From DSC:
I’m told by a reliable source (i.e., our oldest daughter, who is now a third-grade teacher) that Blooket is an effective, highly-engaging tool! She said students find these online-based games to be fun. She said it’s competitive, so you may want to make a note of that as well.
Introducing Q-Chat, the world’s first AI tutor built with OpenAI’s ChatGPT — from quizlet.com by Lex Bayer
Excerpt:
Modeled on research demonstrating that the most effective form of learning is one-on-one tutoring1, Q-Chat offers students the experience of interacting with a personal AI tutor in an effective and conversational way. Whether they’re learning French vocabulary or Roman History, Q-Chat engages students with adaptive questions based on relevant study materials delivered through a fun chat experience. Pulling from Quizlet’s massive educational content library and using the question-based Socratic method to promote active learning, Q-Chat has the ability to test a student’s knowledge of educational content, ask in-depth questions to get at underlying concepts, test reading comprehension, help students learn a language and encourage students on healthy learning habits.
DC: Perhaps we’ll get to a point where AI can help here. (Perhaps we’re already there…?) https://t.co/kRguHmXw42
— Daniel Christian (he/him/his) (@dchristian5) March 1, 2023
Speaking of AI-related items, also see:
OpenAI just released both Whisper and ChatGPT as APIs!
Among the 3 infinity stones to make voice assistants great again, we’ve got 2 on the cloud now.https://t.co/boAP0yOK9p https://t.co/rkWGu5wGbP
— Jim Fan (@DrJimFan) March 1, 2023
OpenAI debuts Whisper API for speech-to-text transcription and translation — from techcrunch.com by Kyle Wiggers
Excerpt:
To coincide with the rollout of the ChatGPT API, OpenAI today launched the Whisper API, a hosted version of the open source Whisper speech-to-text model that the company released in September.
Priced at $0.006 per minute, Whisper is an automatic speech recognition system that OpenAI claims enables “robust” transcription in multiple languages as well as translation from those languages into English. It takes files in a variety of formats, including M4A, MP3, MP4, MPEG, MPGA, WAV and WEBM.
Introducing ChatGPT and Whisper APIs — from openai.com
Developers can now integrate ChatGPT and Whisper models into their apps and products through our API.
Excerpt:
ChatGPT and Whisper models are now available on our API, giving developers access to cutting-edge language (not just chat!) and speech-to-text capabilities.
Love this! Assigning collaborative annotation can help students engage with texts and the writing process and help prevent ChatGPT misuse. We can also invite students to critically annotate ChatGPT outputs. #ChatGPTedu #AItextedu #AIED #socialannotation https://t.co/wh2OkrAvL7
— Anna Mills, amills@mastodon.oeru.org, she/her (@EnglishOER) February 28, 2023
Everything you wanted to know about AI – but were afraid to ask — from theguardian.com by Dan Milmo and Alex Hern
From chatbots to deepfakes, here is the lowdown on the current state of artificial intelligence
Excerpt:
Barely a day goes by without some new story about AI, or artificial intelligence. The excitement about it is palpable – the possibilities, some say, are endless. Fears about it are spreading fast, too.
There can be much assumed knowledge and understanding about AI, which can be bewildering for people who have not followed every twist and turn of the debate.
So, the Guardian’s technology editors, Dan Milmo and Alex Hern, are going back to basics – answering the questions that millions of readers may have been too afraid to ask.
Nvidia CEO: “We’re going to accelerate AI by another million times” — from
In a recent earnings call, the boss of Nvidia Corporation, Jensen Huang, outlined his company’s achievements over the last 10 years and predicted what might be possible in the next decade.
Excerpt:
Fast forward to today, and CEO Jensen Huang is optimistic that the recent momentum in AI can be sustained into at least the next decade. During the company’s latest earnings call, he explained that Nvidia’s GPUs had boosted AI processing by a factor of one million in the last 10 years.
