mathematics

“The AI Tools in Education Database” + other items re: AI in our learning ecosystems

On 04/23/2024, in adjunct faculty, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, assessment, colleges, communications, community colleges, content development, aggregation, repositories, education, education reform, education technology, emerging technologies, engagement / engaging students, experimentation, face-to-face, faculty, higher education, human-computer interaction (HCI), innovation, instructional design, intelligent systems, intelligent tutoring, K-12 related, learner profiles, learning, learning ecosystem, Learning Experience Design, lifelong learning, mathematics, more voice more choice more control, motivation, pedagogy, project-based learning, reinvent, skills, student-related, teachers, tools, United States, universities, vendors, youth, by Daniel Christian

The AI Tools in Education Database — from aitoolsdirectory.notion.site; via George Siemens

Since AI in education has been moving at the speed of light, we built this AI Tools in Education database to keep track of the most recent AI tools in education and the changes that are happening every day. This database is intended to be a community resource for educators, researchers, students, and other edtech specialists looking to stay up to date. This is a living document, so be sure to come back for regular updates.

Another Workshop for Faculty and Staff — from aiedusimplified.substack.com by Lance Eaton
A recent workshop with some adjustments.

The day started out with a short talk about AI (slides). Some of it is my usual schtick where I do a bit of Q&A with folks around myths and misunderstandings of generative AI in order to establish some common ground. These are often useful both in setting the tone and giving folks a sense of how I come to explore generative AI: with a mixture of humor, concern, curiosity, and of course, cat pics.

From there, we launched into a series of mini-workshops where folks had time to first play around with some previously created prompts around teaching and learning before moving onto prompts for administrative work. The prompts and other support materials are in this Workshop Resource Document. The goal was to just get them into using one or more AI tools with some useful prompts so they can learn more about its capabilities.

The Edtech Insiders Rundown of ASU+GSV 2024 — from edtechinsiders.substack.com by by Sarah Morin, Alex Sarlin, and Ben Kornell
And more on Edtech Insiders+, upcoming events, Gauth, AI Reading Tutors, The Artificial Intelligence Interdisciplinary Institute, and TeachAI Policy Resources

Alex Sarlin

4. Everyone is Edtech Now
This year, in addition to investors, entrepreneurs, educators, school leaders, university admins, non-profits, publishers, and operators from countless edtech startups and incumbents, there were some serious big tech companies in attendance like Meta, Google, OpenAI, Microsoft, Amazon, Tiktok, and Canva. Additionally, a horde of management consultancies, workforce organizations, mental health orgs, and filmmakers were in attendance.

Edtech continues to expand as an industry category and everyone is getting involved.

Ep 18 | Rethinking Education, Lessons to Unlearn, Become a Generalist, & More — Ana Lorena Fábrega — from mishadavinci.substack.com by Misha da Vinci

It was such a delight to chat with Ana. She’s brilliant and passionate, a talented educator, and an advocate for better ways of learning for children and adults. We cover ways to transform schools so that students get real-world skills, learn resilience and how to embrace challenges, and are prepared for an unpredictable future. And we go hard on why we must keep learning no matter our age, become generalists, and leverage technology in order to adapt to the fast-changing world.

Misha also featured an item re: the future of schooling and it contained this graphic:

Texas is replacing thousands of human exam graders with AI — from theverge.com by Jess Weatherbed

The Texas Tribune reports an “automated scoring engine” that utilizes natural language processing — the technology that enables chatbots like OpenAI’s ChatGPT to understand and communicate with users — is being rolled out by the Texas Education Agency (TEA) to grade open-ended questions on the State of Texas Assessments of Academic Readiness (STAAR) exams. The agency is expecting the system to save $15–20 million per year by reducing the need for temporary human scorers, with plans to hire under 2,000 graders this year compared to the 6,000 required in 2023.

Debating About AI: An Easy Path to AI Awareness and Basic Literacy — from stefanbauschard.substack.com by Stefan Bauschard
If you are an organization committed to AI literacy, consider sponsoring some debate topics and/or debates next year and expose thousands of students to AI literacy.

Resolved: Teachers should integrate generative AI in their teaching and learning.

The topic is simple but raises an issue that students can connect with.

While helping my students prepare and judging debates, I saw students demonstrate an understanding of many key issues and controversies.

These included—

*AI writing assessment/grading
*Bias
*Bullying
*Cognitive load
*Costs of AI systems
*Declining test scores
*Deep fakes
*Differentiation
*Energy consumption
*Hallucinations
*Human-to-human connection
*Inequality and inequity in access
*Neurodiversity
*Personalized learning
*Privacy
*Regulation (lack thereof)
*The future of work and unemployment
*Saving teachers time
*Soft skills
*Standardized testing
*Student engagement
*Teacher awareness and AI training; training resource trade-offs
*Teacher crowd-out
*Transparency and explainability
*Writing detectors (students had an exaggerated sense of the workability of these tools).

