This paper explores how instructors can leverage generative AI to create personalized learning experiences for students that transform teaching and learning. We present a range of AI-based exercises that enable novel forms of practice and application including simulations, mentoring, coaching, and co-creation. For each type of exercise, we provide prompts that instructors can customize, along with guidance on classroom implementation, assessment, and risks to consider. We also provide blueprints, prompts that help instructors create their own original prompts. Instructors can leverage their content and pedagogical expertise to design these experiences, putting them in the role of builders and innovators. We argue that this instructor-driven approach has the potential to democratize the development of educational technology by enabling individual instructors to create AI exercises and tools tailored to their students’ needs. While the exercises in this paper are a starting point, not a definitive solutions, they demonstrate AI’s potential to expand what is possible in teaching and learning.
Most New Year’s resolutions are buried by now. April’s a great time for a fresh start. So today’s post focuses on simple, useful tools to help you revive a good habit or two. Read on for my favorite app for tracking habits and a few alternatives.
AI Resources and Teaching | Kent State University offers valuable resources for educators interested in incorporating artificial intelligence (AI) into their teaching practices. The university recognizes that the rapid emergence of AI tools presents both challenges and opportunities in higher education.
The AI Resources and Teaching page provides educators with information and guidance on various AI tools and their responsible use within and beyond the classroom. The page covers different areas of AI application, including language generation, visuals, videos, music, information extraction, quantitative analysis, and AI syllabus language examples.
For all its jaw-dropping power, Watson the computer overlord was a weak teacher. It couldn’t engage or motivate kids, inspire them to reach new heights or even keep them focused on the material — all qualities of the best mentors.
It’s a finding with some resonance to our current moment of AI-inspired doomscrolling about the future of humanity in a world of ascendant machines. “There are some things AI is actually very good for,” Nitta said, “but it’s not great as a replacement for humans.”
His five-year journey to essentially a dead-end could also prove instructive as ChatGPT and other programs like it fuel a renewed, multimillion-dollar experiment to, in essence, prove him wrong.
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To be sure, AI can do sophisticated things such as generating quizzes from a class reading and editing student writing. But the idea that a machine or a chatbot can actually teach as a human can, he said, represents “a profound misunderstanding of what AI is actually capable of.”
Nitta, who still holds deep respect for the Watson lab, admits, “We missed something important. At the heart of education, at the heart of any learning, is engagement. And that’s kind of the Holy Grail.”
From DSC: This is why the vision that I’ve been tracking and working on has always said that HUMAN BEINGS will be necessary — they are key to realizing this vision. Along these lines, here’s a relevant quote:
Another crucial component of a new learning theory for the age of AI would be the cultivation of “blended intelligence.” This concept recognizes that the future of learning and work will involve the seamless integration of human and machine capabilities, and that learners must develop the skills and strategies needed to effectively collaborate with AI systems. Rather than viewing AI as a threat to human intelligence, a blended intelligence approach seeks to harness the complementary strengths of humans and machines, creating a symbiotic relationship that enhances the potential of both.
Per Alexander “Sasha” Sidorkin, Head of the National Institute on AI in Society at California State University Sacramento.
[Report] The Top 100 AI for Work – April 2024 — from flexos.work; with thanks to Daan van Rossum for this resource AI is helping us work up to 41% more effectively, according to recent Bain research. We review the platforms to consider for ourselves and our teams.
Following our AI Top 150, we spent the past few weeks analyzing data on the top AI platforms for work. This report shares key insights, including the AI tools you should consider adopting to work smarter, not harder.
While there is understandable concern about AI in the work context, the platforms in this list paint a different picture. It shows a future of work where people can do what humans are best suited for while offloading repetitive, digital tasks to AI.
This will fuel the notion that it’s not AI that takes your job but a supercharged human with an army of AI tools and agents. This should be a call to action for every working person and business leader reading this.
