. People with MND don’t want to sit in a lonely room to record random phrases and sentences; they already have a lot to deal with.” Therefore, many people only realise or interact with the importance of voice banking when their voice has already deteriorated. “So,” Tal expands, “the brief we got was: turn voice banking into something that people will want to do as soon as they’re diagnosed.”

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.

Remote court transcription technology enables virtual court appearances — from abajournal.com by Nicole Black

Excerpts:

That’s why it’s imperative to make certain remote options are available for all aspects of legal work since doing so is the only way to guarantee the justice system doesn’t come to a grinding halt. One way to prevent that is to take advantage of the virtual deposition transcription tools I discussed in last month’s column. In that article, I provided an overview of virtual deposition transcription products and services that rely on videoconferencing tools and software platforms to facilitate remote depositions.

Another way business continuity has been maintained since March 2020 is via virtual court proceedings. Remote court appearances are now more common since courts periodically shifted to partial or fully remote operations throughout the pandemic. Many judges have become accustomed to and appreciate the convenience of virtual court proceedings, and many expect them to continue even after the pandemic ends.

Because all signs point to the continuation of virtual court proceedings, I promised in last month’s article that I would focus on remote court proceeding options in this column. These include software platforms and artificial intelligence language-processing tools that facilitate remote court proceedings.

Nicole’s article mentioned the following vendor/product:

The amazing opportunities of AI in the future of the educational metaverse [Darbinyan]

On 04/29/2022, in Artificial Intelligence/Agents/LLMs/and Related, bots, colleges, communications, communities of practice, community colleges, content development, aggregation, repositories, corporate universities / corporate training, digital audio, digital learning, digital video, distance education, education, education technology, educational games / serious games, emerging technologies, engagement / engaging students, experimentation, Facebook / Meta Platforms, future, future of higher education, game-changing environment, higher education, human-computer interaction (HCI), ideas, immersion, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, languages and translation, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning preferences, learning spaces, library / librarians, lifelong learning, Metaverse, Michigan, more voice more choice more control, multimedia, Natural Language Processing (NLP), NVIDIA, online learning, personalized/customized learning, student-related, teachers, teaching & learning, teaching online, technologies for your home, United States, universities, virtual field trips, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, visualizing information, voice recognition / voice enabled interfaces, wearables, web-based collaboration, Web3, by Daniel Christian

The amazing opportunities of AI in the future of the educational metaverse — from forbes.com by Rem Darbinyan

Excerpt:

Looking ahead, let’s go over several potential AI-backed applications of the metaverse that can empower the education industry in many ways.

Multilingual Learning Opportunities
Language differences may be a real challenge for students from different cultures as they may not be able to understand and keep up with the materials and assignments. Artificial intelligence, VR and AR technologies can enhance multilingual accessibility for learners no matter where they are in the world. Speech-to-text, text-to-speech and machine translation technologies enrich the learning process and create more immersive learning environments.
…
AI can process multiple languages simultaneously and provide real-time translations, enabling learners to engage with the materials in the language of their choice. With the ability to instantly transcribe speech across multiple languages, artificial intelligence removes any language barriers for students, enabling them to be potentially involved, learn and communicate in any language.

Artificial Intelligence (AI) in Education Market size exceeded USD 1 billion in 2020 and is expected to grow at a CAGR of over 40% between 2021 and 2027. (source)

Along the lines of innovation within our educational learning ecosystems, see:

3 Questions for Coursera’s Betty Vandenbosch & U-M’s Lauren Atkins Budde on XR — from insidehighered.com by Joshua Kiim
How might extended reality shape the future of learning?

Excerpts (emphasis DSC):

[Lauren Atkins Budde] “Being able to embed quality, effective extended reality experiences into online courses is exponentially a game-changer. One of the persistent constraints of online learning, especially at scale, is how do learners get hands-on practice? How do they experience specific contexts and situations? How do they learn things that are best experienced? XR provides that opportunity for actively doing different kinds of tasks, in various environments, in ways that would otherwise not be possible. It will open up Lauren Atkins Buddeboth how we teach online and also what we teach online.”
…
These courses are really exciting and cover a broad range of disciplines, which is particularly important. To choose the right subjects, we did an extensive review of insights from industry partners, learners and market research on in-demand and emerging future-of-work skills and then paired that with content opportunities where immersive learning is really a value-add and creates what our learning experience designers call “embodied learning.”

