emerging technologies

Microsoft Plans to Build OpenAI, ChatGPT Features Into All Products — from wsj.com by Sam Schechner (behind paywall)
Offering for businesses and end users to be transformed by incorporating tools like ChatGPT, CEO Satya Nadella says

Excerpt:

DAVOS, Switzerland—Microsoft Corp. MSFT 2.86%increase; green up pointing triangle plans to incorporate artificial-intelligence tools like ChatGPT into all of its products and make them available as platforms for other businesses to build on, Chief Executive Satya Nadella said.

It’s a matter of time before the LMSs like Canvas and Anthology do the same. Really going to change the complexion of online learning.

Jared Stein; via Robert Gibson on LinkedIn

Also relevant/see:

Donald Clark’s thoughts out on LinkedIn re: Google and AI

Excerpt:

Microsoft are holding a lot of great cards in the AI game, especially ChatGPT-3, but Google also have a great hand, in fact they have a bird in the hand:

Sparrow, from Deepmind, is likely to launch soon. Their aim is to trump ChatGTP by having a chatbot that is more useful and reduces the risk of unsafe and inappropriate answers. In the released paper, they also indicate that it will have moral constraints. Smart move.

Hassabis has promised some sort of release in 2023. Their goal is to reduce wrong and invented information by linking it to Google Search and Scholar for citations.

Donald Clark’s thought re: Apple’s strategy for AI — from donaldclarkplanb.blogspot.com

Wonder Tools:7 ways to Use ChatGPT — from wondertools.substack.com by Jeremy Caplan

Excerpt:

4 recommended ChatGPT resources

The Art of ChatGPT Prompting: A Guide to Crafting Clear and Effective Prompts.
This free e-book acts a useful guide for beginners.
Collection of ChatGPT Resources
Use ChatGPT in Google Docs, WhatsApp, as a desktop app, with your voice, or in other ways with this running list of tools.
Awesome ChatGPT prompts
Dozens of clever pre-written prompts you can use to initiate your own conversations with ChatGPT to get it to reply as a fallacy finder or a journal reviewer or whatever else.
Writing for Renegades – Co-writing with AI
This free 17-page resource has writing exercises you can try with ChatGPT. It also includes interesting nuggets, like Wycliffe A. Hill’s 1936 attempt at writing automation, Plot Genie.

We often see the battle between technology and humans as a zero-sum game. And that’s how much of the discussion about ChatGPT is being framed now. Like many others who have been experimenting with ChatGPT in recent weeks, I find that a lot of the output depends on the input. In other words, the better the human question, the better the ChatGPT answer.

So instead of seeing ourselves competing with technology, we should find ways to complement it and view ChatGPT as a tool that assists us in collecting information and in writing drafts.

If we reframe the threat, think about how much time can be freed up to read, to think, to write?

As many have noted, including Michael Horn on the Class Disrupted podcast he co-hosts, ChatGPT is to writing what calculators were once to math and other STEM disciplines.

Jeff Selingo: ‘The Calculator’ for a New Generation?

GPT in Higher Education — from insidehighered.com by Ray Schroeder
ChatGPT has caught our attention in higher education. What will it mean in 2023?

Excerpt:

Founder and CEO at Moodle Martin Dougiamas writes in Open Ed Tech that as educators, we must recognize that artificial general intelligence will become ubiquitous. “In short, we need to embrace that AI is going to be a huge part of our lives when creating anything. There is no gain in banning it or avoiding it. It’s actually easier (and better) to use this moment to restructure our education processes to be useful and appropriate in today’s environment (which is full of opportunities).”

Who, at your institution, is examining the impact of AI, and in particular GPT, upon the curriculum? Are instructional designers working with instructors in revising syllabi and embedding AI applications into the course offerings? What can you do to ensure that your university is preparing learners for the future rather than the past?

Ray Schroeder

ChatGPT Advice Academics Can Use Now — from insidehighered.com by Susan D’Agostino
To harness the potential and avert the risks of OpenAI’s new chat bot, academics should think a few years out, invite students into the conversation and—most of all—experiment, not panic.

How AI Can Enhance Education via @BlessTheTeacher https://t.co/Qpo9IIMECf pic.twitter.com/iIAGwNfjMw

— juandoming (@juandoming) January 17, 2023

Alarmed by AI Chatbots, Universities Start Revamping How They Teach — from The New York Times (out at Yahoo) by Kalley Huang

Excerpt:

At schools including George Washington University in Washington, D.C., Rutgers University in New Brunswick, New Jersey, and Appalachian State University in Boone, North Carolina, professors are phasing out take-home, open-book assignments — which became a dominant method of assessment in the pandemic but now seem vulnerable to chatbots. They are instead opting for in-class assignments, handwritten papers, group work and oral exams.

