Feb 1 (Reuters) – ChatGPT, the popular chatbot from OpenAI, is estimated to have reached 100 million monthly active users in January, just two months after launch, making it the fastest-growing consumer application in history, according to a UBS study on Wednesday.
The report, citing data from analytics firm Similarweb, said an average of about 13 million unique visitors had used ChatGPT per day in January, more than double the levels of December.
“In 20 years following the internet space, we cannot recall a faster ramp in a consumer internet app,” UBS analysts wrote in the note.
From DSC: This reminds me of the current exponential pace of change that we are experiencing…
In this publication, we articulate the critical steps needed to unbundle the learning ecosystem, build core competencies, design learning experiences, curate new opportunities, and rebundle these experiences into coherent pathways. .
Vision
Every learner deserves an unlimited number of unbundled opportunities to explore, engage, and define experiences that advance their progress along a co-designed educational pathway. Each pathway provides equitable and personalized access to stacked learning experiences leading to post-secondary credentials and secure family-sustaining employment. Throughout the journey, supportive coaches focus on helping learners build skills to navigate with agency. In parallel, learners develop foundational skills (literacy, math), technical skills, and durable skills and connect these to challenging co-designed experiences. The breadth and depth of experiences increase over time, and, in partnership, learners and coaches map progress towards reaching community-defined goals. This vision is only enabled by an unbundled learning ecosystem.
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Recommendations
Solutions already exist in the ecosystem and need to be combined and scaled. Funding models (like My Tech High), badging/credentialing at the competency level (like VLACS), coaching models (like Big Thought), and open ecosystems (like NH Learn Everywhere) provide an excellent foundation. Thus, building unbundled systems has already begun but needs systemic changes to become widely available and accepted.
Build a robust competency-based system.
Create a two-way marketplace for unbundled learning.
Implement policy to support credit for out-of-system experiences.
Invest in technology infrastructure for Learning and Employment Records.
Design interoperable badging systems that connect to credentials.
No one expected this to be the initial question raised by Pennsylvania’s new governor, Josh Shapiro, in his first full day on the job. While he may not have stated it explicitly, this was the essence of the Democrat’s very first executive order, which opened up some 92% of job listings in state government — about 65,000 in all — to applicants who don’t have a four-year college degree.
In branding degree requirements for many jobs as “arbitrary” and declaring “there are many different pathways to success,” the Keystone State’s new chief executive was tugging at the shaky Jenga block that has undergirded the appalling rise of a $1.75 trillion student debt bomb in the U.S. and led, arguably, to a college/non-college divide driving our nation’s bitter politics. The notion is this: You can’t make it in 21st-century America without that most expensive piece of sheepskin: the college diploma.
So the $64,000 question (OK, $80,000 … for one year on some elite private campuses) is this: If you don’t need the credential, do you actually need college?
Something is clearly gained by giving America’s young people more career options that won’t contribute to that $1.75 trillion college debt bomb. But are we talking enough about what could be lost in a new system that not only devalues the university but also seems to ratify a dubious idea — that higher education is almost solely about careerism, and not the wider knowledge and critical-thinking skills that come from liberal arts learning?
From DSC: To me — and to many other parents and families — it all boils down to the price tag of obtaining a liberal arts education. It’s one thing to get a liberal arts education at $5K per year. It’s another thing when the pricetag runs at $40K and above (per year)! Most people ARE FORCED to question the ROI of a liberal arts education. They simply have to.
On a relevant tangent here…many inside the academy have traditionally looked with disdain at the corporate world. The thinking went something like this:
Business! Ha! We are not a business! Students are not customers. Don’t ever compare us to the corporate world.
Having spent half of my career in the corporate world, I do not subscribe to that perspective. In fact, I’d like to ask those who still hold this point of view:
Where else can you pay tens of thousands of dollars for something and not be treated as a customer?! Don’t you typically expect value on your own purchases and positive returns on your investments?
How will you collaborate with the corporate world if you look upon them with disdain?!
But now that colleges and universities enrollments are not doing so well, perhaps there will be more openness to change and towards developing more impactful collaborations.
The practical guide to using AI to do stuff— from oneusefulthing.substack.com by Ethan Mollick; with thanks to Sam DeBrule for this resource. Ethan Mollick is a professor at the Wharton School of the University of Pennsylvania where he studies entrepreneurship & innovation, as well as how we can better learn and teach. A resource for students in my classes (and other interested people).
