learning ecosystem

OpenAI angles to put ChatGPT in classrooms with special tutor prompts — from techcrunch.com by Devin Coldewey

Taking the bull by the horns, the company has proposed a few ways for teachers to put the system to use… outside its usual role as “research assistant” for procrastinating students.
.

Q2 Earnings Roundup – EdTech Generative AI — from aieducation.substack.com by Claire Zau
A roundup of LLM and AI discussions from Q2 EdTech Earnings

In this piece, we’ll be breaking down how a few of edtech’s most important companies are thinking about AI developments.

Duolingo
Powerschool
Coursera
Docebo
Instructure
Nerdy

Two items re: K-12 learning ecosystem that show the motivating power of choice

On 09/02/2023, in career development, change, changing business models, education, education reform, innovation, instructional design, K-12 related, learning, learning ecosystem, Learning Experience Design, learning preferences, more voice more choice more control, motivation, online learning, personalized/customized learning, by Daniel Christian

Build Your Own High School: Phoenix Students Choose from 500 Classes, Internships, College Courses, Career Programs & More — from the74million.org by Beth Hawkins; via Michael Horn
At Phoenix Union City, high school doesn’t refer to a building but a personalized path of experiences that teenagers create for themselves.

PXU City HS has no physical site — its 83 students create custom programs, choosing from a menu of some 500 options from Phoenix Union High School District’s bricks-and-mortar schools; its online-only program, internships; jobs; college classes; and career training programs.

But in the process, it became clear just how many high school-aged students were working, caring for siblings, filling in for their parents or significantly behind — or ahead and bored — academically.
…
If PXU City works as well for all its students as it does for Dominguez, he adds, every high school in the district ought to throw away the bell schedule and offer a truly personalized education.

‘Every day matters’: CCSD students, teachers kick off 2023-24 school year — from reviewjournal.com by Julie Wootton-Greener; via Michael Horn

There are 10 areas of study students chose from: architectural design, business administration logistics-distribution, computer science, construction technology, cybersecurity, diesel/auto technology, energy technologies, human and social services, teaching and training, and sports medicine.

Students pick a job within the program they’re working toward, but that can change, Cordia said, noting that there are hundreds of possible jobs within the automotive program.

The school received e more than 1,000 applications from interested students, he said, calling it “very humbling.”

Addendum that also involves changes within the K12 learning ecosystem:

Is the Post-Pandemic Era Ripe for Rethinking High School? — from edsurge.com by Rebecca Koenig

What if the presenter/teacher/professor/ trainer/preacher provided a set of notes for the AI to compare to the readers’ notes? [Christian]

On 08/29/2023, in Artificial Intelligence/Agents/LLMs/and Related, bots, communications, communities of practice, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, Daniel S. Christian, digital learning, education technology, emerging technologies, experimentation, future, Google, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, K-12 related, law schools, learner profiles, learning, learning agents, learning ecosystem, Learning Experience Design, lifelong learning, presentations, religion, teachers, teaching & learning, tools, United States, universities, vendors, vision/possibilities, by Daniel Christian

From DSC:
Yesterday, I posted the item about Google’s NotebookLM research tool. Excerpt:

What if you could have a conversation with your notes? That question has consumed a corner of the internet recently, as companies like Dropbox, Box, Notion, and others have built generative AI tools that let you interact with and create new things from the data you already have in their systems.

Google’s version of this is called NotebookLM. It’s an AI-powered research tool that is meant to help you organize and interact with your own notes.

That got me to thinking…

What if the presenter/teacher/professor/trainer/preacher provided a set of notes for the AI to compare to the readers’ notes?

That way, the AI could see the discrepancies between what the presenter wanted their audience to learn/hear and what was actually being learned/heard. In a sort of digital Socratic Method, the AI could then generate some leading questions to get the audience member to check their thinking/understanding of the topic.

The end result would be that the main points were properly communicated/learned/received.

“Welcome Back to School. Your Teacher Is 2,000 Miles Away.” [Tagami] + other items re: the K12 learning ecosystem

On 08/28/2023, in education, education reform, K-12 related, learning ecosystem, parents/guardians, society, student-related, teachers, teaching & learning, trends, United States, youth, by Daniel Christian

Welcome Back to School. Your Teacher Is 2,000 Miles Away. — from wsj.com by Sara Randazzo; behind paywall
Some parents remain skeptical of piped-in teachers, while schools say they don’t have a choice

Plagued by Teacher Shortages, Some States Turn to Fast-Track Credentialing — from theconversation.com by Elaine S. Povich
Critics worry that the faster programs could do a disservice to young students.

