The creator of advanced chatbot ChatGPT has called on US lawmakers to regulate artificial intelligence (AI). Sam Altman, the CEO of OpenAI, the company behind ChatGPT, testified before a US Senate committee on Tuesday about the possibilities – and pitfalls – of the new technology. In a matter of months, several AI models have entered the market. Mr Altman said a new agency should be formed to license AI companies.
Artificial intelligence was a focus on Capitol Hill Tuesday. Many believe AI could revolutionize, and perhaps upend, considerable aspects of our lives. At a Senate hearing, some said AI could be as momentous as the industrial revolution and others warned it’s akin to developing the atomic bomb. William Brangham discussed that with Gary Marcus, who was one of those who testified before the Senate.
We’re rolling out web browsing and Plugins to all ChatGPT Plus users over the next week! Moving from alpha to beta, they allow ChatGPT to access the internet and to use 70+ third-party plugins. https://t.co/t4syFUj0fLpic.twitter.com/Mw9FMpKq91
Are you ready for the Age of Intelligence? — from linusekenstam.substack.com Linus Ekenstam Let me walk you through my current thoughts on where we are, and where we are going.
From DSC: I post this one to relay the exponential pace of change that Linus also thinks we’ve entered, and to present a knowledgeable person’s perspectives on the future.
Catastrophe / Eucatastrophe — from oneusefulthing.org by Ethan Mollick We have more agency over the future of AI than we think.
Excerpt (emphasis DSC):
Every organizational leader and manager has agency over what they decide to do with AI, just as every teacher and school administrator has agency over how AI will be used in their classrooms. So we need to be having very pragmatic discussions about AI, and we need to have them right now: What do we want our world to look like?
Also relevant/see:
That wasn’t Google I/O — it was Google AI — from technologyreview.com by Mat Honan If you thought generative AI was a big deal last year, wait until you see what it looks like in products already used by billions.
Google is in trouble.
I got early ‘Alpha’ access to GPT-4 with browsing and ran some tests.
There’s a remarkable disconnect between how professors and administrators think students use generative AI on written work and how we actually use it. Many assume that if an essay is written with the help of ChatGPT, there will be some sort of evidence — it will have a distinctive “voice,” it won’t make very complex arguments, or it will be written in a way that AI-detection programs will pick up on. Those are dangerous misconceptions. In reality, it’s very easy to use AI to do the lion’s share of the thinking while still submitting work that looks like your own.
The common fear among teachers is that AI is actually writing our essays for us, but that isn’t what happens. You can hand ChatGPT a prompt and ask it for a finished product, but you’ll probably get an essay with a very general claim, middle-school-level sentence structure, and half as many words as you wanted. The more effective, and increasingly popular, strategy is to have the AI walk you through the writing process step by step.
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From DSC: The idea of personalized storytelling is highly intriguing to me. If you write a story for someone with their name and character in it, they will likely be even more engaged with the story/content. Our daughter recently did this with a substitute teacher, who she really wanted to thank before she left (for another assignment at another school). I thought it was very creative of her.
We’re building resources to teach AI literacies for high school and college instructors and assembling them into a full curriculum that will be deployed in a course with the National Educational Equity Lab offered in Fall 2023. .
AI video is getting insanely powerful.
Soon, you’ll be able to create a Hollywood-grade movie from your pocket.
Here’s the most breathtaking AI-generated videos I’ve seen:
— The AI Solopreneur (@aisolopreneur) May 11, 2023
ChatGPT has changed the world.
It does lack in some areas, but my favorite use case is leveraging it to teach me things twice as fast.
Here are the 10 best prompts to learn anything faster:
Why I’m Excited About ChatGPT— from insidehighered.com by Jennie Young Here are 10 ways ChatGPT will be a boon to first-year writing instruction, Jennie Young writes.
Excerpt:
But from my perspective as a first-year writing program director, I’m excited about how this emerging technology will help students from all kinds of educational backgrounds learn and focus on higher-order thinking skills faster. Here are 10 reasons I’m excited about ChatGPT.