“Moore’s Law, in its best days, would have delivered 100x in a decade. By coming up with new processors, new systems, new interconnects, new frameworks and algorithms and working with data scientists, AI researchers on new models – across that entire span – we’ve made large language model processing a million times faster,” Huang said.
From DSC:
NVIDA is the inventor of the Graphics Processing Unit (GPU), which creates interactive graphics on laptops, workstations, mobile devices, notebooks, PCs, and more. They are a dominant supplier of artificial intelligence hardware and software.
Unboxing the Future of Education:“A Sneak Peek into a Day in the Life of a Student in 2040” — from thinklearningstudio.org by Russell Cailey
Excerpts:
To explore this question, I collaborated with my new friend Chat GPT to create a concept of what a day in the life of a 2040 student might look like. The results were fascinating, providing a glimpse into the possible future of education.
In response to our collaborative moment, I would like to pose three guiding questions to the audience:
How might we re-imagine education to create a more holistic and meaningful learning experience for our students as we move forward towards 2040?
How might we cultivate a sense of curiosity, wonder, and creativity in our students, and how might this foster a deeper engagement with learning?
How might we expand the definition of “education” beyond the confines of the classroom and foster lifelong learning and growth in our students?
From DSC:
I appreciated this interesting thought experiment re: the future of learning in the year 2040. I appreciate Russell’s statement where he says:
To conduct a thorough and accurate foresight project, it is crucial to explore multiple potential futures. While the scenario presented here is intended to be playful and imaginative, it represents only one possible outcome among many. I encourage readers to share their scenarios and perspectives in the comments, as this will help to create a more robust and diverse exploration of the future.
It’s Not Just Our Students — ChatGPT Is Coming for Faculty Writing — from chronicle.com by Ben Chrisinger (behind a paywall)
And there’s little agreement on the rules that should govern it.
Excerpt:
While we’ve been busy worrying about what ChatGPT could mean for students, we haven’t devoted nearly as much attention to what it could mean for academics themselves. And it could mean a lot. Critically, academics disagree on exactly how AI can and should be used. And with the rapidly improving technology at our doorstep, we have little time to deliberate.
Already some researchers are using the technology. Among only the small sample of my work colleagues, I’ve learned that it is being used for such daily tasks as: translating code from one programming language to another, potentially saving hours spent searching web forums for a solution; generating plain-language summaries of published research, or identifying key arguments on a particular topic; and creating bullet points to pull into a presentation or lecture.
Some Ideas for Using ChatGPT in Middle and High School Classes — from edutopia.org by Geoff Richman
Teachers can use tools like ChatGPT as one strategy in their efforts to teach students how to think critically and write effectively.
Excerpts:
There can be an upside, however. In a social studies classroom, students might craft a prompt about a topic they’ve been considering and then examine the machine’s response in forensic detail. This may involve a sentence-by-sentence dissection of what the AI has written. By unearthing possible inconsistencies or straight-up inaccuracies, students reinforce their correct understanding of the topic.
…
For a playful exercise, share two or three pieces of human writing from the past year or two and slip in an example from ChatGPT, and have students discuss what makes these examples human—or decidedly not. Nuance, passion, and, perhaps, even fallibility will be clues that students can investigate.
AI starter tools for video content creation — from techthatmatters.beehiiv.com by Harsh Makadia
Excerpt:
One of the most exciting applications of AI is in the realm of content creation. What if I told you there are tools to generate videos in mins?
Try these tools today:
Podcast Special: Using Generative AI in Education — from drphilippahardman.substack.com by Dr. Philippa Hardman
An exploration of the risks and benefits of Generative AI in education, in conversation with Mike Palmer
Excerpt:
Among other things, we discussed:
- The immediate challenges that Generative AI presents for learning designers, educators and students.
- The benefits & opportunities that Generative AI might offer the world of education, both in terms of productivity and pedagogy.