“NVIDIA just released FREE online courses in AI.” [Mishra] + other items re: AI in general

On 03/26/2024, in 24x7x365 access, 3D, A/V -- audio/visual, animation, art, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, content development, aggregation, repositories, creativity, digital photography, digital video, emerging technologies, experimentation, face-to-face, Google, health, homeschooling/homeschoolers, instructional design, K-12 related, learning, learning ecosystem, mathematics, media/film, mobile technologies, multimedia, NVIDIA, online learning, online media, photography, platforms, productivity / tips and tricks, the downsides of how people use tech, tools, trends, United States, vendors, by Daniel Christian

NVIDIA just released FREE online courses in AI.

Here are 9 courses you can’t afford to miss: pic.twitter.com/4vkwX6SU07

— Shruti Mishra (@heyshrutimishra) March 22, 2024

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.

6 YouTube Channels to Stay Up to Date with AI — from heaigirl.substack.com by Diana Dovgopol
Here are some cool AI YouTube channels.

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.

Top AI mobile apps, Stable Video 3D, & my AI film workflow — from by Heather Cooper
Plus 1-Click 3D animation and other cool AI tools

#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 unveil ‘VLOGGER’, an AI that can bring still photos to life — from venturebeat.com by Michael Nuñez

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.

Google just dropped VLOGGER and it’s insane

This is ChatGPT for Image to Talking Video

Here are 7 Powerful AI features you can’t afford to miss out pic.twitter.com/84gcWbQ4cG

— Poonam Soni (@CodeByPoonam) March 20, 2024

What We Risk By Automating Tasks We Loathe — from marcwatkins.substack.com by Marc Watkins

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 Introduce AI Nurses — from wireprompt.substack.com | Weekkly AI Report from WirePrompt

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

— Ethan Mollick (@emollick) March 15, 2024

16 Changes to the Way Enterprises Are Building and Buying Generative AI — from a16z.com by Sarah Wang and Shangda Xu

TABLE OF CONTENTS

Resourcing: budgets are growing dramatically and here to stay
Models: enterprises are trending toward a multi-model, open source world
Use cases: more migrating to production
Size of total opportunity: massive and growing quickly

“OpenAI announces first partnership with a university” [Field] + other items re: AI in our Learning Ecosystems

On 01/19/2024, in adult learning, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, bots, business, collaboration, colleges, community colleges, corporate / business world, curriculum, digital learning, education technology, emerging technologies, experimentation, future, future of higher education, game-changing environment, Google, higher education, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, leadership, learning agents, learning ecosystem, mathematics, Open AI, personalized/customized learning, platforms, productivity / tips and tricks, strategy, teaching & learning, tools, training / L&D, trends, United States, universities, using teams, vendors, web-based collaboration, workplace, by Daniel Christian

OpenAI announces first partnership with a university — from cnbc.com by Hayden Field

Key Points:

OpenAI on Thursday announced its first partnership with a higher education institution.
Starting in February, Arizona State University will have full access to ChatGPT Enterprise and plans to use it for coursework, tutoring, research and more.
The partnership has been in the works for at least six months.
ASU plans to build a personalized AI tutor for students, allow students to create AI avatars for study help and broaden the university’s prompt engineering course.

A new collaboration with OpenAI charts the future of AI in higher education — from news.asu.edu

The collaboration between ASU and OpenAI brings the advanced capabilities of ChatGPT Enterprise into higher education, setting a new precedent for how universities enhance learning, creativity and student outcomes.

“ASU recognizes that augmented and artificial intelligence systems are here to stay, and we are optimistic about their ability to become incredible tools that help students to learn, learn more quickly and understand subjects more thoroughly,” ASU President Michael M. Crow said. “Our collaboration with OpenAI reflects our philosophy and our commitment to participating directly to the responsible evolution of AI learning technologies.”

AI <> Academia — from drphilippahardman.substack.com by Dr. Philippa Hardman
What might emerge from ASU’s pioneering partnership with OpenAI?

Phil’s Wish List #2: Smart Curriculum Development
ChatGPT assists in creating and updating course curricula, based on both student data and emerging domain and pedagogical research on the topic.

Output: using AI it will be possible to review course content and make data-informed automate recommendations based on latest pedagogical and domain-specific research

Potential Impact: increased dynamism and relevance in course content and reduced administrative lift for academics.

A full list of AI ideas from AI-for-Education.org

You can filter by category, by ‘What does it do?’, by AI tool or search for keywords.

Navigating the new normal: Adapting in the age of AI and hybrid work models — from chieflearningofficer.com by Dr. Kylie Ensrud

Unlike traditional leadership, adaptable leadership is not bound by rigid rules and protocols. Instead, it thrives on flexibility. Adaptable leaders are willing to experiment, make course corrections, and pivot when necessary. Adaptable leadership is about flexibility, resilience and a willingness to embrace change. It embodies several key principles that redefine the role of leaders in organizations:

Embracing uncertainty

Adaptable leaders understand that uncertainty is the new norm. They do not shy away from ambiguity but instead, see it as an opportunity for growth and innovation. They encourage a culture of experimentation and learning from failure.