? stfu and take my money
This is the most impressive campaign I’ve seen from a mega brand so far using AI & StableDiffusion.
edX Debuts Two AI-Powered Learning Assistants Built on ChatGPT — from press.edx.org; with thanks to Matthew Tower for this resource edX plugin launches in ChatGPT plugin store to give users access to content and course discovery edX Xpert delivers AI-powered learning and customer support within the edX platform
Excerpt:
LANHAM, Md. – May 12, 2023 – edX, a leading global online learning platform from 2U, Inc. (Nasdaq: TWOU), today announced the debut of two AI-powered innovations: the new edX plugin for ChatGPT and edX Xpert, an AI-powered learning assistant on the edX platform. Both tools leverage the technology of AI research and deployment company OpenAI to deliver real-time academic support and course discovery to help learners achieve their goals.
We’ve found pockets of excellence in three dozen high school visits this spring.
Where we’ve spotted evidence of deeper learning (i.e., engagement, critical thinking, excellent public products) it’s been work that matters to the learner and their community– it’s relevant, purposeful, and consequential work.
How might we develop and deploy beneficial, safe artificial general intelligence for humanity? Reid and Aria are joined by Sam Altman, the CEO of OpenAI, and Greg Brockman, OpenAI co-founder and president. Sam and Greg trace their journey—from articulating their mission to early company projects and decisions to scaling and sharing GPT-4 with the world. They also explore the transformative impact artificial intelligence can have on other industries, like energy, medicine, education, and law. Plus, GPT-4 offers a poetic perspective on a piece of code. .
Let’s look at some ideas of how law schools could use AI tools like Khanmigo or ChatGPT to support lectures, assignments, and discussions, or use plagiarism detection software to maintain academic integrity.
In particular, we’re betting on four trends for AI and L&D.
Rapid content production
Personalized content
Detailed, continuous feedback
Learner-driven exploration
In a world where only 7 percent of the global population has a college degree, and as many as three quarters of workers don’t feel equipped to learn the digital skills their employers will need in the future, this is the conversation people need to have.
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Taken together, these trends will change the cost structure of education and give learning practitioners new superpowers. Learners of all backgrounds will be able to access quality content on any topic and receive the ongoing support they need to master new skills. Even small L&D teams will be able to create programs that have both deep and broad impact across their organizations.
Generative AI is set to play a pivotal role in the transformation of educational technologies and assisted learning. Its ability to personalize learning experiences, power intelligent tutoring systems, generate engaging content, facilitate collaboration, and assist in assessment and grading will significantly benefit both students and educators.
With today’s advancements in generative AI, that vision of personalized learning may not be far off from reality. We spoke with Dr. Kim Round, associate dean of the Western Governors University School of Education, about the potential of technologies like ChatGPT for learning, the need for AI literacy skills, why learning experience designers have a leg up on AI prompt engineering, and more. And get ready for more Star Trek references, because the parallels between AI and Sci Fi are futile to resist.
NVIDIA today introduced a wave of cutting-edge AI research that will enable developers and artists to bring their ideas to life — whether still or moving, in 2D or 3D, hyperrealistic or fantastical.
Around 20 NVIDIA Research papers advancing generative AI and neural graphics — including collaborations with over a dozen universities in the U.S., Europe and Israel — are headed to SIGGRAPH 2023, the premier computer graphics conference, taking place Aug. 6-10 in Los Angeles.
The papers include generative AI models that turn text into personalized images; inverse rendering tools that transform still images into 3D objects; neural physics models that use AI to simulate complex 3D elements with stunning realism; and neural rendering models that unlock new capabilities for generating real-time, AI-powered visual details.