Addendum on 5/1/22:
Can the Metaverse Improve Learning? New Research Finds Some Promise — from edsurge.com by Jeffrey R. Young

“The findings support a deeper understanding of how creating unique educational experiences that feel real (i.e., create a high level of presence) through immersive technology can influence learning through different affective and cognitive processes including enjoyment and interest,” Mayer and his colleagues write.

2021 Year End report ADA Digital Accessibility Lawsuits [usablenet.com]

On 04/14/2022, in accessibility / UDL, business, colleges, community colleges, content development, aggregation, repositories, corporate / business world, higher education, instructional design, law schools, legislatures / government / legal, marketing/social marketing, United States, universities, voice recognition / voice enabled interfaces, web design and production, by Daniel Christian

2021 Year End report ADA Digital Accessibility Lawsuits — from info.usablenet.com (need to complete form to get access to the report)

Excerpts:

The UsableNet data and research team reviews hundreds of website and app accessibility lawsuits in federal courts under ADA and in California state courts for our bi-annual lawsuit reports.
…
Highlights from the report include:

The top-line numbers in 2021
The trend of repeat digital lawsuits
Where key cases have brought some relief and re-focus on connecting to brick and mortar
A break-down of the impact on E-commerce
Top plaintiffs and plaintiff firms
The increase in lawsuits involving accessibility widgets and overlays

Also relevant/see:

The 4 W’s of digital accessibility (and how to begin) — from blog.usablenet.com

What is Legal Tech, and How Is It Changing the Legal Industry? — from startup.info

Excerpt:

Legal technology is a branch of technological innovation that targets and affects the legal sector specifically. The considerable pace of new invention in tech sectors – bolstered by government investment in UK-based innovation and growth – has highlighted some avenues of innovation that could change the face of the legal profession, streamlining judicial processes and helping firms during discovery.

However, in concert with the rapid pace of new technology that benefits legal practise, the technology’s legal implications are also being raised. With a technological landscape that has far outstripped the remit of conventional law, demand for technology lawyers has increased to enable businesses and lawmakers to navigate new tech possibilities.

Four Important Technology Trends for Law Firms in 2022 — from jdsupra.com

Excerpt:

It is easy to say (two years now into the pandemic) that COVID-19 changed the legal profession forever. After a massive shift in 2020 and 2021 to working and conducting court proceedings remotely, with the help of many remote technologies, many legal professionals may wonder what lies ahead from a technology standpoint. After such a dramatic shift, are there even more disruptions to embrace?

The answer is yes! The world turns, technology keeps evolving, and so too will the legal services industry. Below are predictions of technology trends that will continue to be important in 2022 and help shape the industry in the years ahead.

With RemoteDepo™ by U.S. Legal Support, everyone can participate in a remote deposition and interact as if they were in the same conference room. With an internet connection and webcam-equipped device, you can communicate in realtime, observe witness body language and seamlessly facilitate questioning.

How Legal AI Technology Adoption Leads to Real-World Results — from jdsupra.com

Excerpt:

Contracting is just one area where in-house lawyers and legal ops professionals are seeing real-world results by implementing AI. As innovation continues to disrupt the legal tech world, AI is being introduced into nearly every aspect of practice and business. But now, AI has evolved beyond a buzzword to provide meaningful – and impactful – results.

Ironclad’s New Connect Tool ‘Cuts Contracting Time By 40% — from artificiallawyer.com

Excerpt:

CLM Ironclad has launched a new tool called Connect, which creates a centralised view of the contracting process for all parties and, they claim, can reduce contract completion times by over 40% – which is a lot whether you are a busy inhouser, or a law firmer on the billable hour.

The new capability allows you to store all communications about a deal in one place, ‘even attachments and months-long email threads’ and allows you to keep everyone involved in negotiating a contract ‘in the loop’.