Empowering teams

Instead of dictating every move, adaptable leaders empower their teams to take ownership of their work. They foster an environment of trust and collaboration, enabling individuals to contribute their unique perspectives and skills.

Continuous learning

Adaptable leaders are lifelong learners. They are constantly seeking new knowledge, stay informed about industry trends and encourage their teams to do the same. They understand that knowledge is a dynamic asset that must be constantly updated.

Major AI in Education Related Developments this week — from stefanbauschard.substack.com by Stefan Bauschard
ASU integrates with ChatGPT, K-12 AI integrations, Agents & the Rabbit, Uruguay, Meta and AGI, Rethinking curriculum

“The greatest risk is leaving school curriculum unchanged when the entire world is changing.”
Hadi Partovi, founder Code.org, Angel investor in Facebook, DropBox, AirBnb, Uber

Tutorbots in college. On a more limited scale, Georgia State University, Morgan State University, and the University of Central Florida are piloting a project using chatbots to support students in foundational math and English courses.

Pioneering AI-Driven Instructional Design in Small College Settings — from campustechnology.com by Gopu Kiron
For institutions that lack the budget or staff expertise to utilize instructional design principles in online course development, generative AI may offer a way forward.

Unfortunately, smaller colleges — arguably the institutions whose students are likely to benefit the most from ID enhancements — frequently find themselves excluded from authentically engaging in the ID arena due to tight budgets, limited faculty online course design expertise, and the lack of ID-specific staff roles. Despite this, recent developments in generative AI may offer these institutions a low-cost, tactical avenue to compete with more established players.

Google’s new AI solves math olympiad problems — from bensbites.beehiiv.com

There’s a new AI from Google DeepMind called AlphaGeometry that totally nails solving super hard geometry problems. We’re talking problems so tough only math geniuses who compete in the International Mathematical Olympiad can figure them out.

Evidence Is Mounting That Calculus Should Be Changed. Will Instructors Heed It? [Mollenkamp]

On 09/29/2023, in active learning, colleges, community colleges, higher education, instructional design, K-12 related, mathematics, research, teachers, teaching & learning, United States, universities, by Daniel Christian

Evidence Is Mounting That Calculus Should Be Changed. Will Instructors Heed It? — from edsurge.com by Daniel Mollenkamp

Calculus is a critical on-ramp to careers in science, technology, engineering and mathematics (STEM). But getting to those careers means surviving the academic journey.

While there’s been progress of late, it’s been “uneven” and Black, Hispanic and women workers are still underrepresented in some STEM fields. Traditional methods of calculus instruction may be knocking students off the path to these vital occupations, which is why advocates warn that getting diverse students into these careers may require instructional models more responsive to students. Meanwhile, the country is struggling to fill vacancies in related fields like semiconductor manufacturing, despite sizable investments — a feat that may require stabilizing the pipeline.

Good news: There’s mounting evidence that changing calculus instruction works for the groups usually pushed out of STEM. At least, that’s according to a randomized study recently published in the peer-reviewed journal Science.

AI 101 for Teachers [Code,ISTE,Khan Academy,ETS,ISTE]; What value do you offer? [Fitzpatrick] + 14 other items re: AI in our learning ecosystems

On 08/15/2023, in 21st century, 24x7x365 access, adjunct faculty, Asia, assessment, colleges, community colleges, content development, aggregation, repositories, corporate universities / corporate training, digital learning, disruption, education, education technology, emerging technologies, experimentation, faculty, future, future of higher education, game-changing environment, generational differences, global / globalization, higher education, human-computer interaction (HCI), ideas, India, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, law schools, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, legislatures / government / legal, lifelong learning, mathematics, personalized/customized learning, platforms, policy, productivity / tips and tricks, professional development, science, teachers, teaching & learning, UK, United States, by Daniel Christian

What value do you offer? — from linkedin.com by Dan Fitzpatrick — The AI Educator

Excerpt (emphasis DSC):

So, as educators, mentors, and guides to our future generations, we must ask ourselves three pivotal questions:

What value do we offer to our students?
What value will they need to offer to the world?
How are we preparing them to offer that value?

The answers to these questions are crucial, and they will redefine the trajectory of our education system.

We need to create an environment that encourages curiosity, embraces failure as a learning opportunity, and celebrates diversity. We need to teach our students how to learn, how to ask the right questions, and how to think for themselves.

5 Little-Known ChatGPT Prompts to Learn Anything Faster — from medium.com by Eva Keiffenheim
Including templates, you can copy.

Leveraging ChatGPT for learning is the most meaningful skill this year for lifelong learners. But it’s too hard to find resources to master it.

As a learning science nerd, I’ve explored hundreds of prompts over the past months. Most of the advice doesn’t go beyond text summaries and multiple-choice testing.

That’s why I’ve created this article — it merges learning science with prompt writing to help you learn anything faster.

Midjourney AI Art for Teachers (for any kind of teacher, not just Art Teachers) — from The AI Educator on YouTube by Dan Fitzpatrick

From DSC:
This is a very nice, clearly illustrated, free video to get started with the Midjourney (text-to-image) app. Nice work Dan!