Assessment of Student Learning Is Broken — from insidehighered.com by Zach Justus and Nik Janos And generative AI is the thing that broke it, Zach Justus and Nik Janos write.
Generative artificial intelligence (AI) has broken higher education assessment. This has implications from the classroom to institutional accreditation. We are advocating for a one-year pause on assessment requirements from institutions and accreditation bodies.
… Implications and Options
The data we are collecting right now are literally worthless. These same trends implicate all data gathered from December 2022 through the present. So, for instance, if you are conducting a five-year program review for institutional accreditation you should separate the data from before the fall 2022 term and evaluate it independently. Whether you are evaluating writing, STEM outputs, coding, or anything else, you are now looking at some combination of student/AI work. This will get even more confounding as AI tools become more powerful and are integrated into our existing production platforms like Microsoft Office and Google Workspace.
The burden of adapting to artificial intelligence has fallen to faculty, but we are not positioned or equipped to lead these conversations across stakeholder groups.
Having elementary students make their own videos instead of consuming content made by someone else sounds like a highly engaging educational experience. But if you’ve ever tried to get 25 third graders to use a video editing software platform that they’ve never seen before, it can get really frustrating really fast. It’s easy for the lesson to become entirely centered around how to use the software without any subject-area content learning.
Through years of trial and error with K–6 students, I’ve developed three guiding concepts for elementary video projects so that teachers and students have a good experience.
Like actors, students are often tasked with memorization. Although education has evolved to incorporate project-based learning and guided play, there’s no getting around the necessity of knowing the multiplication tables, capital cities, and correct spelling.
The following are movement-based games that build students’ abilities to retain spelling words specifically. Ideally, these exercises support them academically as well as socially. Research shows that learning through play promotes listening, focus, empathy, and self-awareness—benefits that build students’ social and emotional learning skills.
Financial and life skills uncertainty: One-third of recent graduates don’t believe they have or are unsure they have the financial and core life skills needed to succeed in the world.
Appetite for non-academic courses: 68% of recent graduates think non-academically focused courses in formal education settings would better prepare students for the real world. This belief is especially strong among respondents that attended public schools and colleges (71%).
Automotive maintenance skills are stalled: More than any other skill, nearly one in five recent graduates say they are the least confident in handling automotive maintenance, such as changing a tire or their oil. This is followed by financial planning (17%), insurance (12%), minor home repairs (11%), cooking (11%), cleaning (8%) and organizing (8%).
Financial planning woes: A majority (79%) of recent graduates said financial planning overwhelms them the most – and of all the life skills highlighted in the survey, 29% of respondents said it negatively impacts their mental health.
Social media as a learning tool: Social media is helping fill the skills gap, with 33% of recent graduates turning to it for life skills knowledge.
From DSC: Our son would agree with many of these findings. He would like to have learned things like how to do/file his taxes, learn more about healthcare insurance, and similar real-world/highly-applicable types of knowledge. Those involved with K12 curriculum decisions, please take a serious look at this feedback and make the necessary changes/additions.
Integrating technical skills into the high school curriculum can inspire and prepare students for diverse roles. This approach is key to fostering equity and inclusivity in the job market.
By forging partnerships with community colleges and technical schools, high schools can democratize access to education and ensure students from all backgrounds have equal opportunities for success in technical fields.
High schools can expand career possibilities by providing apprenticeships as viable and lucrative alternatives to traditional four-year degrees.
Do you use chatbots as a thought partner and collaborator? This year, I’ve spent time with educators all across the country to lead workshops on using Generative AI for instructional planning. If you want to use AI to support student creativity in your classroom, I have a handful of prompts that are ready for you to try.
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Today on the blog, we’ll look at prompts to help support student creativity. You can tailor to your instructional environment.
How Much Do Voice Actors Make? — from elevenlabs.io Learn how much voice actors can expect to make and how to create passive income streams with ElevenLabs.