Gone are prompts like “write five pages about this or that.” Some professors are instead crafting questions that they hope will be too clever for chatbots and asking students to write about their own lives and current events.

With ChatGPT, Teachers Can Plan Lessons, Write Emails, and More. What’s the Catch? — from edweek.org by Madeline Will (behind paywall)

Why Banning ChatGPT in Class Is a Mistake — from campustechnology.com by Thomas Mennella
Artificial intelligence can be a valuable learning tool, if used in the right context. Here are ways to embrace ChatGPT and encourage students to think critically about the content it produces.

.

Let the Lawsuits Against Generative AI Begin! — from legallydisrupted.com by Zach Abramowitz
Getty Sues Stability AI as Lawsuits Mount Against GenAI Companies

Excerpt:

Well, it was bound to happen. Anytime you have a phenomenon as disruptive as generative AI, you can expect lawsuits.

Case in point: the lawsuit recently filed by Getty Images against Stability AI, highlighting the ongoing legal challenges posed by the use of AI in the creative industries. But it’s not the only lawsuit recently filed, see e.g. Now artists sue AI image generation tools Stable Diffusion, Midjourney over copyright | Technology News, The Indian Express

.

14 Technology Predictions for Higher Education in 2023 [Kelly]

On 01/17/2023, in accessibility / UDL, adult learning, Artificial Intelligence/Agents/LLMs/and Related, blended learning, career development, change, collaboration, colleges, community colleges, credentialing, data related items, education technology, emerging technologies, experimentation, future, global / globalization, higher education, human-computer interaction (HCI), hybrid learning, ideas, innovation, instructional design, IT in HE, learning ecosystem, Learning Experience Design, learning preferences, liberal arts, lifelong learning, online learning, personalized/customized learning, skills, teaching & learning, technology (general), tools, United States, universities, vendors, by Daniel Christian

14 Technology Predictions for Higher Education in 2023 — from campustechnology.com by Rhea Kelly
How will technologies and practices like artificial intelligence, predictive analytics, digital transformation, and change management impact colleges and universities this year? Here’s what the experts told us.

Excerpt:

In an open call on LinkedIn, we asked higher education and ed tech industry leaders to forecast the most important trends to watch in the coming year. Their responses reflect both the challenges on the horizon — persistent cyber attacks, the disruptive force of emerging technologies, failures in project management — as well as the opportunities that technology brings to better serve students and support the institutional mission. Here are 14 predictions to help steer your technology efforts in 2023.

Here’s the list of sources: https://t.co/fJd4rh8kLy. The larger resource area at https://t.co/bN7CReGIEC has sample ChatGPT essays, strategies for mitigating harm, and questions for teachers to ask as well as a listserv.

— Anna Mills, amills@mastodon.oeru.org, she/her (@EnglishOER) January 11, 2023

ChatGPT Creator Is Talking to Investors About Selling Shares at $29 Billion Valuation — from wsj.com by Berber Jin and Miles Kruppa
Tender offer at that valuation would make OpenAI one of the most valuable U.S. startups

Here’s how Microsoft could use ChatGPT — from The Algorithm by Melissa Heikkilä

Excerpt (emphasis DSC):

Microsoft is reportedly eyeing a $10 billion investment in OpenAI, the startup that created the viral chatbot ChatGPT, and is planning to integrate it into Office products and Bing search. The tech giant has already invested at least $1 billion into OpenAI. Some of these features might be rolling out as early as March, according to The Information.

This is a big deal. If successful, it will bring powerful AI tools to the masses. So what would ChatGPT-powered Microsoft products look like? We asked Microsoft and OpenAI. Neither was willing to answer our questions on how they plan to integrate AI-powered products into Microsoft’s tools, even though work must be well underway to do so. However, we do know enough to make some informed, intelligent guesses. Hint: it’s probably good news if, like me, you find creating PowerPoint presentations and answering emails boring.

And speaking of Microsoft and AI, also see:

7 reasons why Microsoft is winning the AI war — from donaldclarkplanb.blogspot.com by Donald Clark

I have maintained for several years, including a book ‘AI for Learning’, that AI is the technology of the age and will change everything. This is unfolding as we speak but it is interesting to ask who the winners are likely to be.

