education

Teens are losing interest in school, and say they hear about college ‘a lot’ — from npr.org by Cory Turner

This is not your standard back-to-school story, about school supplies or first-day butterflies.

It’s about how school-aged members of Gen Z — that’s 12- to 18-year-olds — are feeling about school and the future. And according to a new national survey, those feelings are a little worrying.

School engagement is down. The middle- and high-schoolers surveyed find school less interesting than they did just last year, and only about half believe they’re being challenged “in a good way.” The problem is especially acute for teens who say they don’t want to go to college right out of high school.

“The conversations that [K-12 schools are] having with middle-schoolers and high-schoolers are predominantly about college,” says Zach Hrynowski, a senior education researcher at Gallup. “Even the kids who are like, ‘I don’t want to go to college,’ what are they hearing the most about? College. We’re not talking to them about apprenticeships, internships, starting a business, entrepreneurial aspirations or jobs that don’t require a college degree.”

AI agents are the future, and a lot is at stake [Sanzeri]

On 08/28/2024, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, change, corporate / business world, corporate universities / corporate training, digital learning, education, education technology, emerging technologies, engineering, entrepreneurship, future, future of higher education, game-changing environment, health, higher education, human-computer interaction (HCI), ideas, innovation, intelligent systems, intelligent tutoring, IT in HE, K-12 related, learner profiles, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, lifelong learning, personalized/customized learning, the downsides of how people use tech, workplace, by Daniel Christian

AI agents are the future, and a lot is at stake — from forbes.com by Skip Sanzeri

What An Agent Is
Agents are computer programs that can autonomously perform tasks, make decisions and interact with humans or other computers. There are many different types of agents, and they are designed to achieve specific goals spanning our lives and nearly every industry, making them an integral and unstoppable part of our future.

Learning: AI agents will transform education by providing personalized learning experiences such as one-to-one tutoring. ChatGPT and other large language models (LLMs) are providing access to all digital knowledge now. An “agent” would act as a more personalized version of an LLM.

The hacking and control of an AI agent could lead to disastrous consequences, affecting privacy, security, the economy and societal stability. Proactive and comprehensive security strategies are essential to mitigate these risks in the future.

New Microschools for a New School Year [McDonald]

On 08/28/2024, in Alternatives, education, education reform, innovation, K-12 related, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, new business models, parents/guardians, student-related, teachers, teaching & learning, youth, by Daniel Christian

New Microschools for a New School Year — from the74million.org by Kerry McDonald
As parent demand for more individualized education options grows, everyday entrepreneurs are stepping up to meet that demand by launching microschools

Microschools and similarly creative schooling options gained increased popularity in the wake of the pandemic, and they continue to gain momentum. Not only are new schools and spaces opening across the U.S. but existing ones are expanding.

New data from VELA, a philanthropic nonprofit organization and entrepreneur community, reveals that over 90 percent of the unconventional learning environments it surveyed had more learners last fall than they did at their launch date, and the median compound rate of growth for these programs was 25 percent a year.

Some of the Best Online Learning Games for Kids — from nytimes.com by Courtney Schley

If you’re looking for apps and games that not only keep young kids occupied but also encourage them to explore, learn, and express themselves, we have some great suggestions.

The apps we cover in this guide are good learning apps not because they’re designed to make kids smarter, to drill facts, or to replace in-school learning, but because they each offer something fun, unique, and interesting for kids and adults.

As with our guides to STEM and learning toys, we didn’t test scores of apps to try to find the “best” ones. Rather, most of our favorite apps have been chosen by teachers for their students in classrooms, used by Wirecutter parents and their kids, or recommended by the experts and educators we spoke with.

SATs Have Never Been About Equity — from insidehighered.com by Pepper Stetler
The history of the SAT raises questions about how we value and measure intelligence, Pepper Stetler writes.

Excerpts (emphasis DSC):

Even though the overwhelming majority (about 80 percent) of the country’s colleges and universities will remain test optional for the Class of 2029, our national conversation about the role of standardized admissions tests in higher education focuses almost exclusively on elite colleges, whose enrollments represent only 1 percent of students. Such a myopic perspective will do little to increase access to higher education. Real change would require us to reckon with the history of standardized tests and how they have persistently disadvantaged large numbers of students, particularly students of color and students with disabilities.