Also see Dan’s
AI Generated Immersive Learning Series

What is Academic Integrity in the Era of Generative Artificial intelligence? — from silverliningforlearning.org by Chris Dede

In the new-normal of generative AI, how does one articulate the value of academic integrity? This blog presents my current response in about 2,500 words; a complete answer could fill a sizable book.

Massive amounts of misinformation are disseminated about generative AI, so the first part of my discussion clarifies what large language models (Chat-GPT and its counterparts) can currently do and what they cannot accomplish at this point in time. The second part describes ways in which generative AI can be misused as a means of learning; unfortunately, many people are now advocating for these mistaken applications to education. The third part describes ways in which large language models (LLM), used well, may substantially improve learning and education. I close with a plea for a robust, informed public discussion about these topics and issues.

Dr. Chris Dede and the Necessity of Training Students and Faculty to Improve Their Human Judgment and Work Properly with AIs — from stefanbauschard.substack.com by Stefan Bauschard
We need to stop using test-driven curriculums that train students to listen and to compete against machines, a competition they cannot win. Instead, we need to help them augment their Judgment.

The Creative Ways Teachers Are Using ChatGPT in the Classroom — from time.com by Olivia B. Waxman

Many of the more than a dozen teachers TIME interviewed for this story argue that the way to get kids to care is to proactively use ChatGPT in the classroom.
…
Some of those creative ideas are already in effect at Peninsula High School in Gig Harbor, about an hour from Seattle. In Erin Rossing’s precalculus class, a student got ChatGPT to generate a rap about vectors and trigonometry in the style of Kanye West, while geometry students used the program to write mathematical proofs in the style of raps, which they performed in a classroom competition. In Kara Beloate’s English-Language Arts class, she allowed students reading Shakespeare’s Othello to use ChatGPT to translate lines into modern English to help them understand the text, so that they could spend class time discussing the plot and themes.

AI in Higher Education: Aiding Students’ Academic Journey — from td.org by J. Chris Brown

Topics/sections include:

Automatic Grading and Assessment
AI-Assisted Student Support Services
Intelligent Tutoring Systems
AI Can Help Both Students and Teachers

Shockwaves & Innovations: How Nations Worldwide Are Dealing with AI in Education — from the74million.org by Robin Lake
Lake: Other countries are quickly adopting artificial intelligence in schools. Lessons from Singapore, South Korea, India, China, Finland and Japan.

I found that other developed countries share concerns about students cheating but are moving quickly to use AI to personalize education, enhance language lessons and help teachers with mundane tasks, such as grading. Some of these countries are in the early stages of training teachers to use AI and developing curriculum standards for what students should know and be able to do with the technology.

Several countries began positioning themselves several years ago to invest in AI in education in order to compete in the fourth industrial revolution.

AI in Education — from educationnext.org by John Bailey
The leap into a new era of machine intelligence carries risks and challenges, but also plenty of promise

In the realm of education, this technology will influence how students learn, how teachers work, and ultimately how we structure our education system. Some educators and leaders look forward to these changes with great enthusiasm. Sal Kahn, founder of Khan Academy, went so far as to say in a TED talk that AI has the potential to effect “probably the biggest positive transformation that education has ever seen.” But others warn that AI will enable the spread of misinformation, facilitate cheating in school and college, kill whatever vestiges of individual privacy remain, and cause massive job loss. The challenge is to harness the positive potential while avoiding or mitigating the harm.

Generative AI and education futures — from ucl.ac.uk
Video highlights from Professor Mike Sharples’ keynote address at the 2023 UCL Education Conference, which explored opportunities to prosper with AI as a part of education.

Bringing AI Literacy to High Schools — from by Nikki Goth Itoi
Stanford education researchers collaborated with teachers to develop classroom-ready AI resources for high school instructors across subject areas.

To address these two imperatives, all high schools need access to basic AI tools and training. Yet the reality is that many underserved schools in low-income areas lack the bandwidth, skills, and confidence to guide their students through an AI-powered world. And if the pattern continues, AI will only worsen existing inequities. With this concern top of mind plus initial funding from the McCoy Ethics Center, Lee began recruiting some graduate students and high school teachers to explore how to give more people equal footing in the AI space.

Strengthening Elementary Reading Instruction [National Council on Teacher Quality]

On 07/07/2023, in dangers of the status quo, homeschooling/homeschoolers, instructional design, K-12 related, Learning Experience Design, mathematics, pedagogy, reading, student teaching/teacher education, student-related, teachers, teaching & learning, youth, by Daniel Christian

Strengthening Elementary Reading Instruction — from nctq.org

Excerpt:

The status quo is far from inevitable. In fact, we know the solution to this reading crisis, but we are not using the solution at scale. More than 50 years of research compiled by the National Institutes of Health, and continued through further research, provides a clear picture of how skilled reading develops and of effective literacy instruction. These strategies and methods—collectively called scientifically based reading instruction, which is grounded in the science of reading—could dramatically reduce the rate of reading failure. Past estimates have found that while 3 in 10 children struggle to read (and that rate has grown higher since the pandemic), research indicates that more than 90% of all students could learn to read if they had access to teachers who employed scientifically based reading instruction.