- How bringing together the world of AI and the world of learning science, we might revolutionise the way we design and deliver learning experiences.
Also relevant/see:
Teachers: Treat ChatGPT as Your Assistant, Not Your Enemy — from by Maria Andersen
Also relevant/see:
Are librarians the next prompt engineers? — from linkedin.com by Laura Solomon
Excerpt:
- Without the right prompt, AI fails to provide what someone might be looking for. This probably is a surprise to no one, especially librarians. If you remember the days before Google, you know exactly how this tended to play out. Google became dominant in large part to its inherent ability to accept natural language queries.
- A small industry is now popping up to provide people with the correct, detailed prompts to get what they want when interacting with AI. The people doing this work are referred to as “prompt engineers.”
- Prompt engineers aren’t just people who write queries to be directed to an AI. They also have tend to have a great deal of technical expertise and a deep understanding of how artificial intelligences and natural language can intersect.
- Prompt engineers don’t work for free.
The above item links to The Most Important Job Skill of This Century — from theatlantic.com by Charlie Warzel
Your work future could depend on how well you can talk to AI.
Also relevant/see:
My class required AI. Here’s what I’ve learned so far. — from oneusefulthing.substack.com by Ethan Mollick
(Spoiler alert: it has been very successful, but there are some lessons to be learned)
Excerpt:
I fully embraced AI for my classes this semester, requiring students to use AI tools in a number of ways. This policy attracted a lot of interest, and I thought it worthwhile to reflect on how it is going so far. The short answer is: great! But I have learned some early lessons that I think are worth passing on.
AI is everywhere already
Even if I didn’t embrace AI, it is also clear that AI is now everywhere in classes. For example, students used it to help them come up with ideas for class projects, even before I even taught them how to do that. As a result, the projects this semester are much better than previous pre-AI classes. This has led to greater project success rates and more engaged teams. On the downside, I find students also raise their hands to ask questions less. I suspect this might be because, as one of them told me, they can later ask ChatGPT to explain things they didn’t get without needing to speak in front of the class. The world of teaching is now more complicated in ways that are exciting, as well as a bit unnerving.
ChatGPT for Spanish Classrooms — from rdene915.com by Nicole Biscotti, M. Ed.
Excerpt:
ChatGPT is just what the busy Spanish teacher necesita – no wasted time searching for the perfect “lectura” (text). Effective language instruction is coupled with learning about culture and now I’m able to generate texts in seconds AND I can even center them around a Latin American country, cultural point of interest, holiday, grammatical structure, etc. Differentiation and personalized learning, those lofty teaching ideals that can feel a bit heavy when you mean well but have 35 kids in your room, have become that much easier to attain with ChatGPT. It’s possible to generate texts about diverse aspects of culture in seconds and make adjustments for interests, length, rigor, etc. (Kuo & Lai, 2006) (Salaberry, 1999; Rost, 2002).
CURATING YOUR CLASSROOM WITH 9 MUST-HAVE TOOLS FOR RESOURCE COLLECTION – EASY EDTECH PODCAST 202 — from classtechtips.com by Monica Burns
Description:
How do you share resources with students? In this episode, we’ll focus on what happens after you find the very best resources to share with students. You’ll also hear about nine digital tools to help educators build a resource collection for students. So whether you have ten great resources on endangered species to share with your fourth graders or a dozen tutorial videos to share with your eleventh graders, this episode is for you!
50+ Useful AI Writing Tools to Know (2023) — from hongkiat.com
Excerpt:
AI writing tools generate content based on the keywords or prompt provided by users. You can then improve upon the output and make it suitable according to your own requirements.
There are different types of AI writing tools and in this post we are featuring some of the best ones. From content generators and editors to translators and typing assistants, there’s a whole gamut of AI-powered writing tools in the list. Take a look and see if one (or more) catches your interest.