Excerpts:
My classes now require AI (and if I didn’t require AI use, it wouldn’t matter, everyone is using AI anyway). But how can students use AI well? Here is a basic tutorial and guide I am providing my classes. It covers some of the many ways to use AI to be more productive, creative, and successful, using the technology available in early 2023, as well as some of the risks.
… Come up with ideas Open Source Option: Nothing very good Best free (for now) option: ChatGPT (registration may require a phone number) Best option if ChatGPT is down: OpenAI Playground .
Also relevant/see:
It was nice talking to @lapiaenrose for the @WIRED article on #ChatGPT and #education. I shared how I use LLMs in class and suggested that banning them would not remove the need for redesigning both the learning goals and assessment methods. #AIEthicshttps://t.co/30tqFN1FSS
They see an education and skills gap: Forty-four percent said that school only taught them very basic computing skills, while 37% said that school education (for children under age 16) didn’t prepare them with the technology skills they needed for their planned careers. Forty percent consider learning new digital skills essential to future career options.
It’s clear that Gen Z see technology as pivotal for their future prosperity. It is now up to us—leading technology providers, governments, and the public sector—to work together and set them up for success by improving the quality and access to digital learning. Forty-four percent of Gen Z feel educators and businesses should work together to bridge the digital skills gap, and with the speed at which technology continues to evolve, this will require constant collaboration.
Aongus Hegarty, president of international markets at Dell Technologies
AI raises floor, not ceiling.
Basic writers ?? Good writers
Basic designers ?? Good designers
Basic instructors ?? Good instructors
Experts see fewer benefits
AI ?? speed + ideation but better to be original + unique as expert. That’s ? AI
Revolutionising Criminal Law with AI — from seotraininglondon.org by Danny Richman This case study outlines how I helped a law firm use Artificial Intelligence (AI) to streamline new client enquiries, resulting in significant savings of time and money.
Excerpt:
However, this process took up a lot of time and resources, meaning that highly qualified, well-paid individuals had to dedicate their time and energy to processing email enquiries instead of working on client cases.
That’s why I developed an app for Stuart Miller built on OpenAI’s GPT-3 technology. This app receives the content of the client’s email and makes the same determination as the human team of lawyers. It then immediately alerts the relevant lawyer to any enquiries flagged as high-priority, high-value cases. The entire process is automated requiring no human interaction.
Ready to get disrupted? Me neither, but let’s take the plunge.
ChatGPT is all anyone in legal wants to talk about right now, and for good reason.
…
Smash cut to yesterday, and this webinar focusing on ChatGPT is sold out and the sheer number of questions from the audience (which ranged from law students to in-house counsel and law firm partners) was more than 10x a normal webinar.
The point is that I’m not in a bubble this time. Everyone in legal is paying attention to ChatGPT, not just the legaltech nerds. This @#$% is going mainstream.
From DSC: Let’s put together a nationwide campaign that would provide a website — or a series of websites if an agreement can’t be reached amongst the individual states — about learning how to learn. In business, there’s a “direct-to-consumer” approach. Well, we could provide a “direct-to-learner” approach — from cradle to grave. Seeing as how everyone is now required to be a lifelong learner, such a campaign would have enormous benefits to all of the United States. This campaign would be located in airports, subway stations, train stations, on billboards along major highways, in libraries, and in many more locations.
We could focus on things such as:
Quizzing yourself / retrieval practice
Spaced retrieval
Interleaving
Elaboration
Chunking
Cognitive load
Learning by doing (active learning)
Journaling
The growth mindset
Metacognition (thinking about one’s thinking)
Highlighting doesn’t equal learning
There is deeper learning in the struggle
…and more.
NOTE:
The URL I’m using above doesn’t exist, at least not at the time of this posting.
But I’m proposing that it should exist.
Closing the digital divide in Black America— from mckinsey.com Five steps could help to bring broadband and digital equity to every Black household in the United States—urban and rural—while bolstering efforts to create a more inclusive economy.