One hundred years later, academic success is defined as the capacity to do well on a standardized test. It does not just predict a person’s academic ability. It defines academic ability. And those who have the most time and resources to devote to the test are the ones who will succeed.

Top EdTech Trends Shaping Education in 2024-2025 — from edmentum.com

Trend #1: Schools Are Using Career Technical Education to Increase Student Engagement
Trend #2: Districts Are Looking to Scale Up Tutoring
Trend #3: Virtual Learning Solutions Can Help Address Teacher Shortages

Understood.com | Everyone deserves to be understood
Understood is the leading nonprofit empowering the 70 million people with learning and thinking differences in the United States.

Making sure that our classrooms are characterised by ‘high challenge’ alongside ‘low threat’. [Myatt]

On 08/20/2024, in education, Emotion, K-12 related, learning, Learning Experience Design, student-related, teachers, teaching & learning, youth, by Daniel Christian

No-one wants to feel like a muppet! — from marymyatt.substack.com/ by Mary Myatt
High challenge, low threat

But what is crucial is that this is not a public, humiliating struggle which dehumanises the person, it is the private conversations we have with ourselves about what is working and what isn’t.

The second strand is that the circumstances are always low threat. No-one else can see our struggling to get the solution.

No-one is pointing the finger.

It is when we feel safe at this deep level that we are prepared to risk things and have a go.

If we are serious about providing pupils with an ambitious curriculum, we need to consider how the ‘high challenge’ is balanced by ‘low threat’.

4+ items re: the K-12 learning ecosystem

On 08/14/2024, in accessibility / UDL, Alternatives, Bias | Diversity Equity & Inclusion (DE&I), education, education reform, experimentation, face-to-face, K-12 related, learning ecosystem, neurodivergent/special needs, reading, student-related, teachers, teaching & learning, United States, youth, by Daniel Christian

How to use accommodations and modifications in the classroom — from understood.org by Amanda Morin

In a busy classroom, it can be daunting to meet the varied learning needs of all your students. Knowing you’re also responsible for implementing instructional accommodations and modifications in students’ IEPs and 504 plans can make it feel even more challenging. But with the right information, you can provide these important supports to help all students thrive.

Here are key concepts to keep in mind and steps you can take to implement accommodations and modifications for your students.

Unschooling: A way of learning outside of school and it requires no lessons, tests or grades — from cbsnews.com by Janay Reece

BALTIMORE — What if your child didn’t go to school?

Believe it or not, some parents don’t send their children to school five days a week, and it’s called unschooling.

It is a growing and sometimes controversial approach to homeschooling.

Rather than using a defined curriculum, unschooling parents trust their kids to learn organically. Unschoolers are focused more on the experimental process of learning and becoming educated, rather than with “doing or going to school.”

People Are Hunting for Education ‘Fads.’ What Does That Say About Schools? — from edsurge.com by Daniel Mollenkamp

Public schools are particularly vulnerable to pressure, Cuban said on a call with EdSurge. That’s because national problems tend to become school ones, Cuban says. Schools have to walk a “tightrope,” striking a balance that is both stable for students and able to adapt to changes in the broader society, he says.

Pressure on schools to respond to new issues often ends up altering curricula or introducing new courses, because that’s the easiest part of the public education system to change, Cuban argues. But classrooms are isolated from the superintendent’s office, the school board and other “policy elites” who push change, he says.

Many kids can’t read, even in high school. Is the solution teaching reading in every class? — from hechingerreport.org by Julian Roberts-Grmela
Some high schools and states are experimenting with ways to integrate literacy instruction across all classes

Every teacher at her school, the Health Sciences High and Middle College, in San Diego, shares in the responsibility of teaching students literacy skills, regardless of the subject they teach. That’s because so many students, even incoming ninth graders, arrive at the school without basic reading skills, according to Douglas Fisher, an administrator at the school. While some students also receive one-on-one remediation, Fisher said that research shows those interventions aren’t enough to close the gap.

“We have kids that on our benchmark knowledge assessments are scoring what is the equivalent of second grade, first grade, fourth grade,” said Fisher, who is also a professor and chair of educational leadership at San Diego State University. Yet, by the time students graduate, he said, the goal at the secondary school is that they have “reading levels ready for college.”

Digital Writing Lab

About this Project

The Digital Writing Lab is a key component of the Australian national Teaching Digital Writing project, which runs from 2022-2025.