Donald Clark

The Expanding Dark Forest and Generative AI — from maggieappleton.com by
Proving you’re a human on a web flooded with generative AI content

Assumed audience:

People who have heard of GPT-3 / ChatGPT, and are vaguely following the advances in machine learning, large language models, and image generators. Also people who care about making the web a flourishing social and intellectual space.

That dark forest is about to expand. Large Language Models (LLMs) that can instantly generate coherent swaths of human-like text have just joined the party.

DeepMind CEO Demis Hassabis Urges Caution on AI — from time.com by Billy Perrigo

It is in this uncertain climate that Hassabis agrees to a rare interview, to issue a stark warning about his growing concerns. “I would advocate not moving fast and breaking things.”
…
“When it comes to very powerful technologies—and obviously AI is going to be one of the most powerful ever—we need to be careful,” he says. “Not everybody is thinking about those things. It’s like experimentalists, many of whom don’t realize they’re holding dangerous material.” Worse still, Hassabis points out, we are the guinea pigs.

Demis Hassabis

Excerpt (emphasis DSC):

Hassabis says these efforts are just the beginning. He and his colleagues have been working toward a much grander ambition: creating artificial general intelligence, or AGI, by building machines that can think, learn, and be set to solve humanity’s toughest problems. Today’s AI is narrow, brittle, and often not very intelligent at all. But AGI, Hassabis believes, will be an “epoch-defining” technology—like the harnessing of electricity—that will change the very fabric of human life. If he’s right, it could earn him a place in history that would relegate the namesakes of his meeting rooms to mere footnotes.

But with AI’s promise also comes peril. In recent months, researchers building an AI system to design new drugs revealed that their tool could be easily repurposed to make deadly new chemicals. A separate AI model trained to spew out toxic hate speech went viral, exemplifying the risk to vulnerable communities online. And inside AI labs around the world, policy experts were grappling with near-term questions like what to do when an AI has the potential to be commandeered by rogue states to mount widespread hacking campaigns or infer state-level nuclear secrets.

AI-assisted plagiarism? ChatGPT bot says it has an answer for that — from theguardian.com by Alex Hern
Silicon Valley firm insists its new text generator, which writes human-sounding essays, can overcome fears over cheating

Excerpt:

Headteachers and university lecturers have expressed concerns that ChatGPT, which can provide convincing human-sounding answers to exam questions, could spark a wave of cheating in homework and exam coursework.

Now, the bot’s makers, San Francisco-based OpenAI, are trying to counter the risk by “watermarking” the bot’s output and making plagiarism easier to spot.

Schools Shouldn’t Ban Access to ChatGPT — from time.com by Joanne Lipman and Rebecca Distler

Excerpt (emphasis DSC):

Students need now, more than ever, to understand how to navigate a world in which artificial intelligence is increasingly woven into everyday life. It’s a world that they, ultimately, will shape.

We hail from two professional fields that have an outsize interest in this debate. Joanne is a veteran journalist and editor deeply concerned about the potential for plagiarism and misinformation. Rebecca is a public health expert focused on artificial intelligence, who champions equitable adoption of new technologies.

We are also mother and daughter. Our dinner-table conversations have become a microcosm of the argument around ChatGPT, weighing its very real dangers against its equally real promise. Yet we both firmly believe that a blanket ban is a missed opportunity.

ChatGPT: Threat or Menace? — from insidehighered.com by Steven Mintz
Are fears about generative AI warranted?

And see Joshua Kim’s A Friendly Attempt to Balance Steve Mintz’s Piece on Higher Ed Hard Truths out at nsidehighered.com | Comparing the health care and higher ed systems.

I spent New Years building GPTZero — an app that can quickly and efficiently detect whether an essay is ChatGPT or human written

— Edward Tian (@edward_the6) January 3, 2023

What Leaders Should Know About Emerging Technologies — from forbes.com by Benjamin Laker

Excerpt (emphasis DSC):

The rapid pace of change is driven by a “perfect storm” of factors, including the falling cost of computing power, the rise of data-driven decision-making, and the increasing availability of new technologies. “The speed of current breakthroughs has no historical precedent,” concluded Andrew Doxsey, co-founder of Libra Incentix, in an interview. “Unlike previous technological revolutions, the Fourth Industrial Revolution is evolving exponentially rather than linearly. Furthermore, it disrupts almost every industry worldwide.”