Holograms? Check! Now what? [Bieniek @ Webex]

On 02/17/2022, in 21st century, 24x7x365 access, 3D, A/V -- audio/visual, Artificial Intelligence/Agents/LLMs/and Related, cloud-based computing / apps / other cloud-related, collaboration, colleges, communications, community colleges, corporate / business world, corporate universities / corporate training, experimentation, future, future of higher education, game-changing environment, higher education, Holographic comms, homeschooling/homeschoolers, human-computer interaction (HCI), immersion, innovation, instructional design, intelligent tutoring, K-12 related, law schools, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, Legal operations, library / librarians, Metaverse, multimedia, Natural Language Processing (NLP), online learning, online media, online tutoring, participation, smart/connected TV, society, teaching online, technologies for your home, telelegal, telemedicine / telehealth / virtual health, tools, training / L&D, ubiquitous learning, universities, user experience (UX), vendors, videoconferencing, Virtual courts and law firms, virtual field trips, virtual K-12 schools, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, visualizing information, vocational / trades, voice recognition / voice enabled interfaces, web-based collaboration, Web3, by Daniel Christian

Holograms? Check! Now what? — from blog.webex.com by Elizabeth Bieniek

Excerpt (emphasis DSC):

Two years ago, I wrote about the Future of Meetings in 2030 and hinted at an effort my team was building to make this a reality. Now, we have publicly unveiled Webex Hologram and brought the reality of a real-time, end-to-end holographic meeting solution to life.

With Webex Hologram, you can feel co-located with a colleague who is thousands of miles away. You can share real objects in incredible multi-dimensional detail and collaborate on 3D content to show perspective, share, and approve design changes in real-time, all from the comfort of your home workspace.

As the hype dies down, the focus on entirely virtual experiences in fanciful environments will abate and a resurgence in focus on augmented experiences—interjecting virtual content into the physical world around you for an enhanced experience that blends the best of physical and virtual—will emerge.

The ability to have curated information at one’s fingertips, still holds an incredible value prop that has yet to be realized. Applying AI to predict, find, and present this type of augmented information in both 2D and 3D formats will become incredibly useful.

From DSC:
As I think of some of the categories that this posting about establishing a new kind of co-presence relates to, there are many relevant ones:

21st century
24x7x365
3D
Audio/Visual (A/V)
Artificial Intelligence (AI)
Cloud-based
Collaboration/web-based collaboration
Intelligent tutoring
Law schools, legal, government
Learning, learning agents, learning ecosystems, Learning from the Living [Class] Room, learning spaces/hubs/pods
Libraries/librarians
K-12, higher education, corporate training
Metaverse
Online learning
Telelegal, telemedicine
Videoconferencing
Virtual courts, virtual tutoring, virtual field trips
Web3

The Future of Education | Gerd Leonhard

On 02/08/2022, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, Bias | Diversity Equity & Inclusion (DE&I), Canada, career development, change, changing business models, creativity, education, education reform, emerging technologies, Emotion, ethics, Europe, future, future of higher education, heutagogy, higher education, India, instructional design, K-12 related, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, lifelong learning, Natural Language Processing (NLP), pace of change, real-world assignments, reinvent, robotics, skills, society, staying relevant, STEAM-related, student-related, trends, Virtual Reality (VR) / worlds / learning, vocational / trades, voice recognition / voice enabled interfaces, workplace, XR - extended reality, by Daniel Christian

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As seen/accessible from this page.

A brief insert from DSC:
Another futurist Thomas Frey has some thoughts along this same line.

#Canada #education #future #trends #careerdevelopment #change #paceofchange #automation #robotics #education #AI #learnhowtolearn #unlearn #learningecosystems #lifelonglearning #endofroutine #experientiallearning

Machines are for answers. Humans are for questions.

Also relevant/see:

Next-Gen Skills Essential To Fill In The Curriculum Gap For Modern World Education — from edtechreview.in by Ravi Bhushan
5 tips to avoid “foresight burnout” — from thefuturesschool.com

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/Agents/LLMs/and Related, bots, Canada, collaboration, colleges, community colleges, content development, aggregation, 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

Learning Ecosystems

Apple Starts Connecting the Dots for Its Next Big Thing [Mickle & Chen]

2021 Year End report ADA Digital Accessibility Lawsuits [usablenet.com]

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