This stage of the broader project involves academic and secondary English teacher collaboration to explore how teachers are conceptualising the teaching of digital writing and what further supports they may need.

Previous stages of the project included archival research reviewing materials related to digital writing in Australia’s National Textbook Collection, and a national survey of secondary English teachers. You can find out more about the whole project via the project blog.

Who runs the project?

Project Lead Lucinda McKnight is an Associate Professor and Australian Research Council (ARC) DECRA Fellow researching how English teachers can connect the teaching of writing to contemporary media and students’ lifeworlds.

She is working with Leon Furze, who holds the doctoral scholarship attached to this project, and Chris Zomer, the project Research Fellow. The project is located in the Research for Educational Impact (REDI) centre at Deakin University, Melbourne.

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Using Class Discussions as AI-Proof Assessments [McPhillips]

On 08/05/2024, in Artificial Intelligence/Agents/LLMs/and Related, assessment, collaboration, communications, education, education technology, ideas, instructional design, K-12 related, learning, learning ecosystem, Learning Experience Design, participation, pedagogy, teachers, youth, by Daniel Christian

Using Class Discussions as AI-Proof Assessments — from edutopia.org by Kara McPhillips
Classroom discussions are one way to ensure that students are doing their own work in the age of artificial intelligence.

I admit it: Grading essays has never topped my list of teaching joys. Sure, the moments when a student finally nails a skill after months of hard work make me shout for joy, startling my nearby colleagues (sorry, Ms. Evans), but by and large, it’s hard work. Yet lately, as generative artificial intelligence (AI) headlines swirl in my mind, a new anxiety has crept into my grading life. I increasingly wonder, am I looking at their hard work?

Do you know when I don’t feel this way? During discussions. A ninth grader wiggling the worn corner of her text, leaning forward with excitement over what she’s cleverly noticed about Kambili, rarely makes me wonder, “Are these her ideas?”

While I’ve always thought discussion is important, AI is elevating that importance. This year, I wonder, how can I best leverage discussion in my classroom?

What to know about homeschooling [Wisner]

On 08/05/2024, in Alternatives, education, education reform, homeschooling/homeschoolers, K-12 related, learning ecosystem, Learning from the Living [Class] Room, learning preferences, parents/guardians, student-related, United States, by Daniel Christian

What to know about homeschooling — from parents.com by Wendy Wisner
Get a closer look at why families choose homeschooling, how common homeschooling is, and what homeschooling really looks like for kids and parents.

There are so many reasons why families become interested in homeschooling their children, and these days the choice has become much more mainstream and accepted.1 You may be interested in homeschooling starting from preschool or kindergarten, or it may be something you are considering for your older child.

While there are a lot of factors to weigh as you consider the option of homeschooling, the good news is that now, more than ever, there are many resources out there to help you. Let’s take a look at why families choose to homeschool, what homeschooling really looks like, and what the options for style and instruction.

Where are all the Special Educators? [Aldeman]

On 08/03/2024, in Bias | Diversity Equity & Inclusion (DE&I), education, K-12 related, learning, learning ecosystem, neurodivergent/special needs, student-related, teachers, United States, youth, by Daniel Christian

Where are all the Special Educators? — from educationnext.org by Chad Aldeman
Schools employ more special education teachers than ever. So why is there a shortage?

Is there a shortage of special education teachers in America’s public schools? If so, why? And how can policymakers fix it?

The first question sounds like an easy one. Yes, there is a shortage of special education teachers. In 2023–24, more than half of districts and 80 percent of states reported such a shortage.

If you doubt the self-reported data, a simple back-of-the-envelope calculation will lead you to the same conclusion. About 46,000 special education teachers leave public schools every year, while teacher preparation programs are training fewer than 30,000 new ones to replace them. Even if districts can supplement those new trainees with teachers who are re-entering the profession, that still makes for a very tight labor market.

Rapidly Rising Demand
The percentage of public school students who receive special education services has risen over time, reaching 15 percent in 2022–23. That increase has been propelled by a number of factors, including better and earlier identification of students who need additional support.