How to Use Minecraft as a Teaching Tool — from intelligenthq.com
Excerpt:
Kids today have grown up with Minecraft, so it’s easy to get them enthusiastic about lessons using it. They can build anything they like, and use Minecraft skins to make the characters they create uniquely their own, getting them especially enthusiastic and involved in their lessons.
Teachers who learn how to use Minecraft as a teaching tool have found that it noticeably improves problem solving, creativity, and the ability to work together. It teaches both 21st century skills and timeless lessons.
On a somewhat related note, also see:
- Master The Art Of The Internet With These 10 Tips — from lawtechnologytoday.org
.
Blogs are back baby — from blog.edtechie.net by Martin Weller
Excerpt:
The conclusion I take from all this (which I carefully assembled so I could draw the conclusion I want), is that there is a desire to have a core place on the net, that is not subject to the whims of billionaires, institutions or markets, where you can engage in a range of dialogue, from personal to professional, and that you enjoy revisiting. Ladies and gentleman, I give you, the blog.
From DSC:
I hope you’re right Martin!!! I still really appreciate blogs, as readers of this Learning Ecosystems blog might have guessed.
? I’m in love with this instructional routine: Slow Reveal Graphs! Start with a graph stripped of context and gradually reveal its labels, numbers, and title as students talk about what they see. Genius!
Thanks @jennalaib! (via @ericcurts)https://t.co/4WsI87EQWF
— Tony Vincent (@tonyvincent) February 9, 2023
Along the lines of tools, also see:
6 Apps and Websites to Make Video Journals — from classtechtips.com by Monica Burns
Excerpt:
Have you made video journals with your students? Earlier this year on the blog, I shared some of the reasons why this medium is worth considering. Today on the blog, we’ll look at six apps and websites to make video journals alongside a few more reasons why video journals are worth considering.
There are several reasons why a teacher might introduce video journals to their students. First, video journals can be a powerful tool for self-reflection and personal growth. By creating and reflecting on videos of themselves, students can better understand their own thoughts, feelings, and behaviors and identify areas for improvement.
Video journals can also provide a creative outlet for students to express themselves. Students may enjoy experimenting with different video-editing techniques and sharing their work with their peers. This experience using video tools can transfer to additional learning experiences, especially because video journals can help students practice their communication skills in speaking and visual storytelling.
And speaking of tools and technologies, also see:
A Valentine for Education Technology — from campustechnology.com by Mary Grush and Gardner Campbell
Excerpt:
However, in making some adjustments for an online experience, I soon realized that I was able, actually, to enhance aspects of the Read-a-thon and thus the course as well. For the first time, I could choose to invite the wider Milton community to the event, encouraging people to join from many different points across the country and potentially around the globe!
I like certain kinds of management technologies that help me with record keeping and organization. But I don’t love them. I love technologies of communication because, I think, they’re at the heart of teaching and learning — creating opportunities for human beings to think together, to study something together.
Five Predictions for the Future of Learning in the Age of AI — from a16z.com by Anne Lee Skates
Excerpts:
Seeing as education is one of AI’s first consumer use cases, and programs like ChatGPT are how millions of kids, teachers, and administrators will be introduced to AI, it is critical that we pay attention to the applications of AI and its implications for our lives. Below, we explore five predictions for AI and the future of learning, knowledge, and education.
Introducing: ChatGPT Edu-Mega-Prompts — from drphilippahardman.substack.com by Dr. Philippa Hardman; with thanks to Ray Schroeder out on LinkedIn for this resource
How to combine the power of AI + learning science to improve your efficiency & effectiveness as an educator
From DSC:
Before relaying some excerpts, I want to say that I get the gist of what Dr. Hardman is saying re: quizzes. But I’m surprised to hear she had so many pedagogical concerns with quizzes. I, too, would like to see quizzes used as an instrument of learning and to practice recall — and not just for assessment. But I would give quizzes a higher thumbs up than what she did. I think she was also trying to say that quizzes don’t always identify misconceptions or inaccurate foundational information.