Also relevant/see:

The Education Exchange: Why Can’t Johnny Read? Because Only a Quarter of Teacher-Prep Programs Are Teaching Reading Instruction Well — from educationnext.org by Heather Peske & Paul E. Peterson
New review of almost 700 elementary-ed teacher preparation programs finds many courses don’t align with “science of reading”

Though not related to reading, here are some potentially-valuable resource re: mathematics for homeschoolers:

6 Best Homeschool Math Curriculum — from educatorstechnology.com

Pioneering Advanced Math from Behind Bars [Tillinghast-Raby]

On 06/28/2023, in mathematics, platforms, reinvent, society, sociology, by Daniel Christian

Pioneering Advanced Math from Behind Bars Math research gives meaning to years spent in prison — from scientificamerican.com by Amory Tillinghast-Raby

Excerpt:

Now a nonprofit co-founded by Havens has invented a computational programming platform built around one of the few technologies that people in prison do have access to: highly restricted, text-only e-mail. And as this facility begins to offer new opportunities, more and more incarcerated people are working on advanced mathematics to give meaning to their years behind bars.

“ChatGPT Prompts for Learner Motivation” [Hardman] + other AI/T&L items

On 06/02/2023, in colleges, community colleges, higher education, instructional design, mathematics, motivation, teachers, teaching & learning, universities, by Daniel Christian

ChatGPT Prompts for Learner Motivation — from drphilippahardman.substack.com by Dr. Philippa Hardman
Three mega-prompts to motivate your learners like a pro

So, what can we – as educators and creators of ed-tech – do to build our learners’ intrinsic motivation and, in the process, drive both inclusion and achievement?

To help answer this question, I’ve put together a short guide. The guide includes:

A whistle-stop tour of the science of intrinsic motivation.
Three ChatGPT mega-prompts so you can apply the theory to the way you design learning experiences (and, perhaps, ed-tech products) and optimise for intrinsic motivation today.

How will Artificial Intelligence change higher education? — from chronicle.com by various
ChatGPT is just the beginning. 12 scholars and administrators explain.

Even discounting for hyperbole, the release of ChatGPT suggests that we’re at the dawn of an era marked by rapid advances in artificial intelligence, with far-reaching consequences for nearly every facet of society, including higher education. From admissions to assessment, academic integrity to scholarly research, university operations to disappearing jobs, here’s how 12 professors, administrators, and writers answer the question: How will AI change higher education?

Improving mathematical reasoning with process supervision — from openai.com

Excerpt:

We’ve trained a model to achieve a new state-of-the-art in mathematical problem solving by rewarding each correct step of reasoning (“process supervision”) instead of simply rewarding the correct final answer (“outcome supervision”). In addition to boosting performance relative to outcome supervision, process supervision also has an important alignment benefit: it directly trains the model to produce a chain-of-thought that is endorsed by humans.

Webinars from Tom Barrett regarding AI for Education — a free webinar series

Webinar 6 replay
- Miriam Scott – Head of Digital Education at Hillbrook Anglican School, Brisbane, Queensland, Australia.
- Laura Bain – Head of Emerging Technologies and Innovation, Matthew Flinders Anglican College, Sunshine Coast, Queensland, Australia.
- Nicole Dyson – Founder & CEO, Future Anything, Brisbane, Queensland, Australia.
Webinar 5 replay
- In the fifth free webinar on AI for Education, I am joined by Dean Pearman, Head of Education at Beaconhills College and Tom Oliphant, Head of Technology and Enterprise at St John’s Grammar School. We explore questions about creativity, design and the new skills that are emerging. Join us to invest in your AI Literacy. Expand your toolset, broaden your understanding, and challenge your thinking.
Webinar 4 replay
- You are watching the fourth free webinar, a dialogue about AI for education with Sophie Fenton, Steve Brophy and hosted by Tom Barrett Building Blocks – key AI concepts to learn. Practical frameworks for navigating the challenges of AI for education. Be part of a dialogue on provocations about AI and human centred education, truth and identity.
Webinar 3 replay – Claire Amos and Philly Wintle
Webinar 2 replay – Gemma Rainger and Dr Nick Jackson
Webinar 1 replay – Chantelle Love, Pip Cleaves and Steve Brophy

Using ChatGPT in Math Lesson Planning — from edutopia.org by Kristen Moore
Artificial intelligence tools are useful beyond language arts classes. Math teachers can use them to save time and create interesting lessons.

Democratic Inputs to AI — from openai.com
Our nonprofit organization, OpenAI, Inc., is launching a program to award ten $100,000 grants to fund experiments in setting up a democratic process for deciding what rules AI systems should follow, within the bounds defined by the law.

