Solving the early intervention staffing crisis — from hechingerreport.org by Sarah Carr

Eighty-seven percent of states lack enough speech language pathologists to reach all the infants and toddlers in need. Eighty-two percent suffer from physical therapist shortages. And among the service coordinators who organize critical therapies for America’s youngest children, the turnover rate is a stunning 42 percent, according to information compiled by the IDEA Infant and Toddler Coordinators Association from a survey that had 45 state respondents. (The K-12 teacher turnover rate, by contrast, only reached a mere 10 percent during the pandemic.)

With all the attention recently to the teacher and child care worker shortages in communities across America, the sector facing the most severe crisis has received comparatively little notice from policy makers, the media or the general public: those providing critical early intervention therapies for children under age 3 with developmental delays.

 

 

9 Tips for Using AI for Learning (and Fun!) — from edutopia.org by Daniel Leonard; via Donna Norton on X/Twitter
These innovative, AI-driven activities will help you engage students across grade levels and subject areas.

Here are nine AI-based lesson ideas to try across different grade levels and subject areas.

ELEMENTARY SCHOOL

AI-generated Animated Drawing of artwork

Courtesy of Meta AI Research
A child’s drawing (left) and animations created with Animated Drawings.

.

1. Bring Student Drawings to Life: Young kids love to sketch, and AI can animate their sketches—and introduce them to the power of the technology in the process.

HIGH SCHOOL

8. Speak With AI in a Foreign Language: When learning a new language, students might feel self-conscious about making mistakes and avoid practicing as much as they should.


Though not necessarily about education, also see:

How I Use AI for Productivity — from wondertools.substack.com by Jeremy Caplan
In this Wonder Tools audio post I share a dozen of my favorite AI tools

From DSC:
I like Jeremy’s mentioning the various tools that he used in making this audio post:

 

Where a developing, new kind of learning ecosystem is likely headed [Christian]

From DSC:
As I’ve long stated on the Learning from the Living [Class]Room vision, we are heading toward a new AI-empowered learning platform — where humans play a critically important role in making this new learning ecosystem work.

Along these lines, I ran into this site out on X/Twitter. We’ll see how this unfolds, but it will be an interesting space to watch.

Project Chiron's vision: Our vision for education Every child will soon have a super-intelligent AI teacher by their side. We want to make sure they instill a love of learning in children.


From DSC:
This future learning platform will also focus on developing skills and competencies. Along those lines, see:

Scale for Skills-First — from the-job.beehiiv.com by Paul Fain
An ed-tech giant’s ambitious moves into digital credentialing and learner records.

A Digital Canvas for Skills
Instructure was a player in the skills and credentials space before its recent acquisition of Parchment, a digital transcript company. But that $800M move made many observers wonder if Instructure can develop digital records of skills that learners, colleges, and employers might actually use broadly.

Ultimately, he says, the CLR approach will allow students to bring these various learning types into a coherent format for employers.

Instructure seeks a leadership role in working with other organizations to establish common standards for credentials and learner records, to help create consistency. The company collaborates closely with 1EdTech. And last month it helped launch the 1EdTech TrustEd Microcredential Coalition, which aims to increase quality and trust in digital credentials.

Paul also links to 1EDTECH’s page regarding the Comprehensive Learning Record

 

“We need more high-impact learning practices in prison” — from college-inside.beehiiv.com by Charlotte West
Internships, apprenticeships, and work learning opportunities allow incarcerated students to keep learning after they graduate.

Maine and other states like Colorado are trying to tackle this issue through internships and employment opportunities that allow incarcerated students and graduates to put their professional knowledge and skills into practice — and in some cases, earn a living wage while doing so.

Employment and professional training opportunities inside were a major theme at the 2023 National Conference for Higher Education in Prison, where 800 educators, administrators, students and alumni from dozens of prison education programs gathered in Atlanta, Georgia last week.

 


When schools and families go to court over special education, everyone loses — from wfyi.org by Lee Gaines

While federal law mandates public schools provide an appropriate education to students with disabilities, it’s often up to parents to enforce it.

Schwarten did what few people have the resources to do: she hired a lawyer and requested a due process hearing. It’s like a court case. And it’s intended to resolve disputes between families and schools over special education services.

It’s also a traumatic and adversarial process for families and schools that can rack up hundreds of thousands of dollars in legal fees and destroy relationships between parents and district employees. And even when families win, children don’t always get the public education they deserve.


Future of Learning: Native American students have the least access to computer science — from The Hechinger Report by Javeria Salman

But computer science lessons like the ones at Dzantik’i Heeni Middle School are relatively rare. Despite calls from major employers and education leaders to expand K-12 computer science instruction in response to the workforce’s increasing reliance on digital technology, access to the subject remains low — particularly for Native American students.