Also relevant to the item from Nvidia (above), see:
The Future of Teaching and Learning
Artificial intelligence (AI) has taken the world by storm, with new AI-powered tools such as ChatGPT opening up new opportunities in higher education for content creation, communication, and learning, while also raising new concerns about the misuses and overreach of technology. Our shared humanity has also become a key focal point within higher education, as faculty and leaders continue to wrestle with understanding and meeting the diverse needs of students and to find ways of cultivating institutional communities that support student well-being and belonging.
For this year’s teaching and learning Horizon Report, then, our panelists’ discussions oscillated between these seemingly polar ideas: the supplanting of human activity with powerful new technological capabilities, and the need for more humanity at the center of everything we do. This report summarizes the results of those discussions and serves as one vantage point on where our future may be headed.
In this episode, I share ChatGPT prompts for teachers you can use to save time and make the most of this free artificial intelligence tool. You’ll also hear tips for generating and refining prompts to optimize your workflow this school year, along with 10 prompts to try in ChatGPT that may surprise you!
Tips for Prompts to Try in ChatGPT
Think about your time-consuming tasks.
Keep in mind tone, context, and specificity.
Use prompts to generate activity ideas and classroom resources.
So today, I wanted to share something that I’m also personally proud of – an elaborate resources page for student podcasting that our team published earlier this year. My big boss Steve Drummond named it “Sound Advice: The NPR guide to student podcasting.” And, again, this isn’t just for Student Podcast Challenge participants. We have guides from NPR and more for anyone interested in starting a podcast!
Here’s a sampler of some of my favorite resources:
Using sound: Teachers, here’s a lovely video you can play for your class! Or for any visual learners, this is a fun watch! In this video, veteran NPR correspondent Don Gonyea walks you through how to build your own recording studio – a pillow fort! (And yes, this is an actual trick we use at NPR!)
Voice coaching: Speaking into a microphone is hard, even for our radio veterans. In this video, NPR voice coach Jessica Hansen and our training team share a few vocal exercises that will help you sound more natural in front of a mic! I personally watched this video before recording my first radio story, so I’d highly recommend it for everyone!
Life Kit episode on podcasting:In this episode from NPR’s Life Kit, Lauren Migaki, our very own NPR Ed senior producer, brings us tips from podcast producers across NPR, working on all your favorite shows, including Code Switch, Planet Money and more! It’s an awesome listen for a class or on your own!
A few current categories of AI in Edtech particularly jump out:
Teacher Productivity and Joy: Tools to make educators’ lives easier (and more fun?) by removing some of the more rote tasks of teaching, like lesson planning (we counted at least 8 different tools for lesson planning), resource curation and data collection.
Personalization and Learning Delivery: Tools to tailor instruction to the particular interests, learning preferences and preferred media consumption of students. This includes tools that convert text to video, video to text, text to comic books, Youtube to notes, and many more.
Study and Course Creation Tools: Tools for learners to automatically make quizzes, flashcards, notes or summaries of material, or even to automatically create full courses from a search term.
AI Tutors, Chatbots and Teachers: There will be no shortage of conversational AI “copilots” (which may take many guises) to support students in almost any learning context. Many Edtech companies launched their own during the conference. Possible differentiators here could be personality, safety, privacy, access to a proprietary or specific data set, or bots built on proprietary LLMs.
Simplifying Complex Processes: One of the most inspiring conversations of the conference for me was with Tiffany Green, founder of Uprooted Academy, about how AI can and should be used to remove bureaucratic barriers to college for underrepresented students (for example, used to autofill FAFSA forms, College Applications, to search for schools and access materials, etc). This is not the only complex bureaucratic process in education.
Educational LLMs: The race is on to create usable large language models for education that are safe, private, appropriate and classroom-ready. Merlyn Mind is working on this, and companies that make LLMs are sprouting up in other sectors…
This week I spent a few days at the ASU/GSV conference and ran into 7,000 educators, entrepreneurs, and corporate training people who had gone CRAZY for AI.