From DSC:
It seems to me that this doesn’t address the problems of WHY teachers are leaving.

The Rising Trend in Private Education: Teeny, Tiny Schools — from wsj.com by Megan Tagami; behind paywall
Families reacting to an influx of voucher funds and postpandemic woes are increasingly choosing so-called microschools

From DSC:
If we can’t get violence in schools under control (a very difficult task without trying to impact peoples’ hearts and minds), this trend could pick up steam big-time.

How educational research could play a greater role in K-12 school improvement — from theconversation.com by Detris Honora Adelabu

Here are four things I believe can be done in order to make sure that educational research is actually being applied.

Build better relationships with school leaders
Make policy and practice part of the research process
Rethink how research impact is measured
Rethink and redefine how research is distributed

6 Challenges for Early Educators as Preschool Growth Halts — from edweek.org by Sarah D. Sparks & Gina Tomko; behind paywall

Addendum on 9/2/23:

American classrooms need more educators. Can virtual teachers step in to bridge the gap? — from usatoday.com by Alia Wong

2023 Students and Technology Report: Flexibility, Choice, and Equity in the Student Experience — from library.educause.edu by Mark McCormack

Excerpt:

What does it mean to be a student in 2023, on the fading tail end of a global pandemic and in the midst of lingering uncertainty about the world? What do students still need from a postsecondary education, and where does technology serve as a fulcrum—for better and for worse—both opening and closing students’ paths forward through their educational journeys?

In this report we draw on data from EDUCAUSE’s 2023 Student Survey to offer higher education leaders and decision-makers key insights as they consider what these questions might mean for their particular institutions and communities.

The report explores findings across three main areas, each representing a key challenge (and opportunity) institutions are going to face now and in the future:

Supporting students on and off campus
The role of students as consumers in the educational marketplace
Equity and accessibility in teaching and learning

Students who are empowered to “choose their own adventure” with their course modality engagements are far more satisfied with their course experiences than those who don’t get to choose.

Learners need: More voice. More choice. More control. -- this image was created by Daniel Christian

What if you could have a conversation with your notes? [Pierce]

On 08/28/2023, in adjunct faculty, adult learning, Artificial Intelligence/Agents/LLMs/and Related, bots, colleges, communities of practice, community colleges, competency-based learning/education, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, Design Thinking, digital learning, education technology, emerging technologies, experimentation, faculty, future, Google, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, law schools, learning, learning ecosystem, Learning from the Living [Class] Room, productivity / tips and tricks, research, student-related, teachers, tools, United States, universities, usability, user experience (UX), user interface design, vendors, virtual tutoring, vision/possibilities, by Daniel Christian

Google’s AI-powered note-taking app is the messy beginning of something great — from theverge.com by David Pierce; via AI Insider
NotebookLM is a neat research tool with some big ideas. It’s still rough and new, but it feels like Google is onto something.

Excerpts (emphasis DSC):

What if you could have a conversation with your notes? That question has consumed a corner of the internet recently, as companies like Dropbox, Box, Notion, and others have built generative AI tools that let you interact with and create new things from the data you already have in their systems.

Google’s version of this is called NotebookLM. It’s an AI-powered research tool that is meant to help you organize and interact with your own notes.
…
Right now, it’s really just a prototype, but a small team inside the company has been trying to figure out what an AI notebook might look like.

A First Look at Teaching Preferences since the Pandemic”— from library.educause.edu/ by Muscanell

This is the first faculty research conducted by EDUCAUSE since 2019. Since then, the higher education landscape has been through a lot, including COVID-19, fluctuations in enrollment and public funding, and the rapid adoption of multiple instructional modalities and new technologies. In this report, we describe the findings of the research in four key areas:

Modality preferences and the impacts of teaching in non-preferred modes
Experiences teaching online and hybrid courses
Technology and digital availability of course components
Types of support needed and utilized for teaching

From DSC:
Polling the faculty members and getting their feedback is not as relevant and important to the future of higher education as better addressing the needs and wants of parents and students who are paying the bills. Asking faculty members what they want to post online is not as relevant as what students want and need to see online.