If you’re considering a career in the voice acting industry, you may be wondering how much do voice actors make?
A voice actor’s salary is based on many factors, from talent to type of voice work, and the ability to market yourself. Voice actors can experience massive earning potential, and a voice actor salary can range from tens of thousands of dollars to six figures a year.
In this article, we’ll explore how to make your voice talent work for you, whether you’re an entry-level voice actor or an experienced voice actor, the kind of voice actor’s salary you can expect, and what the highest-paid voice actors earn.
Have you ever wondered how video games create those immersive and dynamic sound effects that react to your every move? From the satisfying crunch of footsteps on different surfaces to the realistic reverberations of gunshots in various environments, game audio has come a long way.
Now, AI is revolutionizing the way video game audio is produced and experienced. AI algorithms and machine learning techniques are being leveraged to power real-time sound effect generation, creating more realistic, adaptive, and efficient sound effects that respond to player actions and in-game events in real-time. For example, ElevenLabs’ upcoming AI Sound Effects feature will allow video game developers to describe a sound and then generate it with AI.
What Are the Best AI Video Game Tools? Looking to enhance your video generation process with AI tools? You’ve come to the right place. Learn all about the top tools and their specific use cases.
From generating realistic assets and environments to crafting compelling narratives and lifelike characters, AI is revolutionizing the way video games are designed and developed.
In this article, we will explore the different types of AI video game tools available and highlight some of the best tools in each category. We’ll delve into the key features and benefits of these tools, helping you understand how they can streamline your game development process and enhance the overall quality of your game.
Whether you’re an indie developer or part of a large studio, understanding the AI landscape and selecting the right tools for your project is crucial. We’ll provide insights into what to look for when choosing an AI video game tool, ensuring that you make an informed decision that aligns with your project’s requirements and budget.
Tools and Apps to Bring Augmented Reality into Your Classroom — from techlearning.com by Steve Baule and Dillon Martinez These digital tools and platforms can support the use of augmented reality in the classroom, making a more dynamic and engaging learning experience
AR allows virtual 3D models, animations, and contextual information to be overlaid on the real world through mobile devices or AR headsets. The Franklin Institute provides a good overview of what constitutes AR, as does UK’s Talk Business and Tech & Learning. This immersive technology provides unique opportunities for interactive, experiential learning across numerous subjects.
For example, in a science class, students could use an AR app to visualize the 3D structure of a molecule they are studying and interact with it by rotating, resizing, or even building it atom-by-atom. For history lessons, AR can transport students to ancient archaeological sites projected on their desks, where they can explore 3D reconstructions of ruins and artifacts. Google’s Expeditions tool can allow students to take a virtual walkthrough South Africa and learn about its geography or visit the Seven New Wonders of the World.
London's Frameless is the ultimate immersive art experience. With 42 masterpieces in 4 different galleries, it's the largest permanent multi-sensory experience in the UK.pic.twitter.com/13OPRCLH2E
These key points underscore the importance of addressing challenges, enhancing policies, and leveraging AI technologies to create more inclusive opportunities for individuals with disabilities in the labor market.
The Adobe PDF (Portable Document Format) is one of the most popular formats for online documents. Put simply, if you need to download a tax form or review a company brochure, you’ll probably download a PDF to do so.
Unfortunately, many PDFs aren’t accessible for users with disabilities. A 2023 report from the Department of Justice (DOJ) found that only 20% of the government’s most-downloaded PDFs were conformant with federal accessibility standards. Private businesses also struggle to meet basic accessibility requirements.
The good news: If you think about accessibility when authoring your documents, you can provide a better experience for readers. Here’s how to get started.
What if a person with a visual impairment could receive audio assistance reading a map — and detailed instructions on how to navigate their local railway system? Or what if they could use image-to-text technology to quickly discern what’s in their fridge, along with recipe suggestions and a shopping list for their grocery delivery order?