AI Canon — from a16z.com (Andreessen Horowitz) by Derrick Harris, Matt Bornstein, and Guido Appenzeller; via The Neuron newsletter

Excerpts:

Research in artificial intelligence is increasing at an exponential rate. It’s difficult for AI experts to keep up with everything new being published, and even harder for beginners to know where to start. So, in this post, we’re sharing a curated list of resources we’ve relied on to get smarter about modern AI. We call it the “AI Canon” because these papers, blog posts, courses, and guides have had an outsized impact on the field over the past several years.

Table of contents

A gentle introduction
Foundational learning
Tech deep dive
Practical guides to building with LLMs
Market analysis
Landmark research results

Generative AI hits Adobe Photoshop!

Red Sox Turn Fenway Park into “Learning Lab” for Boston 6th Graders — from by Ira Stoll
“The key to unlock opportunity is education and hard work,” students are told at launch event

Students from the 6th grade at Nathan Hale School complete a “bingo challenge” as part of the Red Sox Hall of Fame stop on their guided tour of the Fenway Park Learning Lab.

Excerpt:

The six-stop tour has students learning history, geography, math, and science. Student visitors get baseball caps, t-shirts, and a backpack full of other souvenir items like baseball cards, binoculars, a calculator, and a pen. The most important piece of equipment may be a 40-page, seriously substantive workbook, developed with the Boston Public Schools, that students work their way through along the hourlong guided tour.

From DSC:
Very interesting.

Meet MathGPT: a Chatbot Tutor Built Specific to a Math Textbook — from thejournal.com by Kristal Kuykendall

Excerpt:

Micro-tutoring platform PhotoStudy has unveiled a new chatbot built on OpenAI’s ChatGPT APIs that can teach a complete elementary algebra textbook with “extremely high accuracy,” the company said.

“Textbook publishers and teachers can now transform their textbooks and teaching with a ChatGPT-like assistant that can teach all the material in a textbook, assess student progress, provide personalized help in weaker areas, generate quizzes with support for text, images, audio, and ultimately a student customized avatar for video interaction,” PhotoStudy said in its news release.

Some sample questions the MathGPT tool can answer:

- “I don’t know how to solve a linear equation…”
- “I have no idea what’s going on in class but we are doing Chapter 2. Can we start at the top?”
- “Can you help me understand how to solve this mixture of coins problem?”
- “I need to practice for my midterm tomorrow, through Chapter 6. Help.”

From DSC:
A few items re: ChatGPT — with some items pro-chat and other items against the use of ChatGPT (or at least to limit its use).

How About We Put Learning at the Center? — from insidehighered.com by John Warner
The ongoing freak-out about ChatGPT sent me back to considering the fundamentals.

Excerpt:

So, when people express concern that students will use ChatGPT to complete their assignments, I understand the concern, but what I don’t understand is why this concern is so often channeled into discussions about how to police student behavior, rather than using this as an opportunity to exam the kind of work we actually ask students (and faculty) to do around learning.

If ChatGPT can do the things we ask students to do in order to demonstrate learning, it seems possible to me that those things should’ve been questioned a long time ago. It’s why I continue to believe this technology is an opportunity for reinvention, precisely because it is a threat to the status quo.

Top AI conference bans use of ChatGPT and AI language tools to write academic papers — from theverge.com by James Vincent; with thanks to Anna Mills for this resource
AI tools can be used to ‘edit’ and ‘polish’ authors’ work, say the conference organizers, but text ‘produced entirely’ by AI is not allowed. This raises the question: where do you draw the line between editing and writing?

Excerpt:

The International Conference on Machine Learning (ICML) announced the policy earlier this week, stating, “Papers that include text generated from a large-scale language model (LLM) such as ChatGPT are prohibited unless the produced text is presented as a part of the paper’s experimental analysis.” The news sparked widespread discussion on social media, with AI academics and researchers both defending and criticizing the policy. The conference’s organizers responded by publishing a longer statement explaining their thinking. (The ICML responded to requests from The Verge for comment by directing us to this same statement.)

I am protective of my organic writing process, but when it’s time to edit, ChatGPT sometimes helps me notice which sentences aren’t quite put together as they should be. When I ask it why it suggested a revision, it sometimes describes a word choice nuance I hadn’t thought of.

— Anna Mills, amills@mastodon.oeru.org, she/her (@EnglishOER) January 5, 2023

How to… use AI to teach some of the hardest skills — from oneusefulthing.substack.com by Ethan Mollick
When errors, inaccuracies, and inconsistencies are actually very useful

Excerpt:

Instead, I want to discuss the opportunity provided by AI, because it can help us teach in new ways. The very things that make AI scary for educators — its tedency to make up facts, its lack of nuance, and its ability to make excellent student essays — can be used to make education better.

This isn’t for some future theoretical version of AI. You can create assignments, right now, using ChatGPT, that we will help stretch students in knew ways. We wrote a paper with the instructions. You can read it here, but I also want to summarize our suggestions. These are obviously not the only ways to use AI to educate, but they solve some of the hardest problems in education, and you can start experimenting with them right now.