“It’s an example of the streamlined admissions practices that colleges across the country are using to combat the ongoing problem of low student enrollment.”

DC: But it’s not getting at the problem of *not providing enough value* for the price. https://t.co/Ye1FFep48z

— Daniel Christian (he/him/his) (@dchristian5) August 25, 2023

From DSC:
More fringe responses — versus overhauling pricing, updating curriculum, providing more opportunities to try out jobs before investing in a degree, and/or better rewarding those adjunct faculty members who are doing the majority of the teaching on many campuses.

Online college enrollment is on the rise: What brings students to virtual campuses? — from digitaljournal.com by Jill Jaracz and Emma Rubin; via GSV

Before the pandemic, online learning programs were typically for people going back to school to augment or change their career or pursuing a graduate degree to enhance their career while they work. That attitude is shifting as students juggle learning with jobs, family responsibilities, and commutes. In California, 4 in 5 community college classes were in person before the pandemic. By 2021, just 1 in 4 were in person, while 65% were online, according to the California Community Colleges Chancellor’s Office.

Younger students are also opting for online classes. EducationDynamics found in 2023 that the largest share of students pursuing undergraduate or graduate degrees online is 35 or younger. That said, 35% of students pursuing online undergraduate degrees are between

The Ready Player One Test: Systems for Personalized Learning — from gettingsmart.com by Dagan Bernstein

Key Points

The single narrative education system is no longer working.
Its main limitation is its inability to honor young people as the dynamic individuals that they are.
New models of teaching and learning need to be designed to center on the student, not the teacher.

When the opportunity arises to implement learning that uses immersive technology ask yourself if the learning you are designing passes the Ready Player One Test:

Does it allow learners to immerse themselves in environments that would be too expensive or dangerous to experience otherwise?

Can the learning be personalized by the student?

Is it regenerative?

Does it allow for learning to happen non-linearly, at any time and place?

From DSC: If this is true, how will we meet this type of demand?!?

RESKILLING NEEDED FOR 40% OF WORKFORCE BECAUSE OF AI, REPORT FROM IBM SAYS — from staffingindustry.com; via GSV

Generative AI will require skills upgrades for workers, according to a report from IBM based on a survey of executives from around the world. One finding: Business leaders say 40% of their workforces will need to reskill as AI and automation are implemented over the next three years. That could translate to 1.4 billion people in the global workforce who require upskilling, according to the company.

A great example of the morphing going on in the PreK-12 learning ecosystem [Christian]

On 08/21/2023, in change, education, education reform, homeschooling/homeschoolers, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning spaces, parents/guardians, society, student-related, United States, youth, by Daniel Christian

For many home-schoolers, parents are no longer doing the teaching — from washingtonpost.com by Laura Meckler; via Matthew Tower

Her program is part of a company called Prenda, which last year served about 2,000 students across several states. It connects home-school families with microschool leaders who host students, often in their homes. It’s like Airbnb for education, says Prenda’s CEO, because its website allows customers – in this case, parents – to enter their criteria, search and make a match.

An explosion of new options, including Prenda, has transformed home schooling in America. Demand is surging: Hundreds of thousands of children have begun home schooling in the last three years, an unprecedented spike that generated a huge new market. In New Hampshire, for instance, the number of home-schoolers doubled during the pandemic, and even today it remains 40 percent above pre-covid totals.

From DSC:
This is another great example of the morphing going on in the PreK-12 learning ecosystem.

10 Ways Artificial Intelligence Is Transforming Instructional Design — from er.educause.edu by Robert Gibson
Artificial intelligence (AI) is providing instructors and course designers with an incredible array of new tools and techniques to improve the course design and development process. However, the intersection of AI and content creation is not new.

What does this mean for the field of instructional and course design? I have been telling my graduate instructional design students that AI technology is not likely to replace them any time soon because learning and instruction are still highly personalized and humanistic experiences. However, as these students embark on their careers, they will need to understand how to appropriately identify, select, and utilize AI when developing course content.

Here are a few interesting examples of how AI is shaping and influencing instructional design. Some of the tools and resources can be used to satisfy a variety of course design activities, while others are very specific.