I asked ChatGPT to write my cover letters. 2 hiring managers said they would have given me an interview but the letters lacked personality. — from businessinsider.com by Beatrice Nolan

Key points:

An updated version of the AI chatbot ChatGPT was recently released to the public.
I got the chatbot to write cover letters for real jobs and asked hiring managers what they thought.
The managers said they would’ve given me a call but that the letters lacked personality.

.

I mentor a young lad with poor literacy skills who is starting a landscaping business. He struggles to communicate with clients in a professional manner.

I created a GPT3-powered Gmail account to which he sends a message. It responds with the text to send to the client. pic.twitter.com/nlFX9Yx6wR

— Danny Richman (@DannyRichman) December 1, 2022

A class action lawsuit has been filed against several companies that use image-generating AI with datasets gained amorally. The outcome could affect how AI art is regulated in the future.#AI #ML #futurism #IntelligenceFactory #digitaltransformation #DX https://t.co/XhzLWc9Qxt pic.twitter.com/nWBB12aFMb

— Matthew Lamons (@mlamons1) January 15, 2023

So excited to share this quick ChatGPT Teacher Prompt Guide that is aligned with CESE’s What Works Best Framework. Download it for free with the link in my bio ? #chatgpt #edutech #wwb #whatworksbest pic.twitter.com/9qio14Mgzf

— Andrew Herft (@HerftEducator) January 7, 2023

Is your Law Firm Ready for Continued Virtual Legal Proceedings? [jdsupra.com]

On 01/09/2023, in 21st century, Daniel S. Christian, emerging technologies, innovation, Legal operations, legal reform, legislatures / government / legal, Metaverse, policy, United States, vendors, videoconferencing, Virtual courts and law firms, vision/possibilities, by Daniel Christian

Is your Law Firm Ready for Continued Virtual Legal Proceedings? — from jdsupra.com

Excerpt:

For 2023, one trend is obvious: legal professionals prefer remote work. According to an ABA report on the future of the profession, 87% of lawyers say their workplaces allow them to work remotely. And in just a few years, the percentage of attorneys working exclusively in the office has dropped to less than 30%.

Also relevant/see:

The Metaverse: What Is It? How Does It Affect Law Firms? — from by Annette Choti
A new set of legal issues and advertising opportunities.

Excerpt:

Law Firms And The Metaverse
Since the Metaverse is so new, it will continue to develop and change. Distinct kinds of legal issues and implications have not been uncovered yet. The Metaverse will likely create various legal challenges in the future. This creates a new legal landscape for law firms and lawyers.

Those who anticipate the questions and challenges that may arise will be able to take advantage of this new digital market. Here are some ways a law firm can capitalize on the virtual realities of the Metaverse:

From DSC:
My point in posting this item about “The Metaverse” is not to say that it’s here…but to be sure that it’s on your legal radar. There will be enough legal ramifications of AI to last a while, but I would still recommend someone in your firm look at the place of emerging technologies — those techs not only to be leveraged by your firm but also as to what types of legal issues your lawyers will need to be up-to-speed on.

Education is about to radically change: AI for the masses [McClennen & Dené Poth]

On 01/07/2023, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, assessment, Bias | Diversity Equity & Inclusion (DE&I), bots, change, copyright/ownership/NFTs, education, education reform, education technology, emerging technologies, experimentation, future, game-changing environment, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, K-12 related, learner profiles, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, more voice more choice more control, new business models, platforms, society, student-related, teachers, teaching & learning, United States, vendors, vision/possibilities, youth, by Daniel Christian

Education is about to radically change: AI for the masses — from gettingsmart.com by Nate McClennen and Rachelle Dené Poth

Key Points:

AI already does and will continue to impact education – along with every other sector.
Innovative education leaders have an opportunity to build the foundation for the most personalized learning system we have ever seen.

Action

Education leaders need to consider these possible futures now. There is no doubt that K-12 and higher ed learners will be using these tools immediately. It is not a question of preventing “AI plagiarism” (if such a thing could exist), but a question of how to modify teaching to take advantage of these new tools.

From DSC:
They go on to list some solid ideas and experiments to try out — both for students and for teachers. Thanks Nate and Rachelle!

Also from Rachelle, see:

How Can We Prepare K-12 Students for the Future? — from rdene915.com by Rachelle Dené Poth

Teaching: Will ChatGPT Change the Way You Teach? — from Chronicle.com by Beth McMurtrie

Excerpt:

Want to get involved in the conversation around AI writing tools? Here are a few resources you might find helpful.