Only 67 percent of Native American students attend a school that offers a computer science course, the lowest percentage of any demographic group, according to a new study from the nonprofit Code.org. A recent report from the Kapor Foundation and the American Indian Science and Engineering Society, or AISES, takes a deep look at why Native students’ access to computer and technology courses in K-12 is so low, and examines the consequences.


The Case for Andragogy in Educator Development — from Dialogic #341 by Tom Barrett

Understanding the Disconnect
We often find ourselves in professional development sessions that starkly contrast with the interactive and student-centred learning environments we create. We sit as passive recipients rather than active participants, receiving generic content that seldom addresses our unique experiences or teaching challenges.

This common scenario highlights a significant gap in professional development: the failure to apply the principles of adult learning, or andragogy, which acknowledges that educators, like their students, benefit from a learning process that is personalised, engaging, and relevant.

The irony is palpable — while we foster environments of inquiry and engagement in our classrooms, our learning experiences often lack these elements.

The disconnect prompts a vital question: If we are to cultivate a culture of lifelong learning among our students, shouldn’t we also embody this within our professional growth? It’s time for the professional development of educators to reflect the principles we hold dear in our teaching practices.

 

From DSC:
The following item from The Washington Post made me ask, “Do we give students any/enough training on email etiquette? On effective ways to use LinkedIn, Twitter/X, messaging, other?”


You’re emailing wrong at work. Follow this etiquette guide. — from washingtonpost.com by Danielle Abril
Get the most out of your work email and avoid being a jerk with these etiquette tips for the modern workplace

Most situations depend on the workplace culture. Still, there are some basic rules. Three email and business experts gave us tips for good email etiquette so you can avoid being the jerk at work.

  • Consider not sending an email
  • Keep it short and clear
  • Make it easy to read
  • Don’t blow up the inbox
  • …and more

From DSC:
I would add to use bolding, color, italics, etc. to highlight and help structure the email’s key points and sections.


 

In Memphis, A New School Graduates Its First Class — from samchaltain.substack.com by Sam Chaltain
And a new documentary film captures it all…

Crosstown High: Rethink High School

Crosstown High is a learner-centered public charter school that engages students in meaningful, project-based work and authentic relationships that will prepare them to be self-directed, lifelong learners. We are located inside Crosstown Concourse, a landmark adaptive reuse development project in the heart of Memphis.

Also relevant/see:

 

How to read an IEP: 5 things teachers should look for — from understood.org by Amanda Morin

Have you ever read through a student’s Individualized Education Program (IEP) and felt unsure about what to focus on?

Every general education teacher will have students with IEPs in class at some point. That’s why knowing how to read and understand an IEP is so important. If you’re called on to attend an IEP meeting, you may even help create the IEP.

There are best practices for getting the most important information from an IEP. Here are five key things to be on the lookout for when you read an IEP and how they apply to your classroom.

From DSC:
If you think teaching and learning is easy, you ought to try putting together a few IEPs and/or attend a few meetings where IEPs are being discussed and updated. Wow! You get a glimpse of how many needs are out there — and will better appreciate the scope/variety of the needs.

If you ever need to be humbled, attend an IEP meeting.


Also from understood.org, see:

What can teachers say when families raise concerns about their child? — from understood.org by Gretchen Vierstra, MA

When families have concerns about their child, they may come to you, their child’s teacher, for support. They may have recently noticed a behavior that’s out of the ordinary for their child. Or they may have observed a pattern of behaviors over time.

Families may turn to you as they seek out answers. This is especially true if you’ve built a relationship of communication and partnership from the beginning of the school year. This foundation will help families feel more comfortable sharing their concerns with you. How can you make the conversation as supportive and productive as possible?

Classroom accommodations for sensory processing challenges — from understood.org by Amanda Morin
Sensory processing challenges can make learning in a classroom tough. Learn about accommodations that can help.

Students with sensory processing challenges have trouble managing everything their senses are taking in. At school, they often have to cope with sounds, smells, textures, and other sensations that get in the way of learning.

What classroom accommodations can help students with trouble processing sensory information? Here are some strategies.

 


Teaching writing in the age of AI — from the Future of Learning (a Hechinger Report newsletter) by Javeria Salman

ChatGPT can produce a perfectly serviceable writing “product,” she said. But writing isn’t a product per se — it’s a tool for thinking, for organizing ideas, she said.

“ChatGPT and other text-based tools can’t think for us,” she said. “There’s still things to learn when it comes to writing because writing is a form of figuring out what you think.”