Excerpts:
The Bad News: Most AI technologies that have been built specifically for educators in the last few years and months imitate and threaten to spread the use of broken instructional practices (i.e. content + quiz).
The Good News: Armed with prompts which are carefully crafted to ask the right thing in the right way, educators can use AI like GPT3 to improve the effectiveness of their instructional practices.
As is always the case, ChatGPT is your assistant. If you’re not happy with the result, you can edit and refine it using your expertise, either alone or through further conversation with ChatGPT.
For example, once the first response is generated, you can ask ChatGPT to make the activity more or less complex, to change the scenario and/or suggest more or different resources – the options are endless.
Philippa recommended checking out Rob Lennon’s streams of content. Here’s an example from his Twitter account:
Everyone’s using ChatGPT.
But almost everyone’s STUCK in beginner mode.
10 techniques to get massively ahead with AI:
(cut-and-paste these prompts?)
— Rob Lennon ? | Audience Growth (@thatroblennon) January 3, 2023
Also relevant/see:
3 Trends That May Unlock AI’s Potential for L&D in 2023 — from learningguild.com by Juan Naranjo
Excerpts:
AI-assisted design and development work
This is the trend most likely to have a dramatic evolution this year.
…
Solutions like large language models, speech generators, content generators, image generators, translation tools, transcription tools, and video generators, among many others, will transform the way IDs create the learning experiences our organizations use. Two examples are:
1. IDs will be doing more curation and less creation:
- Many IDs will start pulling raw material from content generators (built using natural language processing platforms like Open AI’s GPT-3, Microsoft’s LUIS, IBM’s Watson, Google’s BERT, etc.) to obtain ideas and drafts that they can then clean up and add to the assets they are assembling. As technology advances, the output from these platforms will be more suitable to become final drafts, and the curation and clean-up tasks will be faster and easier.
- Then, the designer can leverage a solution like DALL-E 2 (or a product developed based on it) to obtain visuals that can (or not) be modified with programs like Illustrator or Photoshop (see image below for Dall-E’s “Cubist interpretation of AI and brain science.”
2. IDs will spend less, and in some cases no time at all, creating learning pathways
AI engines contained in LXPs and other platforms will select the right courses for employees and guide these learners from their current level of knowledge and skill to their goal state with substantially less human intervention.
The Creator of ChatGPT Thinks AI Should Be Regulated — from time.com by John Simons
Excerpts:
Somehow, Mira Murati can forthrightly discuss the dangers of AI while making you feel like it’s all going to be OK.
…
A growing number of leaders in the field are warning of the dangers of AI. Do you have any misgivings about the technology?
This is a unique moment in time where we do have agency in how it shapes society. And it goes both ways: the technology shapes us and we shape it. There are a lot of hard problems to figure out. How do you get the model to do the thing that you want it to do, and how you make sure it’s aligned with human intention and ultimately in service of humanity? There are also a ton of questions around societal impact, and there are a lot of ethical and philosophical questions that we need to consider. And it’s important that we bring in different voices, like philosophers, social scientists, artists, and people from the humanities.
Whispers of A.I.’s Modular Future — from newyorker.com by James Somers; via Sam DeBrule
Excerpts:
Gerganov adapted it from a program called Whisper, released in September by OpenAI, the same organization behind ChatGPTand dall-e. Whisper transcribes speech in more than ninety languages. In some of them, the software is capable of superhuman performance—that is, it can actually parse what somebody’s saying better than a human can.
…
Until recently, world-beating A.I.s like Whisper were the exclusive province of the big tech firms that developed them.
Ever since I’ve had tape to type up—lectures to transcribe, interviews to write down—I’ve dreamed of a program that would do it for me. The transcription process took so long, requiring so many small rewindings, that my hands and back would cramp. As a journalist, knowing what awaited me probably warped my reporting: instead of meeting someone in person with a tape recorder, it often seemed easier just to talk on the phone, typing up the good parts in the moment.