Anna Mills has put together several documents:

Elsewhere, a group of professors is compiling examples of how instructors are using text generation technologies in their assignments. The results will be published in an open-access collection. You can find out more about the project on this site, Teaching with Text Generation Technologies.

If you’re rather listen to a discussion, here are a couple of webinars:

Playing with ChatGPT: now I’m scared (a little) — from tonybates.ca by Tony Bates

Excerpt:

Over the holiday season, lots of people play games such as Scrabble, cards or crossword puzzles. I decided to play with ChatGPT by testing it in areas where I consider myself an expert. (For more about ChatGPT, go to Broom, 2022)

I will first of all show you the responses I got from ChatGPT, then I will discuss the results, comparing them to what I wrote about these topics in Teaching in a Digital Age.

Example questions that Tony asked (emphasis DSC):

What is the difference between synchronous and asynchronous learning? Give references.
What are the limitations of teaching chemistry online? Give references
What are the affordances of video in teaching? Give references

AI & digital video: Likely some plusses & minuses ahead of us [Christian]

On 01/04/2023, in 21st century, 24x7x365 access, A/V -- audio/visual, art, Artificial Intelligence/Agents/LLMs/and Related, business, collaboration, communications, computer science, content development, aggregation, repositories, corporate / business world, creativity, Daniel S. Christian, digital audio, digital video, emerging technologies, ethics, experimentation, future, game-changing environment, human-computer interaction (HCI), ideas, innovation, law schools, legislatures / government / legal, media/film, Metaverse, music, new media literacies, platforms, presentations, productivity / tips and tricks, society, storytelling, the downsides of how people use tech, tools, user experience (UX), vendors, videoconferencing, Virtual courts and law firms, vision/possibilities, web-based collaboration, by Daniel Christian

From DSC:
Check out the items below. As with most technologies, there are likely going to be plusses & minuses regarding the use of AI in digital video, communications, arts, and music.

DC: What?!? Wow. I should have seen this coming. I can see positives & negatives here. Virtual meetings could become a bit more creative/fun. But apps could be a bit scarier in some instances, such as with #telelegal.

xpression camera https://t.co/ygM1OUOGxd via @YouTube

— Daniel Christian (he/him/his) (@dchristian5) January 4, 2023

Also see:

Some more experimentation with #stablediffusion Driving video (https://t.co/6xzS1OvVUw) pic.twitter.com/QolpfASg4u

— Carlos E. Perez (@IntuitMachine) January 4, 2023

Also somewhat relevant, see:

GoogleAI just released “Muse”, a text-to-image generation/editing model via Masked Generative Transformers:

– Achieves new SOTA
– Zero-shot, Mask-free editing
– Zero-shot Inpainting/Outpainting
– 900M params

? Paper: https://t.co/dYxscoaSku
?? Project: https://t.co/aIdEQuG8B0 pic.twitter.com/uTbSrlzZYF

— Lior? (@AlphaSignalAI) January 3, 2023

I really hate to be that guy, but AI is going to be transformative as a teacher. ?

I asked AI the following:
“Plan three lessons to explain how volcanoes are formed. Each lesson needs an introductory activity, information input, a student task and a plenary.”

— Stephen Lockyer (@mrlockyer) December 31, 2022

Also relevant/see:

Tome is worth exploring for generating slide decks. https://t.co/XtldA4VwAL

I pasted the Volcano Lesson 1 content in, and it generated eight slides in under a minute. It's very basic, but for bare bones deckbuilding, it's got such potential. https://t.co/F9CEp9jd75 ? 2/3

— Stephen Lockyer (@mrlockyer) January 1, 2023

GPT Takes the Bar Exam — from papers.ssrn.com by Michael James Bommarito and Daniel Martin Katz; with thanks to Gabe Teninbaum for his tweet on this

Excerpt from the Abstract (emphasis DSC):

While our ability to interpret these results is limited by nascent scientific understanding of LLMs and the proprietary nature of GPT, we believe that these results strongly suggest that an LLM will pass the MBE component of the Bar Exam in the near future.

LLM — Large Language Model
MBE — Multistate Bar Examination

What’s next for AI [Heikkilä and Douglas Heaven] + several other items re: AI and the future

On 12/29/2022, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, emerging technologies, future, game-changing environment, Google, human-computer interaction (HCI), tools, trends, by Daniel Christian

What’s next for AI — from technologyreview.com by Melissa Heikkilä and Will Douglas Heaven
Get a head start with our four big bets for 2023.