No, I’m not kidding. This community, which makes up people like training managers, community college leaders, educators, and policymakers is absolutely freaked out about ChatGPT, Large Language Models, and all sorts of issues with AI. Now don’t get me wrong: I’m a huge fan of this. But the frenzy is unprecedented: this is bigger than the excitement at the launch of the i-Phone.
Second, the L&D market is about to get disrupted like never before. I had two interactive sessions with about 200 L&D leaders and I essentially heard the same thing over and over. What is going to happen to our jobs when these Generative AI tools start automatically building content, assessments, teaching guides, rubrics, videos, and simulations in seconds?
The answer is pretty clear: you’re going to get disrupted. I’m not saying that L&D teams need to worry about their careers, but it’s very clear to me they’re going to have to swim upstream in a big hurry. As with all new technologies, it’s time for learning leaders to get to know these tools, understand how they work, and start to experiment with them as fast as you can.
Speaking of the ASU+GSV Summit, see this posting from Michael Moe:
Last week, the 14th annual ASU+GSV Summit hosted over 7,000 leaders from 70+ companies well as over 900 of the world’s most innovative EdTech companies. Below are some of our favorite speeches from this year’s Summit…
High-quality tutoring is one of the most effective educational interventions we have – but we need both humans and technology for it to work. In a standing-room-only session, GSE Professor Susanna Loeb, a faculty lead at the Stanford Accelerator for Learning, spoke alongside school district superintendents on the value of high-impact tutoring. The most important factors in effective tutoring, she said, are (1) the tutor has data on specific areas where the student needs support, (2) the tutor has high-quality materials and training, and (3) there is a positive, trusting relationship between the tutor and student. New technologies, including AI, can make the first and second elements much easier – but they will never be able to replace human adults in the relational piece, which is crucial to student engagement and motivation.
ChatGPT, Bing Chat, Google’s Bard—AI is infiltrating the lives of billions.
The 1% who understand it will run the world.
Here’s a list of key terms to jumpstart your learning:
Being “good at prompting” is a temporary state of affairs.The current AI systems are already very good at figuring out your intent, and they are getting better. Prompting is not going to be that important for that much longer. In fact, it already isn’t in GPT-4 and Bing. If you want to do something with AI, just ask it to help you do the thing. “I want to write a novel, what do you need to know to help me?” will get you surprisingly far.
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The best way to use AI systems is not to craft the perfect prompt, but rather to use it interactively. Try asking for something. Then ask the AI to modify or adjust its output. Work with the AI, rather than trying to issue a single command that does everything you want. The more you experiment, the better off you are. Just use the AI a lot, and it will make a big difference – a lesson my class learned as they worked with the AI to create essays.
From DSC: Agreed –> “Being “good at prompting” is a temporary state of affairs.” The User Interfaces that are/will be appearing will help greatly in this regard.
From DSC: Bizarre…at least for me in late April of 2023:
FaceTiming live with AI… This app came across the @ElunaAI Discord and I was very impressed with its responsiveness, natural expression and language, etc…
Feels like the beginning of another massive wave in consumer AI products.
The rise of AI-generated music has ignited legal and ethical debates, with record labels invoking copyright law to remove AI-generated songs from platforms like YouTube.
Tech companies like Google face a conundrum: should they take down AI-generated content, and if so, on what grounds?
Some artists, like Grimes, are embracing the change, proposing new revenue-sharing models and utilizing blockchain-based smart contracts for royalties.
The future of AI-generated music presents both challenges and opportunities, with the potential to create new platforms and genres, democratize the industry, and redefine artist compensation.
The Need for AI PD — from techlearning.com by Erik Ofgang Educators need training on how to effectively incorporate artificial intelligence into their teaching practice, says Lance Key, an award-winning educator.
“School never was fun for me,” he says, hoping that as an educator he could change that with his students. “I wanted to make learning fun.” This ‘learning should be fun’ philosophy is at the heart of the approach he advises educators take when it comes to AI.