NYC education department blocks ChatGPT on school devices, networks — from ny.chalkbeat.org by Michael Elsen-Rooney

Excerpt:

New York City students and teachers can no longer access ChatGPT — the new artificial intelligence-powered chatbot that generates stunningly cogent and lifelike writing — on education department devices or internet networks, agency officials confirmed Tuesday.

Teachers v ChatGPT: Schools face new challenge in fight against plagiarism — from straitstimes.com by Osmond Chia; with thanks to Stephen Downes for this resource

Excerpt:

SINGAPORE – Teachers in Singapore say they will likely have to move from assignments requiring regurgitation to those that require greater critical thinking, to stay ahead in the fight against plagiarism.

This comes on the back of the rise of ChatGPT, an intelligent chatbot that is able to spin essays and solve mathematical equations in seconds.

ChatGPT Is Not Ready to Teach Geometry (Yet) — from educationnext.org by Paul T. von Hippel
The viral chatbot is often wrong, but never in doubt. Educators need to tread carefully.

Excerpt:

Can ChatGPT provide feedback and answer questions about math in a more tailored and natural way? The answer, for the time being, is no. Although ChatGPT can talk about math superficially, it doesn’t “understand” math with real depth. It cannot correct mathematical misconceptions, it often introduces misconceptions of its own; and it sometimes makes inexplicable mathematical errors that a basic spreadsheet or hand calculator wouldn’t make.

Here, I’ll show you.

Addendum on 1/9/23:

9 ways ChatGPT saves me hours of work every day, and why you’ll never outcompete those who use AI effectively. — from .linkedin.com by Santiago Valdarrama

A list for those who write code:

1. Explaining code…
Improve existing code…
Rewriting code using the correct style…
Rewriting code using idiomatic constructs…
Simplifying code…
Writing test cases…
Exploring alternatives…
Writing documentation…
Tracking down bugs…

Inspiring Goals: Educators Share Their Vision for the Classroom in 2023 — from blog.edmentum.com

Excerpt:

We asked educators on Facebook and Twitter to share with us what their goals for the classroom are for 2023. Here are a few of our favorite responses that we think will inspire you as you set your own goals for 2023:

MAKING THE BENEFITS OF PRE-K EDUCATION LAST — from thetechedvocate.org by Matthew Lynch

Excerpt:

Pre-K education has come to the forefront recently. Earlier, a kid’s first five years of education were essentially the family’s responsibility. However, research has revealed that these first five years establish the foundation for their further development.
…
It’s worth investing your time and effort in early education programs as they offer several benefits. Pre-K learning gets the children ready for academic success and empowers them for adulthood. Children who have attended early education programs are more likely to pursue higher education and receive higher salaries when they join the workforce, thus securing a better life for themselves.

9 Tech-Friendly Hobby Ideas for High School Students That Will Help Their Career Prospects — from emergingedtech.com by Lucy Manole

Excerpt:

Hobbies and interests are great additions to your resume. They provide potential employers with a fair idea about your personality and help them understand whether you’re the right fit for the position you are applying for.

Hobbies increase your chances of employability by demonstrating your passion and dedication. They help you become more adaptable and reduce stress thereby influencing your performance at school.

Finding a new hobby can be challenging as there are so many hobbies to choose from. A hobby is something that keeps you engaged and happy in your free time. Hence, you must choose a hobby that helps you relax your mind while, ideally, complementing your existing skills. This will give you a competitive edge over others when searching for a new job.

Here’s a list of top hobbies that will boost your resume and make you more employable.

9 Hobby Ideas You Can Add to Your Resume
#1. Blogging

The School That Calls the Police on Students Every Other Day — from propublica.org by Jennifer Smith Richards, Chicago Tribune, and Jodi S. Cohen, ProPublica

Excerpt:

On the last street before leaving Jacksonville, there’s a dark brick one-story building that the locals know as the school for “bad” kids. It’s actually a tiny public school for children with disabilities. It sits across the street from farmland and is 2 miles from the Illinois city’s police department, which makes for a short trip when the school calls 911.

Administrators at the Garrison School call the police to report student misbehavior every other school day, on average. And because staff members regularly press charges against the children — some as young as 9 — officers have arrested students more than 100 times in the last five school years, an investigation by the Chicago Tribune and ProPublica found. That is an astounding number given that Garrison, the only school that is part of the Four Rivers Special Education District, has fewer than 65 students in most years.

This year, the Tribune and ProPublica have been exposing the consequences for students when their schools use police as disciplinarians. The investigation “The Price Kids Pay” uncovered the practice of Illinois schools working with local law enforcement to ticket students for minor misbehavior. Reporters documented nearly 12,000 tickets in dozens of school districts, and state officials moved quickly to denounce the practice.

Best YouTube Math Channels — from educatorstechnology.com by Med Kharbach, PhD

Excerpt:

The list below features some of the best Math YouTube channels to help your students and kids learn math in engaging ways. I was so picky in my selection and I handpicked only those math channels that I believe would provide real educational value to students.