Excerpt:
But broadband access is only part of a much bigger picture. Ensuring all Americans can fully participate in civic life and the digital economy requires affordable subscriptions, internet-enabled devices, applications, digital skills, and high-quality technical support. For example, while smartphone and tablet penetration are approximately equal among White, Black, and Hispanic and Latino adults in the United States, only 69 percent of Black Americans and 67 percent of Hispanic Americans have desktop or laptop computers, compared with 80 percent of White Americans (Exhibit 1).5 A 2020 OECD survey found that roughly half of Black workers had the advanced or proficient digital skills needed to thrive in our increasingly tech-driven economy, compared with 77 percent of White workers.6
A learning ecosystem is composed of people, tools, technologies, content, processes, culture, strategies, and any other resource that helps one learn. Learning ecosystems can be at an individual level as well as at an organizational level.
Some example components:
Subject Matter Experts (SMEs) such as faculty, staff, teachers, trainers, parents, coaches, directors, and others
Fellow employees
L&D/Training professionals
Managers
Instructional Designers
Librarians
Consultants
Types of learning
Active learning
Adult learning
PreK-12 education
Training/corporate learning
Vocational learning
Experiential learning
Competency-based learning
Self-directed learning (i.e., heutagogy)
Mobile learning
Online learning
Face-to-face-based learning
Hybrid/blended learning
Hyflex-based learning
Game-based learning
XR-based learning (AR, MR, and VR)
Informal learning
Formal learning
Lifelong learning
Microlearning
Personalized/customized learning
Play-based learning
Cloud-based learning apps
Coaching & mentoring
Peer feedback
Job aids/performance tools and other on-demand content
Websites
Conferences
Professional development
Professional organizations
Social networking
Social media – Twitter, LinkedIn, Facebook/Meta, other
Communities of practice
Artificial Intelligence (AI) — including ChatGPT, learning agents, learner profiles,
From DSC: One of my favorite memories as a kid was going to see a local performance of Charles Dickens’ “The Christmas Carol.” I loved seeing the transformation of Ebenezer Scrooge. And one of the events that changed Ebenezer was seeing his own name on the gravestone.
There’s been something about this verse that has clung to my heart and my mind. As dealing with time can already put heat in my kitchen, I have to handle this verse with some care.
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
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.
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.
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.
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.
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.
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?
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.”
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
This month we are discussing autism and aging. Many older adults in AANE’s community were children in the 1950s, 60s and 70s when the diagnosis of autism as we understand it today didn’t exist. Some were misdiagnosed with conditions like childhood schizophrenia, but many were just harmfully labeled as odd or having behavior problems. Because of the lack of awareness and understanding about autism, many have come to their diagnosis, or self-understanding, in their fifties, sixties, seventies and beyond, often after many years of being misunderstood or not fitting in at school, work, or socially. The stories they tell about feeling relief to have an explanation for their experience and finally…finally feeling like they belong warms my heart.
16 Wash and make yourselves clean. Take your evil deeds out of my sight; stop doing wrong. 17 Learn to do right; seek justice. Defend the oppressed. Take up the cause of the fatherless; plead the case of the widow.
From DSC: Obviously, all of this goes for me as well. I constantly thank the LORD for His patience with me as well as His grace and forgiveness. I often seek His help, wisdom, and strength. Anyway, the above verse caught my eye due to Isaiah’s focus on justice and to seeing that justice is had by all.
And those reflections caused me to think about what the church is all about — at least for me. This brought to mind an old pastor friend of mine who once exclaimed, “The church is a hospital.”
Wow. That thought hit me powerfully. And you know what? I agree with him.
“The church” is a place for “sick” people who are in need of hope, healing, teaching, support, forgiveness, grace, love, wisdom, community, and more. Besides a place to worship the LORD, those are some of the reasons why I continue to go to church.
12 On hearing this, Jesus said, “It is not the healthy who need a doctor, but the sick.
Along these lines, I’m trying to figure out what the LORD wants me to do (during this next year and beyond). I want to make a contribution. For those who pray out there, I could use your prayers on where He wants me to plug in.
CES is more than just a neon-drenched show-and-tell session for the world’s biggest tech manufacturers. More and more, it’s also a place where companies showcase innovations that could truly make the world a better place — and at CES 2023, this type of tech was on full display. We saw everything from accessibility-minded PS5 controllers to pedal-powered smart desks. But of all the amazing innovations on display this year, these three impressed us the most…
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!