AI-powered tools that do just that are now a reality thanks to Danish startup Be My Eyes, which uses the visual input capability of GPT-4 to create “virtual volunteers” for people who are blind or vision-impaired. It’s just one example of how advancements in AI are transforming the digital accessibility landscape.
What about course videos? Professors can create them (by lecturing into a camera for several hours hopefully in different clothes) from the readings, from their interpretations of the readings, from their own case experiences – from anything they like. But now professors can direct the creation of the videos by talking – actually describing – to a CustomGPTabout what they’d like the video to communicate with their or another image. Wait. What?They can make a video by talking to a CustomGPT and even select the image they want the “actor” to use? Yes. They can also add a British accent and insert some (GenAI-developed) jokes into the videos if they like. All this and much more is now possible. This means that a professor can specify how long the video should be, what sources should be consulted and describe the demeanor the professor wants the video to project.
From DSC: Though I wasn’t crazy about the clickbait type of title here, I still thought that the article was solid and thought-provoking. It contained several good ideas for using AI.
Excerpt from a recent EdSurge Higher Ed newsletter:
There are darker metaphors though — ones that focus on the hazards for humanity of the tech. Some professors worry that AI bots are simply replacing hired essay-writers for many students, doing work for a student that they can then pass off as their own (and doing it for free).
From DSC: Hmmm…the use of essay writers was around long before AI became mainstream within higher education. So we already had a serious problem where students didn’t see the why in what they were being asked to do. Some students still aren’t sold on the why of the work in the first place. The situation seems to involve ethics, yes, but it also seems to say that we haven’t sold students on the benefits of putting in the work. Students seem to be saying I don’t care about this stuff…I just need the degree so I can exit stage left.
My main point: The issue didn’t start with AI…it started long before that.
This financial stagnation is occurring as we face a multitude of escalating challenges. These challenges include but are in no way limited to, chronic absenteeism, widespread student mental health issues, critical staff shortages, rampant classroom behavior issues, a palpable sense of apathy for education in students, and even, I dare say, hatred towards education among parents and policymakers.
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Our current focus is on keeping our heads above water, ensuring our students’ safety and mental well-being, and simply keeping our schools staffed and our doors open.
What is Ed? An easy-to-understand learning platform designed by Los Angeles Unified to increase student achievement. It offers personalized guidance and resources to students and families 24/7 in over 100 languages.
Also relevant/see:
Los Angeles Unified Bets Big on ‘Ed,’ an AI Tool for Students — from by Lauraine Langreo
The Los Angeles Unified School District has launched an AI-powered learning tool that will serve as a “personal assistant” to students and their parents.The tool, named “Ed,” can provide students from the nation’s second-largest district information about their grades, attendance, upcoming tests, and suggested resources to help them improve their academic skills on their own time, Superintendent Alberto Carvalho announced March 20. Students can also use the app to find social-emotional-learning resources, see what’s for lunch, and determine when their bus will arrive.
Could OpenAI’s Sora be a big deal for elementary school kids?— from futureofbeinghuman.com by Andrew Maynard Despite all the challenges it comes with, AI-generated video could unleash the creativity of young children and provide insights into their inner worlds – if it’s developed and used responsibly
Like many others, I’m concerned about the challenges that come with hyper-realistic AI-generated video. From deep fakes and disinformation to blurring the lines between fact and fiction, generative AI video is calling into question what we can trust, and what we cannot.
And yet despite all the issues the technology is raising, it also holds quite incredible potential, including as a learning and development tool — as long as we develop and use it responsibly.
I was reminded of this a few days back while watching the latest videos from OpenAI created by their AI video engine Sora — including the one below generated from the prompt “an elephant made of leaves running in the jungle”
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What struck me while watching this — perhaps more than any of the other videos OpenAI has been posting on its TikTok channel — is the potential Sora has for translating the incredibly creative but often hard to articulate ideas someone may have in their head, into something others can experience.