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There’s not a lot of research on dysgraphia yet—but here are a few signs to look out for, plus some strategies to help affected kids express themselves. pic.twitter.com/rlb9p9D8Yu

— edutopia (@edutopia) December 17, 2022

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How Inflation Is Squeezing Early Childhood Educators — from edsurge.com by Emily Tate Sullivan
Rationing heat, taking on extra jobs, dipping into savings, raising wages for staff — child care providers are using a mishmash of methods to manage rising prices and keep their doors open.

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

Excerpt:

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

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

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

Not The Science Type highlights four brilliant minds, showcasing women who break down boundaries within their fields – biology, engineering and science and technology-based applications.
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While each woman has taken a different path to pursue scientific excellence, they are bound by the common experience of feeling excluded, or “not the type” in traditionally homogenous fields.

“The HundrED Global Collection 2023” + 7 other items re: the K-12 learning ecosystem

On 10/26/2022, in 21st century, Africa, architecture, art, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, Asia, assessment, Australia, blended learning, Canada, collaboration, communications, communities of practice, creativity, design, Design Thinking, digital audio, digital storytelling, digital video, drama/theater, education, education technology, educational games / serious games, engagement / engaging students, entrepreneurship, ethics, Europe, experimentation, global / globalization, health, India, innovation, K-12 related, languages and translation, leadership, learning ecosystem, marketing/social marketing, mathematics, morals/values, more voice more choice more control, multimedia, music, online learning, personalized/customized learning, platforms, productivity / tips and tricks, professional development, programming, project-based learning, reading, real-world assignments, robotics, social media, society, storytelling, strategy, student-related, teachers, tools, UK, United States, vendors, by Daniel Christian

HundrED Global Collection 2023 — from hundred.org
Meet the 100 most impactful innovations that are changing the face of education in a post-COVID world.

Excerpt:

The year 2022 has been a year to look to the future, as the global education conversation moves again toward themes of education transformation and the futures of education. The 100 innovations selected for this year’s global collection are impacting the lives of over 95 million students worldwide. The collection highlights the important role of teachers in education innovation; the continued need for students to develop 21st century skills, including social and emotional learning; an increasing focus on student wellbeing and mental health; and equity in education.

For more information, download the full Global Collection 2023 report.
You can also browse the innovation pages of the selected innovators here.
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From DSC:
Here’s an excerpt of the email I received today from EducationHQ out of Australia — though I think it applies here in the United States as well:

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Amplify and value teachers’ voice in education policymaking: researchers — from educationhq.com
Amplify and value teachers’ voice in education policymaking: researchers

Excerpt:

Monash University’s Teachers’ Perceptions of their Work Survey has revealed teachers’ waning satisfaction in their role and highlighted their…

Also from educationhq.com

Teachers changed my life: Trauma-informed education shows kids they matter — from educationhq.com by Beck Thompson
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Nonprofit Bringing Businesses to Life in the Classroom — to the Tune of $400,000 — from the74million.org by Tim Newcomb
Making candles out of crayons, building birdhouses, fashioning furniture: Real World Scholars has helped 50,000 students become entrepreneurs

Not much entices a second grader to skip out on recess to get back to schoolwork. But excitement around a classroom-run business can do just that, especially when it means creating candles out of crayons and selling them in the local community.

Students design their ideal urban home in My ArchiSchool exhibition — from dezeen.com

Excerpt:

Promotion: fifty-two students presented digital designs and architectural models of their ideal home as part of Hong Kong-based education institute My ArchiSchool’s latest exhibition. As part of the exhibition, My ArchiSchool students were asked to design their ideal home within an urban environment. The exhibition, which took place on 2 October 2022 at the Sky100 on the 100th floor of the International Commerce Centre in Hong Kong, showcased photomontages of digital designs presented alongside physical models.

5 Resources that help students become digital citizens — from rdene915.com by Rachelle Dene Poth

Excerpt:

We need to create opportunities for students to become more digitally aware and literate, and to be responsible when using technology. There are many ways to do this, depending on our content area and grade level. We can model best practices for our students, bring in a specific digital citizenship curriculum to guide them through their learning, or use digital tools and resources available to have students explore and create.

Helping students learn to safely navigate what has become a highly digital world is something that we are all responsible for. Students need to be aware of the impact of their posts online, how to create and manage social accounts and protect their information, and how to properly access and use resources they obtain through technology.

3 Reasons School and District Leaders Should Get on Social Media — from edweek.org by Marina Whiteleather

Excerpt:

School and district leaders can—and should—be using social media in their work.

That’s the message shared by Stephanie McConnell, a superintendent in the Hawkins Independent School District in Texas, and Salome Thomas-El, a K-8 principal in Delaware, during an Education Week K-12 Essentials forum on Oct. 13.

At the event, McConnell and Thomas-El provided insights and advice for school leaders who are hesitant to post on certain social platforms or unsure how to use them.

Learning Ecosystems

“OpenAI announces first partnership with a university” [Field] + other items re: AI in our Learning Ecosystems

Pioneering Advanced Math from Behind Bars [Tillinghast-Raby]

“ChatGPT Prompts for Learner Motivation” [Hardman] + other AI/T&L items

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