Excerpts:

But take the conversational skills of ChatGPT and mix them up with image manipulation in a single model and you’d get something a lot more general-purpose and powerful. Imagine being able to ask a chatbot what’s in an image, or asking it to generate an image, and have these interactions be part of a conversation so that you can refine the results more naturally than is possible with DALL-E.

10 AI Predictions For 2023 — from forbes.com by Rob Toews

Excerpts (emphasis DSC):

GPT-4 will be released in the next couple months—and yes, it will be a big deal.
We are going to start running out of data to train large language models.
For the first time, some members of the general public will begin using fully driverless cars as their day-to-day mode of transportation.
Midjourney will raise venture capital funding.
Search will change more in 2023 than it has since Google went mainstream in the early 2000s.

AI Trends For 2023: Industry Experts (And ChatGPT AI) Make Their Predictions — from forbes.com by Ganes Kesari

Excerpt:

To understand the top AI trends, I asked industry leaders and academic experts five questions. It’s the age of human-machine collaboration, so what better way to demonstrate this than by asking AI software about the 2023 AI trends it’s excited about? I did that too.
…

1. What do you think was the biggest achievement in the AI space in 2022?
2. What’s the most exciting AI trend that you look forward to materializing in 2023?
3. What’s a fad in this space that you wish would go away next year?
4. To get value from AI, what’s one thing that leaders can start doing today that doesn’t take big effort or money?
5. What’s one thing that leaders should stop doing immediately to realize benefits from AI?

Is A.I. the Future of Test Prep? — from nytimes.com by Craig S. Smith (NOTE: Paywall)

Excerpt:

Riiid is one of a handful of companies that believe that A.I.’s algorithms are perfectly suited to track student performance and give individualized attention.

“Education is a complex field deeply related to cognition, motivation, peer interaction, etc.,” Mr. Jang wrote in an email. “We draw insights from learning science, cognitive biology, data science, and other related areas of research for an iterative experimentation process that is challenging and time consuming — that’s why there are only a few players in the market.”

Artificial intelligence predictions 2023 — from information-age.com by Tim Adler
2023 could be the year that artificial intelligence moves from the fringes into the mainstream, as AI becomes widely adopted by healthcare, travel and banking. Five experts give their predictions

Excerpt:

Worldwide spending on artificial intelligence will hit half a billion dollars this year, according to IDC. Five artificial intelligence experts give Information Age their predictions as to how adoption of AI will accelerate in 2023.

.

The AI explosion is warping our sense of time. Can you believe Stable Diffusion is only 4 months old, and ChatGPT <4 weeks old ?? If you blink, you miss a whole new industry. Here are my TOP 10 AI spotlights, from a breathtaking 2022 in rewind ?: a long thread ? pic.twitter.com/5k8Q6VQ0tD

— Jim Fan (@DrJimFan) December 27, 2022

ChatGPT and The Professional’s Guide to Using AI [Miller]

On 12/22/2022, in 21st century, 24x7x365 access, adult learning, Artificial Intelligence/Agents/LLMs/and Related, bots, change, cloud-based computing / apps / other cloud-related, colleges, communities of practice, community colleges, content development, aggregation, repositories, corporate universities / corporate training, digital learning, education, education technology, emerging technologies, entrepreneurship, experimentation, future, game-changing environment, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, law schools, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, lifelong learning, microlearning, online tutoring, productivity / tips and tricks, professional development, society, teachers, teaching & learning, technologies for your home, tools, training / L&D, universities, virtual tutoring, vision/possibilities, writing, by Daniel Christian

ChatGPT and The Professional’s Guide to Using AI — from linkedin.com by Allie K. Miller

Excerpt:

Real Ways Professionals Can Use ChatGPT to Improve Job Performance
Let’s dive into some real examples of how professionals across sales, marketing, product management, project management, recruiting, and teaching can take advantage of this new tool and leverage it for even more impact in their careers.

Teachers and ChatGPT

Help with grading and feedback on student work.
Example prompt: “Tell me every grammar rule that’s been violated in this student’s essay: [paste in essay]”
Create personalized learning materials.
Example prompt: “Help me explain photosynthesis to a 10th grade student in a way similar to sports.”
Generate lesson plans and activities.
Example prompt: “Create an activity for 50 students that revolves around how to learn the different colors of the rainbow.” or “Generate a lesson plan for a high school English class on the theme of identity and self-discovery, suitable for a 45-minute class period.”
Write fake essays several reading levels below your class, then print them out, and have your students review and edit the AI’s work to make it better.
Example prompt: “Generate a 5th grade level short essay about Maya Angelou and her work.”
Providing one-on-one support to students.
Example prompt: “How can I best empower an introverted student in my classroom during reading time?”