When students could contrast their own writing to ChatGPT’s more generic version, Levine said, they were able to “understand what their own voice is and what it does.”




Grammarly’s new generative AI feature learns your style — and applies it to any text — from techcrunch.com by Kyle Wiggers; via Tom Barrett

But what about text? Should — and if so, how should — writers be recognized and remunerated for AI-generated works that mimic their voices?

Those are questions that are likely to be raised by a feature in Grammarly, the cloud-based typing assistant, that’s scheduled to launch by the end of the year for subscribers to Grammarly’s business tier. Called “Personalized voice detection and application,” the feature automatically detects a person’s unique writing style and creates a “voice profile” that can rewrite any text in the person’s style.


Is AI Quietly Weaving the Fabric of a Global Classroom Renaissance? — from medium.com by Robert the Robot
In a world constantly buzzing with innovation, a silent revolution is unfolding within the sanctuaries of learning—our classrooms.

From bustling metropolises to serene hamlets, schools across the globe are greeting a new companion—Artificial Intelligence (AI). This companion promises to redefine the essence of education, making learning a journey tailored to each child’s unique abilities.

The advent of AI in education is akin to a gentle breeze, subtly transforming the academic landscape. Picture a classroom where each child, with their distinct capabilities and pace, embarks on a personalized learning path. AI morphs this vision into reality, crafting a personalized educational landscape that celebrates the unique potential harbored within every learner.


AI Books for Educators — from aiadvisoryboards.wordpress.com by Barbara Anna Zielonka

Books have always held a special place in my heart. As an avid reader and AI enthusiast, I have curated a list of books on artificial intelligence specifically tailored for educators. These books delve into the realms of AI, exploring its applications, ethical considerations, and its impact on education. Share your suggestions and let me know which books you would like to see included on this list.


SAIL: ELAI recordings, AI Safety, Near term AI/learning — by George Siemens

We held our fourth online Empowering Learners for the Age of AI conference last week. We sold out at 1500 people (a Whova and budget limit). The recordings/playlist from the conference can now be accessed here.

 
 

More colleges are resetting tuition. Does the strategy work? — from highereddive.com by Danielle McLean
Some institutions have seen short-term enrollment gains from slashing their sticker prices, but the strategy doesn’t guarantee a turnaround.

But as more colleges take the tuition reset plunge, questions around the effectiveness of strategy remain. Some colleges have seen immediate and long-term benefits from the practice, with surging enrollments and applications. However, for many colleges, that growth tapered off over the next few years. And the resets were not enough to turn around the financial fortunes of every college.

“For some schools, they did it and maybe they were too far gone,” said Lucie Lapovsky, an economist and higher education consultant who’s worked with colleges on tuition resets. “Most of our private colleges in this country are challenged right now. It’s not easy.”


Student loan repayments have resumed. Here’s 4 charts that break down American educational debt — from cnn.com by Alex Leeds

As student loan payments resume this month, more than 43 million Americans carrying that debt saw the end of more than three years of relief from monthly payments. But the financial landscape in which they resume payments has shifted.

Researchers are still working to understand the impact that the pause had on borrowers’ finances, said Jonathan Glater, a professor at Berkeley Law and co-founder of the Student Loan Law Initiative.

“People who are precarious at the outset…will also be financially more precarious when the payment obligations resume,” Glater said.

Since 2003, student debt has been the fastest-growing form of household debt, increasing more than 500% over the two decades, far more than increases in mortgage and auto debt that occurred over the same period, according to data from the New York Federal Reserve Bank.

 

Advice From More than A Decade of Career Pathway Innovation — from gettingsmart.com by Hilary Sontag and Kerri McDermid

A student uses a drill press to work on an engineering project.

Excerpt:

With nearly 15 years of experience in building and leading career-connected learning initiatives, St. Vrain offers a roadmap for districts of all sizes who are beginning the journey to create their own pathways of opportunity for students.

Over the past decade, St. Vrain Valley Schools has launched more than two dozen career pathways and now has a goal to offer quality work-based learning experiences for every graduate. As staff have developed these opportunities, St. Vrain has seen significant increases in graduation rates – approximately 94 percent of St. Vrain students graduate high school in four years – and a significant decrease in dropout rates to less than one percent of students. Graduation rates among our Hispanic students have increased by 30 percentage points, almost completely eliminating graduation rate gaps between all students and students of color. St. Vrain’s post-pandemic achievement has also accelerated at a remarkable pace. Building career-connected programming, and offering it as early and broadly as possible, has demonstrated a compelling case for the effectiveness of career pathways in accelerating achievement and student success.