Can AI Aid the Early Education Workforce? — from edsurge.com by Emily Tate Sullivan During a panel at SXSW EDU 2024, early education leaders discussed the potential of AI to support and empower the adults who help our nation’s youngest children.
While the vast majority of the conversations about AI in education have centered on K-12 and higher education, few have considered the potential of this innovation in early care and education settings.
At the conference, a panel of early education leaders gathered to do just that, in a session exploring the potential of AI to support and empower the adults who help our nation’s youngest children, titled, “ChatECE: How AI Could Aid the Early Educator Workforce.”
Hau shared that K-12 educators are using the technology to improve efficiency in a number of ways, including to draft individualized education programs (IEPs), create templates for communicating with parents and administrators, and in some cases, to support building lesson plans.
Educators are, perhaps rightfully so, cautious about incorporating AI in their classrooms. With thoughtful implementation, however, AI image generators, with their ability to use any language, can provide powerful ways for students to engage with the target language and increase their proficiency.
While AI offers numerous benefits, it’s crucial to remember that it is a tool to empower educators, not replace them. The human connection between teacher and student remains central to fostering creativity, critical thinking, and social-emotional development. The role of teachers will shift towards becoming facilitators, curators, and mentors who guide students through personalized learning journeys. By harnessing the power of AI, educators can create dynamic and effective classrooms that cater to each student’s individual needs. This paves the way for a more engaging and enriching learning experience that empowers students to thrive.
In this article, seven teachers across the world share their insights on AI tools for educators. You will hear a host of varied opinions and perspectives on everything from whether AI could hasten the decline of learning foreign languages to whether AI-generated lesson plans are an infringement on teachers’ rights. A common theme emerged from those we spoke with: just as the internet changed education, AI tools are here to stay, and it is prudent for teachers to adapt.
Even though it’s been more than a year since ChatGPT made a big splash in the K-12 world, many teachers say they are still not receiving any training on using artificial intelligence tools in the classroom.
More than 7 in 10 teachers said they haven’t received any professional development on using AI in the classroom, according to a nationally representative EdWeek Research Center survey of 953 educators, including 553 teachers, conducted between Jan. 31 and March 4.
From DSC: This article mentioned the following resource:
How Early Adopters of Gen AI Are Gaining Efficiencies — from knowledge.wharton.upenn.edu by Prasanna (Sonny) Tambe and Scott A. Snyder; via Ray Schroeder on LinkedIn Enterprises are seeing gains from generative AI in productivity and strategic planning, according to speakers at a recent Wharton conference.
Its unique strengths in translation, summation, and content generation are especially useful in processing unstructured data. Some 80% of all new data in enterprises is unstructured, he noted, citing research firm Gartner. Very little of that unstructured data that resides in places like emails “is used effectively at the point of decision making,” he noted. “[With gen AI], we have a real opportunity” to garner new insights from all the information that resides in emails, team communication platforms like Slack, and agile project management tools like Jira, he said.
Here are 6 YouTube channels I watch to stay up to date with AI. This list will be useful whether you’re a casual AI enthusiast or an experienced programmer.
1. Matt Wolfe: AI for non-coders
This is a fast-growing YouTube channel focused on artificial intelligence for non-coders. On this channel, you’ll find videos about ChatGPT, Midjourney, and any AI tool that it’s gaining popularity.
#3 Photomath
Photomath is a comprehensive math help app that provides step-by-step explanations for a wide range of math problems, from elementary to college level. Photomath is only available as a mobile app. (link)
Features:
Get step-by-step solutions with multiple methods to choose from
Scan any math problem, including word problems, using the app’s camera
Access custom visual aids and extra “how” and “why” tips for deeper understanding
Google researchers have developed a new artificial intelligence system that can generate lifelike videos of people speaking, gesturing and moving — from just a single still photo. The technology, called VLOGGER, relies on advanced machine learning models to synthesize startlingly realistic footage, opening up a range of potential applications while also raising concerns around deepfakes and misinformation.