From DSC:
I haven’t tried these prompts. Rather I post this because I’m excited about the potential of Artificial Intelligence (AI) to help people teach and to help people to learn.

Looking to 2023 and beyond — various postings/resources re: potential futures

On 12/22/2022, in 5G, Artificial Intelligence/Agents/LLMs/and Related, Augmented Reality (AR), bots, business, change, cloud-based computing / apps / other cloud-related, corporate / business world, data related items, education, emerging technologies, entrepreneurship, Europe, experimentation, future, game-changing environment, global / globalization, health, innovation, intelligent systems, internet, IT in HE, Metaverse, Mixed Reality (MR), Natural Language Processing (NLP), NVIDIA, robotics, technology (general), telemedicine / telehealth / virtual health, trends, United States, user experience (UX), vendors, Virtual Reality (VR) / worlds / learning, vision/possibilities, voice recognition / voice enabled interfaces, workplace, XR - extended reality, by Daniel Christian

How AI And 5G Could Lead The Next Phase Of The Industrial Revolution — from swisscognitive.ch

Some use cases of the convergence of AI and 5G are:

Metaverse: AI is a key technology that helps bring Metaverse to life and now with the addition of 5G, streaming experiences would become enjoyable and maintaining connectivity without any disruption of external factors like geographical locations would be eliminated.
Digital assistants in the form of chatbots and virtual avatars: Digital assistants today use AI to replicate the human brain and converse with people in human language by understanding intent. With 5G the speed at which the speech is converted to text will improve drastically.
Education: AI and 5G are helping bring education to students’ doorstep through virtual reality and is making this available, efficiently as in real-world classrooms. Solving queries is possible quickly without any restrictions. Betty in Archie Comics attending her classes virtually is a reality due to these technologies.
Healthcare: AI and 5G in healthcare are proliferating an accurate diagnosis of diseases, real-time monitoring, and quick treatment facilities. This has become possible with the right use of data- collection, transmission, and analysis.
Automotive: AI and 5G together is making vehicles smarter and reducing the risk of mishaps on roads by employing various data-powered safety and driving efficiency measures in vehicles.

AI Timelines: What Do Experts in Artificial Intelligence Expect for the Future? — from singularityhub.com by Dr. Max Roser

Excerpt:

What I do take away from these surveys however, is that the majority of AI experts take the prospect of very powerful AI technology seriously. It is not the case that AI researchers dismiss extremely powerful AI as mere fantasy.

The huge majority thinks that in the coming decades there is an even chance that we will see AI technology which will have a transformative impact on our world. While some have long timelines, many think it is possible that we have very little time before these technologies arrive. Across the three surveys more than half think that there is a 50% chance that a human-level AI would be developed before some point in the 2060s, a time well within the lifetime of today’s young people.

Future Of Health: Top Five Digital Health Innovations For 2023 — from forbes.com by Anita Gupta

Excerpts:

Connected Digital Care
AI In Healthcare
Real-World Patient Engagement In Healthcare
Increase Security For Digital And Health Data
Improving Telehealth Services

Looking ahead to 2023: AI, machine learning, RTLS and robotic process automation — from healthcareitnews.com by Bill Siwicki
These advanced technologies will do more to help provider organizations with workflow optimization, staff shortages and the patient experience in the year ahead, one expert predicts.

Three reasons why NLP will go mainstream in healthcare in 2023 — from healthcareitnews.com by Bill Siwicki
A natural language processing expert explains why he feels the technology’s kinks have been ironed out, its ROI has been proven and the timing is right for healthcare to take advantage of information-extraction tools.

13 tech predictions for 2023 — from enterprisersproject.com by Katie Sanders
What can you expect in the world of IT next year? Business and IT leaders share their thoughts

Analysts Predictions About AI In 2023 — from forbes.com by Gil Press

Excerpts:

Automated software development
Automated content and commerce
Enterprise governance, risk, sustainability and security
Consumer interactions and experiences

Top 5 Edge AI Trends to Watch in 2023 — from nvidia.com by Amanda Saunders

Excerpt:

Until now, AI has operated almost exclusively in the cloud. But increasingly diverse streams of data are being generated around the clock from sensors at the edge. These require real-time inference, which is leading more AI deployments to move to edge computing.