The value of hands-on learning in prison — from college-inside.beehiiv.com  by Charlotte West
Women in Washington reflect on their experience with a pre-apprenticeship that introduces them to the trades.

When I visited the prison in May, Brittany Wright had plans to go down to the Cement Masons & Plasterers Local Union 528 in Seattle when she got out a few days later. She’s now an apprentice working on a light rail expansion project for Sound Transit, making $31 an hour plus benefits. “I’m a little nervous, but more excited to get out there and actually start using the trades,” she told me at the time. “They seem like they’re willing to work with me. And that’s all that matters.”

 

How Have Schools Improved Since the Pandemic? What Teachers Had to Say — from the74million.org by Cory Beets
Educator’s view: In technology, mental health, and nurturing and solutions-oriented environments, COVID provided lessons schools have taken to heart.

In doing research for my Ph.D. program, I sought out the perspectives of five teachers through informal conversations about how schools have improved since the pandemic. Four themes emerged.

From DSC:
To add another positive to the COVID-19 picture…

Just like COVID-19 did more for the advancement of online learning within our learning ecosystems than 20+ years of online learning development, COVID-19 may have done more to move our younger learners along the flexibility route that will serve them well in their futures. That is, with today’s exponential pace of change, we all need to be more agile and flexible — and be able to reinvent ourselves along the way. The type of learning that our K-12ers went through during COVID-19 may have been the most helpful thing yet for their future success and career development. They will need to pivot, adapt, and take right turn after right turn. 

 

Thinking with Colleagues: AI in Education — from campustechnology.com by Mary Grush
A Q&A with Ellen Wagner

Wagner herself recently relied on the power of collegial conversations to probe the question: What’s on the minds of educators as they make ready for the growing influence of AI in higher education? CT asked her for some takeaways from the process.

We are in the very early days of seeing how AI is going to affect education. Some of us are going to need to stay focused on the basic research to test hypotheses. Others are going to dive into laboratory “sandboxes” to see if we can build some new applications and tools for ourselves. Still others will continue to scan newsletters like ProductHunt every day to see what kinds of things people are working on. It’s going to be hard to keep up, to filter out the noise on our own. That’s one reason why thinking with colleagues is so very important.

Mary and Ellen linked to “What Is Top of Mind for Higher Education Leaders about AI?” — from northcoasteduvisory.com. Below are some excerpts from those notes:

We are interested how K-12 education will change in terms of foundational learning. With in-class, active learning designs, will younger students do a lot more intensive building of foundational writing and critical thinking skills before they get to college?

  1. The Human in the Loop: AI is built using math: think of applied statistics on steroids. Humans will be needed more than ever to manage, review and evaluate the validity and reliability of results. Curation will be essential.
  2. We will need to generate ideas about how to address AI factors such as privacy, equity, bias, copyright, intellectual property, accessibility, and scalability.
  3. Have other institutions experimented with AI detection and/or have held off on emerging tools related to this? We have just recently adjusted guidance and paused some tools related to this given the massive inaccuracies in detection (and related downstream issues in faculty-elevated conduct cases)

Even though we learn repeatedly that innovation has a lot to do with effective project management and a solid message that helps people understand what they can do to implement change, people really need innovation to be more exciting and visionary than that.  This is the place where we all need to help each other stay the course of change. 


Along these lines, also see:


What people ask me most. Also, some answers. — from oneusefulthing.org by Ethan Mollick
A FAQ of sorts

I have been talking to a lot of people about Generative AI, from teachers to business executives to artists to people actually building LLMs. In these conversations, a few key questions and themes keep coming up over and over again. Many of those questions are more informed by viral news articles about AI than about the real thing, so I thought I would try to answer a few of the most common, to the best of my ability.

I can’t blame people for asking because, for whatever reason, the companies actually building and releasing Large Language Models often seem allergic to providing any sort of documentation or tutorial besides technical notes. I was given much better documentation for the generic garden hose I bought on Amazon than for the immensely powerful AI tools being released by the world’s largest companies. So, it is no surprise that rumor has been the way that people learn about AI capabilities.

Currently, there are only really three AIs to consider: (1) OpenAI’s GPT-4 (which you can get access to with a Plus subscription or via Microsoft Bing in creative mode, for free), (2) Google’s Bard (free), or (3) Anthropic’s Claude 2 (free, but paid mode gets you faster access). As of today, GPT-4 is the clear leader, Claude 2 is second best (but can handle longer documents), and Google trails, but that will likely change very soon when Google updates its model, which is rumored to be happening in the near future.

 
© 2025 | Daniel Christian