“For college students—and for higher ed itself—AI is a required course” [Merisotis] + other items re: AI in our learning ecosystems

On 08/03/2024, in 21st century, 24x7x365 access, accessibility / UDL, adjunct faculty, apprenticeships, Artificial Intelligence/Agents/LLMs/and Related, Bias | Diversity Equity & Inclusion (DE&I), bots, career development, colleges, community colleges, content development, aggregation, repositories, copyright/ownership/NFTs, education, education technology, emerging technologies, faculty, future, future of higher education, game-changing environment, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, learning, learning agents, learning ecosystem, Learning Experience Design, platforms, productivity / tips and tricks, real-world assignments, reinvent, skills, student-related, teachers, teaching & learning, teaching online, technologies for your home, technology (general), tools, trends, United States, universities, vendors, vision/possibilities, workplace, youth, by Daniel Christian

For college students—and for higher ed itself—AI is a required course — from forbes.com by Jamie Merisotis

Some of the nation’s biggest tech companies have announced efforts to reskill people to avoid job losses caused by artificial intelligence, even as they work to perfect the technology that could eliminate millions of those jobs.

It’s fair to ask, however: What should college students and prospective students, weighing their choices and possible time and financial expenses, think of this?

The news this spring was encouraging for people seeking to reinvent their careers to grab middle-class jobs and a shot at economic security.

Addressing Special Education Needs With Custom AI Solutions — from teachthought.com
AI can offer many opportunities to create more inclusive and effective learning experiences for students with diverse learning profiles.

For too long, students with learning disabilities have struggled to navigate a traditional education system that often fails to meet their unique needs. But what if technology could help bridge the gap, offering personalized support and unlocking the full potential of every learner?

Artificial intelligence (AI) is emerging as a powerful ally in special education, offering many opportunities to create more inclusive and effective learning experiences for students with diverse learning profiles.

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11 Summer AI Developments Important to Educators — from stefanbauschard.substack.com by Stefan Bauschard
Equity demands that we help students prepare to thrive in an AI-World

*SearchGPT
*Smaller & on-device (phones, glasses) AI models
*AI TAs
*Access barriers decline, equity barriers grow
*Claude Artifacts and Projects
*Agents, and Agent Teams of a million+
*Humanoid robots & self-driving cars
*AI Curricular integration
*Huge video and video-segmentation gains
*Writing Detectors — The final blow
*AI Unemployment, Student AI anxiety, and forward-thinking approaches
*Alternative assessments

Academic Fracking: When Publishers Sell Scholars Work to AI — from aiedusimplified.substack.com by Lance Eaton
Further discussion of publisher practices selling scholars’ work to AI companies

Last week, I explored AI and academic publishing in response to an article that came out a few weeks ago about a deal Taylor & Francis made to sell their books to Microsoft and one other AI company (unnamed) for a boatload of money.

Since then, two more pieces have been widely shared including this piece from Inside Higher Ed by Kathryn Palmer (and to which I was interviewed and mentioned in) and this piece from Chronicle of Higher Ed by Christa Dutton. Both pieces try to cover the different sides talking to authors, scanning the commentary online, finding some experts to consult and talking to the publishers. It’s one of those things that can feel like really important and also probably only to a very small amount of folks that find themselves thinking about academic publishing, scholarly communication, and generative AI.

At the Crossroads of Innovation: Embracing AI to Foster Deep Learning in the College Classroom — from er.educause.edu by Dan Sarofian-Butin
AI is here to stay. How can we, as educators, accept this change and use it to help our students learn?

The Way Forward
So now what?

In one respect, we already have a partial answer. Over the last thirty years, there has been a dramatic shift from a teaching-centered to a learning-centered education model. High-impact practices, such as service learning, undergraduate research, and living-learning communities, are common and embraced because they help students see the real-world connections of what they are learning and make learning personal.11

Therefore, I believe we must double down on a learning-centered model in the age of AI.

The first step is to fully and enthusiastically embrace AI.
…
The second step is to find the “jagged technological frontier” of using AI in the college classroom.

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Futures Thinking in Education — from gettingsmart.com by Getting Smart Staff

Key Points

Educators should leverage these tools to prepare for rapid changes driven by technology, climate, and social dynamics.
Cultivating empathy for future generations can help educators design more impactful and forward-thinking educational practices.

“Designing your classroom” + “A Starter Pack of Resources for New Teachers” [edutopia.org]

On 08/01/2024, in design, education, K-12 related, learning, learning ecosystem, learning spaces, learning theories, teachers, United States, by Daniel Christian

Designing your classroom — from edutopia.org

As back-to-school season approaches, we know you’re gearing up to design your next classroom. It can be daunting to craft a space that does it all: boosts academic achievement, fosters collaboration, *and* makes students feel welcome and included.