For airports, stores, hospitals and more, AI brings advanced efficiency, automation and even cost reduction, which is why edge AI adoption accelerated last year.

In 2023, expect to see a similarly challenging environment, which will drive the following edge AI trends.

Digital transformation: 5 trends to watch in 2023 — from enterprisersproject.com by Ritish Reddy
As enterprises continue to digitally transform, IT leaders must look toward the future. Expect to see these trends in 2023

“NextGen Justice Tech: What regulatory reform could mean for justice tech” [Sonday] + other legal-related items

On 12/22/2022, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, copyright/ownership/NFTs, emerging technologies, innovation, law schools, Legal operations, legal reform, legal technologies, legislatures / government / legal, by Daniel Christian

NextGen Justice Tech: What regulatory reform could mean for justice tech — from thomsonreuters.com Kristen Sonday

Excerpts (emphasis DSC):

One year in, the Utah Supreme Court had approved 30 companies, including those that created initiatives to provide individuals help completing court forms and receiving legal advice via chatbot.
…
The ruling is monumental because it allows legal professionals to provide guidance on completing legal forms that might be applied to other areas of law, including through online tools that can reach exponentially more individuals.

“By ruling in favor of Upsolve, the Southern District of New York… established a new First Amendment right in America: the right for low-income families to receive free, vetted, and accountable legal advice from professionals who aren’t lawyers,” said Rohan Pavuluri, Upsolve’s Co-Founder and CEO.

UChicago Medicine partners with legal aid lawyers to offer legal help to victims of violence — from abajournal.com by Debra Cassens Weiss

Excerpt:

The University of Chicago Medicine is working with Legal Aid Chicago to embed lawyers at the system’s trauma center in Chicago’s Hyde Park neighborhood to help victims of violence.

Legal AI: A Lawyer’s New Best Friend? — from legaltechmonitor.com by Stephen Embry

Excerpt:

The real question AI poses for the legal profession, says Susskind, is to what extent machines can be used to reduce uncertainty posed by problems. The fundamental question, says Susskind, is thus what problems lawyers are currently trying to solve that machines can solve better and quicker. The lawyer’s job in the future will be to focus on what clients really want: outcomes. Machines can’t provide outcomes, only reduce the uncertainty surrounding the potential outcomes, according to Susskind.

What Does Copyright Say about Generative Models? Not much. — from oreilly.com by Mike Loukides

Excerpt:

Ultimately we need both solutions: fixing copyright law to accommodate works used to train AI systems, and developing AI systems that respect the rights of the people who made the works on which their models were trained. One can’t happen without the other.

‘Complicit bias’ and ‘lawfare’ among top new legal terms in 2022 — from abajournal.com by Debra Cassens Weiss

Excerpt:

“Complicit bias” tops a list of new legal terms and expressions in 2022 compiled by law professors and academics who are on a committee for Burton’s Legal Thesaurus.

Law360 has a story on the top new terms and their meanings. According to the story, “complicit bias” refers to “an institution or community’s complicity in sustaining discrimination and harassment.”

Law360 listed 10 top legal terms, including these:

Why 2023 Will Be The Year of AI + My First Music Video — from legallydisrupted.com by Zach Abramowitz
ChatGPT Did Not Write This Song

#ChatGPT is the future of #legaltech https://t.co/CzG5uNWAur #breathless cc @LexionAi

— Zach Abramowitz (@ZachAbramowitz) December 21, 2022

Female scientists challenge stereotypes | Not the Science Type — from 3M.com
Female scientists challenge stereotypes and blaze paths for future generations in this 3M-produced docuseries

Excerpt:

STEM education has an access issue: let’s change that.

Around the world, people believe the we need more people in STEM careers. Eighty-seven percent of people believe we need to do more to encourage and retain girls in STEM education. At the same time, barriers remain – 73% of people believe underrepresented minorities often lack equal access STEM education.

Not The Science Type gets to the heart of access and gender inequity in STEM education and STEM fields. This four-part docuseries features four female scientists who are challenging stereotypes and confronting gender, racial and age discrimination as they rise to prominence.

Not The Science Type highlights four brilliant minds, showcasing women who break down boundaries within their fields – biology, engineering and science and technology-based applications.
.

While each woman has taken a different path to pursue scientific excellence, they are bound by the common experience of feeling excluded, or “not the type” in traditionally homogenous fields.

Learning Ecosystems

Is your Law Firm Ready for Continued Virtual Legal Proceedings? [jdsupra.com]

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