GenAI Chatbot Prompt Library for Educators — from aiforeducation.io
We have a variety of prompts to help you lesson plan and do adminstrative tasks with GenAI chatbots like ChatGPT, Claude, Bard, and Perplexity.

Also relevant/see:

AI for Education — from linkedin.com
Helping teachers and schools unlock their full potential through AI

Check out https://t.co/sfWeOiOzP5, “Helping teachers bring AI to the classroom critically, ethically, & responsibly.”
You can submit assignments to their curated collection. From the amazing @SarahWNewman at @metalabharvard. (She also did the Data Nutrition Project).

— Anna Mills, amills@mastodon.oeru.org, she/her (@EnglishOER) August 18, 2023

Google Chrome will summarize entire articles for you with built-in generative AI — from theverge.com by Jay Peters
Google’s AI-powered article summaries are rolling out for iOS and Android first, before coming to Chrome on the desktop.

Google’s AI-powered Search Generative Experience (SGE) is getting a major new feature: it will be able to summarize articles you’re reading on the web, according to a Google blog post. SGE can already summarize search results for you so that you don’t have to scroll forever to find what you’re looking for, and this new feature is designed to take that further by helping you out after you’ve actually clicked a link.

A Definitive Guide to Using Midjourney — from every.to by Lucas Crespo
Everything you need to know about generating AI Images

In this article, I’ll walk you through the most powerful and useful techniques I’ve come across. We’ll cover:

Getting started in Midjourney
Understanding Midjourney’s quirks with interpreting prompts
Customizing Midjourney’s image outputs after the fact
Experimenting with a range of styles and content
Uploading and combining images to make new ones via image injections
Brainstorming art options with parameters like “chaos” and “weird”
Finalizing your Midjourney output’s aspect ratio

And much more.

Report: Potential NYT lawsuit could force OpenAI to wipe ChatGPT and start over — from arstechnica.com by Ashley Belanger; via Misha da Vinci
OpenAI could be fined up to $150,000 for each piece of infringing content.

Weeks after The New York Times updated its terms of service (TOS) to prohibit AI companies from scraping its articles and images to train AI models, it appears that the Times may be preparing to sue OpenAI. The result, experts speculate, could be devastating to OpenAI, including the destruction of ChatGPT’s dataset and fines up to $150,000 per infringing piece of content.

NPR spoke to two people “with direct knowledge” who confirmed that the Times’ lawyers were mulling whether a lawsuit might be necessary “to protect the intellectual property rights” of the Times’ reporting.

Midjourney Is Easily Tricked Into Making AI Misinformation, Study Finds — from bloomberg.com (paywall)

AI-generated art cannot be copyrighted, rules a US Federal Judge — from msn.com by Wes Davis; via Tom Barrett

Do you want to Prepare your Students for the AI World? Support your Speech and Debate Team Now — from stefanbauschard.substack.com by Stefan Bauschard
Adding funding to the debate budget is a simple and immediate step administrators can take as part of developing a school’s “AI Strategy.”

In solitary confinement, your neighbors are your teachers. [West]

On 08/21/2023, in adult learning, career development, corporate / business world, learning ecosystem, society, sociology, workplace, by Daniel Christian

In solitary confinement, your neighbors are your teachers. — from opencampusmedia.org by Charlotte West

Kwaneta Harris, who is incarcerated in Texas, writes about helping the young women who live next to her in solitary confinement learn how to read. This essay was co-published with Slate.

San Quentin is helping men prepare for jobs outside — from college-inside.beehiiv.com by Charlotte West

I visited Employer Day at San Quentin, where 30 incarcerated men sit down with Bay Area employers and apply what they learned during a four-month job readiness program.

Job interviews can be daunting, especially if you’ve never done one before. But even more so if you’ve been incarcerated. I visited Employer Day at San Quentin in March to learn more.

Several items re: the Pre-K-12 learning ecosystems out there [from edutopia.org]

On 08/17/2023, in collaboration, education, education reform, engagement / engaging students, Europe, ideas, learning, learning ecosystem, Learning Experience Design, learning spaces, library / librarians, more voice more choice more control, participation, pedagogy, student-related, teachers, teaching & learning, youth, by Daniel Christian

Building Pre-K Students’ Skills to Codesign the Classroom — from edutopia.org by Sarika S. Gupta
In order to help ensure that young students’ needs are met, it’s important to seek feedback about their learning experiences.