Journalism majors — and even seasoned journalists — should keep an eye on this type of application, as it will save them a significant amount of time and/or money.
Microsoft Teams Premium: Cut costs and add AI-powered productivity — from microsoft.com by Nicole Herskowitz
Excerpt:
Built on the familiar, all-in-one collaborative experience of Microsoft Teams, Teams Premium brings the latest technologies, including Large Language Models powered by OpenAI’s GPT-3.5, to make meetings more intelligent, personalized, and protected—whether it’s one-on-one, large meetings, virtual appointments, or webinars.
Best Document Cameras for Teachers — from techlearning.com by Luke Edwards
Get the best document camera for teachers to make the classroom more digitally immersive
Along the lines of edtech, also see:
Tech & Learning Names Winners of the Best of 2022 Awards — from techlearning.com by TL Editors
This annual award celebrates recognizing the very best in EdTech from 2022
.
The Tech & Learning Awards of Excellence: Best of 2022 celebrate educational technology from the last 12 months that has excelled in supporting teachers, students, and education professionals in the classroom, for professional development, or general management of education resources and learning. Nominated products are divided into three categories: Primary, Secondary, or Higher Education.
Educator considerations for ChatGPT — from platform.openai.com; with thanks to Anna Mills for this resource
Excerpt:
Streamlined and personalized teaching
Some examples of how we’ve seen educators exploring how to teach and learn with tools like ChatGPT:
- Drafting and brainstorming for lesson plans and other activities
- Help with design of quiz questions or other exercises
- Experimenting with custom tutoring tools
- Customizing materials for different preferences (simplifying language, adjusting to different reading levels, creating tailored activities for different interests)
- Providing grammatical or structural feedback on portions of writing
- Use in upskilling activities in areas like writing and coding (debugging code, revising writing, asking for explanations)
- Critique AI generated text
While several of the above draw on ChatGPT’s potential to be explored as a tool for personalization, there are risks associated with such personalization as well, including student privacy, biased treatment, and development of unhealthy habits. Before students use tools that offer these services without direct supervision, they and their educators should understand the limitations of the tools outlined below.
Also relevant/see:
-
- Designing Assignments in the ChatGPT Era — from insidehighered.com by Susan D’Agostino
Some instructors seek to craft assignments that guide students in surpassing what AI can do. Others see that as a fool’s errand—one that lends too much agency to the software. - 5 Ways Instructional Designers Can Use ChatGPT — from drlukehobson.com by Luke Hobson
- AI, ChatGPT, instructional design, and prompt crafting — from veletsianos.com by George Veletsianos, PhD
- Designing Assignments in the ChatGPT Era — from insidehighered.com by Susan D’Agostino
Excerpt (emphasis DSC):
David Wiley wrote a thoughtful post on the ways in which AI and Large Language Models (LLMs) can “provide instructional designers with first drafts of some of the work they do.” He says “imagine you’re an instructional designer who’s been paired with a faculty member to create a course in microeconomics. These tools might help you quickly create first drafts of” learning outcomes, discussion prompts, rubrics, and formative assessment items. The point is that LLMs can quickly generate rough drafts that are mostly accurate drafts, that humans can then “review, augment, and polish,” potentially shifting the work of instructional designers from authors to editors. The post is well worth your time.
…
The question that I’d like to spend some time thinking about is the following: What new knowledge, capacities, and skills do instructional designers need in their role as editors and users of LLMs?
This resonated with me. Instructional Designer positions are starting to require AI and ML chops. I’m introducing my grad students to AI and ChatGPT this semester. I have an assignment based on it.
(This ain’t your father’s instructional design…)
We’re piloting ChatGPT Plus, a $20/mo subscription for faster response times and reliability during peak hours: https://t.co/ZDK37w9MIs
— Greg Brockman (@gdb) February 1, 2023