That’s why we’ve curated a brand-new collection of 25 articles and videos—packed with research-backed insights and actionable strategies—to help find a layout that works best for you and your students. Topics range from optimizing your classroom walls to creating an environment that supports a wide range of executive functioning skills. Whether you’re a teacher or an administrator, these essential resources are designed to guide you through every stage of classroom setup.

Also from edutopia.org, see:

A Starter Pack of Resources for New Teachers — from edutopia.org
We’ve pulled together articles and videos in which educators—both veteran and new—share what they wish they knew on day one about classroom design, assessment, working with parents, and more.

Also re: the K-12 learning ecosystem, see:

As climate changes fuels hotter temperatures, kids are learning less — from hechingerreport.org by Jessica Kutz
Rising temperatures mean dehydrated, exhausted kids, but some policy makers are starting to take notice
5 More of My Favorite Beginning-of-Year Resources — from thebrokencopier.substack.com by Marcus Luther and The Broken Copier
And just like last year’s post, I’ve included templates/tools you for your classroom
Advice for New Teachers From a Teacher of the Year — from edutopia.org by Rebecka Peterson
Try implementing four simple ways of thinking to help guide you through your evolution as an educator.

Virtual Coaching Videos: Answering Your Questions [Tucker]

On 08/01/2024, in blended learning, content development, aggregation, repositories, digital learning, education, education technology, hybrid learning, instructional design, K-12 related, learning, learning ecosystem, Learning Experience Design, more voice more choice more control, online media, student-related, teachers, United States, web-based collaboration, by Daniel Christian

Virtual Coaching Videos: Answering Your Questions — from catlintucker.com by Catlin Tucker
(Emphasis below by DSC — and I would like to thank Catlin and people like her who are sharing their knowledge — free of charge — as they help others learn and grow!)

I am excited to announce the launch of a new video series on YouTube called “Virtual Coaching.” I have the privilege of working with thousands of educators every year who are expanding their teaching toolboxes to include blended learning models, UDL, and student-led instructional strategies. I understand how challenging it can be to shift practice. I encourage the educators I work with to reach out if they hit bumps, have questions, or need support as they implement new instructional models. Every year, I field hundreds of questions from the educators I work with and people who read my blog or listen to my podcast.

Having a reliable resource to ask questions and receive timely, practical responses when trying something new is crucial. That’s the goal of my new video series, “Virtual Coaching.” I want to answer your questions, tapping into my experiences and resources as a teacher, coach, and professional learning facilitator. I hope these videos will be valuable as you strive to design and facilitate engaging, effective, and equitable learning experiences.

Each virtual coaching video is designed to provide you with actionable advice that you can apply immediately. These videos cover various topics, including implementing new teaching strategies, overcoming classroom challenges, and exploring innovative ways to engage students. Time is a limited commodity, so I keep my videos short and sweet. The goal is to provide my community of educators with support, insights, and inspiration without overwhelming you or consuming too much of your time.

Also from Catlin, see:

Why Don’t We Trust Students? — from catlintucker.com by Catlin Tucker

As someone who regularly works with teachers on topics like blended learning, Universal Design for Learning (UDL), and student-led learning, one recurring theme I encounter is control. There’s a pervasive fear among educators when it comes to releasing control and allowing students to take more ownership and responsibility for their learning. This begs the question: Why don’t we trust our students? What is it that we really fear?

If we maintain all the control, we hinder our students’ ability to develop the essential skills they will need in the future. The rapidly changing demands of the workplace and life require individuals who are self-motivated, adaptable, and capable of critical thinking and problem-solving. By not allowing students to take more responsibility for their learning, we risk leaving them unprepared for these future challenges.

From DSC:
This item re: control makes me think of this graphic, which readers of this blog will recognize.

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

Building Durable Skills into Middle School Career Exploration — from edmentum.com

As the needs of the modern workforce evolve at an unprecedented rate, durable, or “soft,” skills are often eclipsing demand for sought-after technical skills in high-demand jobs across industry sectors, geography, and educational level.

Through research, collaboration, and feedback from more than 800 educators, workforce professionals, industry leaders, and policymakers, America Succeeds—a leading educational policy and advocacy group—has developed Durable Skills and the Durable Skills Advantage Framework to provide a common language for the most in-demand durable skills. With 85% of career success being dependent on durable skills, this framework bridges the gap between the skills students are taught in school and evolving workforce needs.