VIEW CHILDREN AS ACTIVE LEADERS IN THEIR LEARNING
I was co-teaching in an inclusive preschool classroom 20 years ago when I led my first professional development workshop (the project approach). The aim was to show teachers that children could co-construct their learning experiences when they were invited to do so. Two groundbreaking Reggio Emilia books came to mind—Shoe and Meter and Everything Has a Shadow Except Ants. These inspirational books were part of a series published in collaboration with the Italian Ministry of Education called “The Unheard Voice of Children.”

The series recognized children as active leaders of their learning and endeavored to document the process of learning through children’s learning experiences.

Learners need: More voice. More choice. More control. -- this image was created by Daniel Christian

Let Kids Make Decisions — from edutopia.org by Sean Cassel
An overreliance on rules can backfire. Instead, teachers can focus on providing students with choices and teaching good decision-making skills.

I’ve deeply thought about that last part over the course of my career: Let kids make decisions. Twenty years later, I am a high school administrator tasked with enforcing rules every day. Let me be clear: Schools need rules to function, but they don’t have to be the focus. My school focuses on allowing students to make choices: It is a centerpiece of how we operate. And although kids don’t always make the right choices, often enough they do. An overreliance on rules, in either a classroom or an entire school, can limit the ability of students to grow and develop their decision-making skills.

Using Free Edtech Tools to Get to Know Your New Middle and High School Students — from edutopia.org by Matthew X. Joseph
Older students can use these tools to introduce themselves to their teachers and each other—even before school starts.

From DSC:
Some nice ideas and tools listed here to start developing relationships even before the first day of school.

An Intentional Approach to Improving Your Teaching Practice — from edutopia.org by Marcus Luther
By selecting one area for growth, collecting resources, and connecting with others, teachers can make meaningful improvements in the classroom.

Last summer, my focus was improving the level of inquiry in my classroom. I describe my process below, which transfers to any area or topic on which you might hope to focus your own professional learning.

Setting Up Libraries to Be the Best Space in School — from edutopia.org by Paige Tutt
We took a peek inside school libraries across America to see how librarians are reframing the space to support students’ social, emotional, and creative growth—while still prioritizing excellent reads.

The recently renovated library—now known as the Learning Commons—is a bright, spacious multipurpose hub within the school. There are bistro tables where kids can work together; comfortable and flexible seating; a makerspace where students can explore activities like sewing and jewelry making; an audio recording and production studio; and a video production studio where kids can create TikToks or YouTube videos using their phones or school-issued laptops. It’s a far cry from the space it used to be—an attendance sheet from 2008 tracked just 21 students signing into the library one day.

Will one of our future learning ecosystems look like a Discord server type of service? [Christian]

On 08/17/2023, in 21st century, 24x7x365 access, adult learning, Alternatives, Artificial Intelligence/Agents/LLMs/and Related, cloud-based computing / apps / other cloud-related, collaboration, communications, communities of practice, competency-based learning/education, content development, aggregation, repositories, Daniel S. Christian, digital learning, distance education, education technology, educational games / serious games, elearning, emerging technologies, Emotion, engagement / engaging students, experimentation, future, global / globalization, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, internet, IT in HE, K-12 related, law schools, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, lifelong learning, love of learning, microlearning, multimedia, New "Amazon.com" of Higher Education, new business models, online learning, online media, online tutoring, passions, personalized/customized learning, platforms, play, simulations, skills, social learning / networks, society, streams of content, student-related, technologies for your home, universities, user experience (UX), vendors, virtual field trips, virtual K-12 schools, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, web-based collaboration, by Daniel Christian

DC: Is the future of one of our powerful learning ecosystems more like adding your own desired groups/cohorts, topics, items, etc. to your server? Like a learning-focused type of Discord service? (https://t.co/Vq4dZamBf2)#future #learningecosystems #personalizedlearning pic.twitter.com/wVMWYBN3R1

— Daniel Christian (he/him/his) (@dchristian5) August 17, 2023

Learning Ecosystems

If this is true, how will we meet this type of demand?!? [Christian]

In solitary confinement, your neighbors are your teachers. [West]

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