I’m fascinated by the potential of these tools to augment and enhance our work and creativity. There’s no denying the impressive capabilities we’re already seeing with text generation, image creation, coding assistance, and more. Used thoughtfully, AI can be a powerful productivity multiplier.
At the same time, I have significant concerns about the broader implications of this accelerating technology, especially for education and society at large. We’re traversing new ground at a breakneck pace, and it’s crucial that we don’t blindly embrace AI without considering the potential risks.
My worry is that by automating away too many tasks, even seemingly rote ones like creating slide decks, we risk losing something vital—humanity at the heart of knowledge work.
Nvidia has announced a partnership with Hippocratic AI to introduce AI “agents” aimed at replacing nurses in hospitals. These AI “nurses” come at a significantly low cost compared to human nurses and are purportedly intended to address staffing issues by handling “low-risk,” patient-facing tasks via video calls. However, concerns are raised regarding the ethical implications and effectiveness of replacing human nurses with AI, particularly given the complex nature of medical care.
A glimpse of the future of AI at work:
I got early access to Devin, the “AI developer” – it is slow & breaks often, but you can start to see what an AI agent can do.
It makes a plan and executes it autonomously, doing research, writing code & debugging, without you watching. pic.twitter.com/HHBQQDQZ9q
“Knowing is not enough; we must apply. Willing is not enough; we must do.”
Johann Wolfgang von Goethe
Learning Transfer’s ultimate outcome is behaviour change, so we must understand the conditions that trigger a behaviour to start.
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According to Fogg, three specific elements must converge at the same moment for a specific behaviour to occur. Given that learning transfer is only successful when the learner starts behaving in the desired new ways, Fogg’s work is critical to understanding how to generate these new behaviours. The Fogg Behavioural Model [*1] states that B=MAP. That is, a specific behaviour will occur if at the same moment there is sufficient motivation, sufficient ability and sufficient prompt. If the behaviour does not occur, at least one of these three elements is missing or below the threshold required.
The prompt is, in effect, a call to action to do a specific behaviour. The prompt must be ‘loud’ enough for the target person to perceive it and be consciously aware of it. Once aware of a prompt, the target immediately, and largely unconsciously, assesses their ability to carry out the requested behaviour: how difficult would this be, how long will it take, who can help me, and so on. They base this on their perception of the difficulty of the requested behaviour, and their ability, as they see it, to achieve that behaviour.
Over the past year, many excellent and resourceful books have crossed my desk or Kindle. I’m rounding them up here so you can find a few to expand your horizons. The list below is in alphabetical order by title.
Each book is unique, yet as a collection, they reflect some common themes and trends in Learning and Development: a focus on empathy and emotion, adopting best practices from other fields, using data for greater impact, aligning projects with organizational goals, and developing consultative skills. The authors listed here are optimistic and forward-thinking—they believe change is possible. I hope you enjoy the books.
These librarians, entrepreneurs, lawyers and technologists built the world where artificial intelligence threatens to upend life and law as we know it – and are now at the forefront of the battles raging within.
… To create this first-of-its-kind guide, we cast a wide net with dozens of leaders in this area, took submissions, consulted with some of the most esteemed gurus in legal tech. We also researched the cases most likely to have the biggest impact on AI, unearthing the dozen or so top trial lawyers tapped to lead the battles. Many of them bring copyright or IP backgrounds and more than a few are Bay Area based. Those denoted with an asterisk are members of our Hall of Fame. .
descrybe.ai, a year-old legal research startup focused on using artificial intelligence to provide free and easy access to court opinions, has completed its goal of creating AI-generated summaries of all available state supreme and appellate court opinions from throughout the United States.
descrybe.ai describes its mission as democratizing access to legal information and leveling the playing field in legal research, particularly for smaller-firm lawyers, journalists, and members of the public.
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