At its 11th annual conference in 2023, educational company Coursera announced it is adding ChatGPT-powered interactive ed tech tools to its learning platform, including a generative AI coach for students and an AI course-building tool for teachers. It will also add machine learning-powered translation, expanded VR immersive learning experiences, and more.
Coursera Coach will give learners a ChatGPT virtual coach to answer questions, give feedback, summarize video lectures and other materials, give career advice, and prepare them for job interviews. This feature will be available in the coming months.
From DSC: Yes…it will be very interesting to see how tools and platforms interact from this time forth. The term “integration” will take a massive step forward, at least in my mind.
After nearly two hours of laughter, tears and thoughtful discussion with students who have become teachers, I walked away with two important messages that affirm why teachers decide to stay and why our stories deserve to be heard.
Our dinner conversation revealed that sometimes, it feels like we’re swimming against the flow of what we know is right for students and ourselves, while our education system emphasizes laws, mandates and standards purported to guide the next generation. Because of that, I worry that too many educators – newcomers and veterans alike – feel like they won’t be able to sustain the work. Now more than ever, educators need to be acknowledged and celebrated for the important work we do, especially when stories like ours reveal that meaningful relationships matter, especially when we have the ability and support to meet young people where they’re at.
As the weeks turned to months and the surge from the pandemic finally ended, the question still hung in the air: what are we willing to lose in order to change a child’s life? We are still buckling under the weight of the inequitable education system that preceded the pandemic and the makeshift solutions created during the pandemic. At the same time, we fear losing what has kept us going. In order to answer this question, we need to shift from a mindset of scarcity and claim abundance.
To find out what happens after teachers put in their notice, as they transition into their next acts, EdSurge talked with six former classroom teachers who resigned at the end of the last school year, after that NEA survey was conducted. Is life on the other side everything they hoped and expected — and are they happy now?
That’s why it is once again time for a major evolution in how we think about U.S. education. If we want to address the challenges and inequities faced by students and the ongoing needs of employers and communities, we must deliver on a concept that has gained substantial momentum in recent years: education-to-workforce pathways.
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Through LAUNCH, teams of legislative, K-12, higher education and workforce leaders will be deeply analyzing existing education systems to identify barriers for students. They’ll also come up with ways to help students persist and complete high-quality pathways.
Here’s why Karpathy recently said “AutoGPT is the next frontier of prompt engineering”
AutoGPT is the equivalent of giving GPT-based models a memory and a body. You can now give a task to an AI agent and have it autonomously come up… pic.twitter.com/mYIJm2IEZy
AutoGPT has been making waves on the internet recently, trending on both GitHub and Twitter. If you thought ChatGPT was crazy, AutoGPT is about to blow your mind.
AutoGPT creates AI “agents” that operate automatically on their own and complete tasks for you. In case you’ve missed our previous issues covering it, here’s a quick rundown:
It’s open-sourced [code]
It works by chaining together LLM “thoughts”
It has internet access, long-term and short-term memory, access to popular websites, and file storage
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From DSC: I want to highlight that paper from Stanford, as I’ve seen it cited several times recently:.
From DSC: And for a rather fun idea/application of these emerging technologies, see:
Quick Prompt: Kitchen Design — from linusekenstam.substack.com by Linus Ekenstam Midjourney Prompt. Create elegant kitchen photos using this starting prompt. Make it your own, experiment, add, remove and tinker to create new ideas.
…which made me wonder how we might use these techs in the development of new learning spaces (or in renovating current learning spaces).
From DSC: On a much different — but still potential — note, also see:
Many experts in A.I. and computer science say the technology is likely a watershed moment for human society. But 36% don’t mean that as a positive, warning that decisions made by A.I. could lead to “nuclear-level catastrophe,” according to researchers surveyed in an annual report on the technology by Stanford University’s Institute for Human-Centered A.I., published earlier this month.
AutoGPTs are improving at a blazingly fast speed and could soon transform the face of business.