On a somewhat related note, also see:

Green Workforce Connect and Building Green Pathways with Cynthia Finley — from gettingsmart.com by Mason Pashia

Over the last few years, we’ve been covering New Pathways, which we think of as a framework for school leaders and community members to create supports and systems that set students up for success in what’s next. This might be career exploration, client-connected projects, internships, or entrepreneurial experiences.

But what it really comes down to is connecting learners to real-world experiences and people and helping them articulate the skills that they gain in the process. Along the way, we began to talk a lot about green jobs. Many of the pre-existing pathways in secondary schools point towards CTE programs and trades, which are more in demand than they’ve been in decades.

This coincides with a pivotal moment in the arc of infrastructure redesign and development, one that heavily emphasizes clean energy trajectories and transferable skills. Many of these jobs we refer to as green pathways or requiring some of these green skills.

One leading organization in this space is the Interstate Renewable Energy Council or IREC. I got to sit down with Cynthia Finley, the Vice President of Workforce Strategy at IREC to talk about green pathways and what IREC is doing to increase awareness and exposure of green jobs and skills.

“Deep Learning: Five New Superpowers of Higher Education” [Klitgaard] + other items re: AI in our learning ecosystems

On 07/19/2024, in Artificial Intelligence/Agents/LLMs/and Related, bots, Canvas - and other Instructure-related items, change, changing business models, CMS/LMS, colleges, community colleges, content development, aggregation, repositories, credentialing, digital learning, education, education technology, emerging technologies, engagement / engaging students, experimentation, future, future of higher education, game-changing environment, generational differences, higher education, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, interactivity, IT in HE, K-12 related, languages and translation, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning spaces, liberal arts, Natural Language Processing (NLP), personalized/customized learning, platforms, productivity / tips and tricks, professional development, student-related, teachers, teaching & learning, tools, United States, universities, vendors, vision/possibilities, voice recognition / voice enabled interfaces, by Daniel Christian

What aspects of teaching should remain human? — from hechingerreport.org by Chris Berdik
Even techno optimists hesitate to say teaching is best left to the bots, but there’s a debate about where to draw the line

ATLANTA — Science teacher Daniel Thompson circulated among his sixth graders at Ron Clark Academy on a recent spring morning, spot checking their work and leading them into discussions about the day’s lessons on weather and water. He had a helper: As Thompson paced around the class, peppering them with questions, he frequently turned to a voice-activated AI to summon apps and educational videos onto large-screen smartboards.

When a student asked, “Are there any animals that don’t need water?” Thompson put the question to the AI. Within seconds, an illustrated blurb about kangaroo rats appeared before the class.

Nitta said there’s something “deeply profound” about human communication that allows flesh-and-blood teachers to quickly spot and address things like confusion and flagging interest in real time.

Deep Learning: Five New Superpowers of Higher Education — from jeppestricker.substack.com by Jeppe Klitgaard Stricker
How Deep Learning is Transforming Higher Education

While the traditional model of education is entrenched, emerging technologies like deep learning promise to shake its foundations and usher in an age of personalized, adaptive, and egalitarian education. It is expected to have a significant impact across higher education in several key ways.
…
…deep learning introduces adaptivity into the learning process. Unlike a typical lecture, deep learning systems can observe student performance in real-time. Confusion over a concept triggers instant changes to instructional tactics. Misconceptions are identified early and remediated quickly. Students stay in their zone of proximal development, constantly challenged but never overwhelmed. This adaptivity prevents frustration and stagnation.

InstructureCon 24 Conference Notes — from onedtech.philhillaa.com by Glenda Morgan
Another solid conference from the market leader, even with unclear roadmap

The new stuff: AI
Instructure rolled out multiple updates and improvements – more than last year. These included many AI-based or focused tools and services as well as some functional improvements. I’ll describe the AI features first.

Sal Khan was a surprise visitor to the keynote stage to announce the September availability of the full suite of AI-enabled Khanmigo Teacher Tools for Canvas users. The suite includes 20 tools, such as tools to generate lesson plans and quiz questions and write letters of recommendation. Next year, they plan to roll out tools for students themselves to use.
…
Other AI-based features include.

- Discussion tool summaries and AI-generated responses…
- Translation of inbox messages and discussions…
- Smart search …
- Intelligent Insights…

Learning Ecosystems

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