An Opinionated Guide to Which AI to Use: ChatGPT Anniversary Edition — from oneusefulthing.org by Ethan Mollick
A simple answer, and then a less simple one.

If you are at all interested in generative AI and understanding what it can do and why it matters, you should just get access to OpenAI’s GPT-4 in as unadulterated and direct way as possible. Everything else comes after that.

Now, to be clear, this is not the free ChatGPT, which uses GPT-3.5.


America's Next Top Model LLMs in Educational Settings

1. America’s Next Top Model LLMs in Educational Settings

  • PDF
    Topics Discussed:
    Need for a Comprehensive Student-Centric Approach
    Collaboration between EdTech Companies and Educators
    Personalized Learning Orchestration
    Innovation and Agility of Startups vs. Resources of Big Tech
    The Essential Role of AI in Transforming Education
  • Video recording from Edtech Insiders

2. Hello, Mr. Chips: AI Teaching Assistants, Tutors, Coaches and Characters

  • PDF
    Topics discussed:
    Engagement and Co-Creation
    Educator Skills and AI Implementation
    Teacher Empowerment and Student Creativity
    Efficacy and Ethical Concerns
  • Video recording from Edtech Insiders

He Was Falsely Accused of Using AI. Here’s What He Wishes His Professor Did Instead | Tech & Learning — from techlearning.com by Erik Ofgang
When William Quarterman was accused of submitting an AI-generated midterm essay, he started having panic attacks. He says his professor should have handled the situation differently.


Teaching: Practical AI strategies for the classroom — from chronicle.com by Beckie Supiano and Luna Laliberte

Here are several strategies you can try.

  • Quick Hits: Several presenters suggested exercises that can be quick, easy, and fun for students. Invite your class to complete a Mad Libs using ChatGPT. It’s a playful way to leverage ChatGPT’s ability to predict the next word, giving students insight into how generative AI works on a fundamental level. You can also have your students use ChatGPT to rewrite their own writing in the tone and style of their favorite writers. This exercise demonstrates AI’s ability to mimic style and teaches students about adopting different tones in writing.
  • Vetting Sources
  • Grade ChatGPT
  • Lead by Example  

Embracing Artificial Intelligence in the Classroom — from gse.harvard.edu; via Alex Webb at Bloomberg
Generative AI tools can reflect our failure of imagination and that is when the real learning starts


Class Disrupted S5 E3: The Possibilities & Challenges of Artificial Intelligence in the Classroom — from the74million.org by Michael B. Horn & Diane Tavenner
AI expert and Minerva University senior Irhum Shafkat joins Michael and Diane to discuss where the technology is going.


Schools urged to teach children how to use AI from age of 11 — from news.sky.com by Tom Acres
Artificial intelligence tools such as ChatGPT are being used by children to help with homework and studying – and there are calls for it to become a central part of the school curriculum.

Excerpt (emphasis DSC):

Schools have been urged to teach children how to use AI from the age of 11 as the technology threatens to upend the jobs market.

Rather than wait for pupils to take up computer science at GCSE, the British Computer Society (BCS, The Chartered institute for IT) said all youngsters need to learn to work with tools like ChatGPT.

The professional body for computing wants a digital literary qualification to be introduced, with a strong focus on artificial intelligence and its practical applications.

An understanding of AI should also become a key part of teacher training and headteacher qualifications, it added.


Improving Your Teaching With an AI Coach — from edutopia.org by Stephen Noonoo
New tools are leveraging artificial intelligence to help teachers glean insights into how they interact with students.


COMMENTARY
Embracing artificial intelligence in the workforce starts with higher education — from nebraskaexaminer.com by Jaci Lindburg and Cassie Mallette

When students can understand the benefit of using it effectively, and learn how to use AI to brainstorm, problem solve, and think through decision making scenarios, they can work more efficiently, make difficult decisions faster and improve a company’s production output.

It is through embracing the power and potential of AI that we can equip our students with future-ready skills. Through intentional teaching strategies that guide students to think creatively about how to use AI in their work, higher education can ensure that students are on the cutting edge in terms of using advancing technologies and being workforce ready upon graduation.

Also see:

The ChatGPT/AI Prompt Book is a resource for the UNO community that demonstrates how students can use AI in their studies and how faculty can incorporate it into their courses and daily work. The goal: to teach individuals how to be better prompt engineers and develop the skills needed to utilize this emerging technology as one of the many tools available to them in the workforce.


Two Ideas for Teaching with AI: Course-Level GPTs and AI-Enhanced Polling — from derekbruff.org by Derek Bruff

Excerpt (emphasis DSC):

Might we see course-level GPTs, where the chatbot is familiar with the content in a particular course and can help students navigate and maybe even learn that material? The answer is, yes and they’re already here. Top Hat recently launched Ace, an AI-powered learning assistant embedded in its courseware platform. An instructor can activate Ace, which then trains itself on all the learning materials in the course. Students can then use Ace as a personal tutor of sorts, asking it questions about course material.

Ace from Top Hat -- empowering educators and students with a human-centered application of AI


Reflections On AI Policies in Higher Education — from jeppestricker.substack.com by Jeppe Klitgaard Stricker
And Why First-Hand Generative AI Experience is Crucial for Leadership

AI is already showing far-reaching consequences for societies and educational institutions around the world. It is my contention that it is impossible to set strategic direction for AI in higher education if you haven’t yet tried working with the technology yourself. The first wave of overwhelming, profound surprise simply cannot be outsourced to other parts of the organization.

I mention this because the need for both strategic and operational guidance for generative AI is growing rapidly in higher education institutions. Without the necessary – and quite basic – personal generative AI experience, however, it becomes difficult for leadership to meaningfully direct and anchor AI in the organization.

And without clear guidance in place, uncertainty arises for all internal stakeholders about expectations and appropriate uses of AI. This makes developing an institutional AI policy not just sensible, but necessary.




A free report for educational leaders and policymakers who want to understand the AI World — from stefanbauschard.substack.com by Stefan Bauschard
And the immediate need for AI literacy

Beyond synthesizing many ideas from educational theory and AI deep learning, the report provides a comprehensive overview of developments in the field of AI, including current “exponential advances.” It’s updated through the release of Gemini and Meta’s new “Seamless” translation technology that arguably eliminates the need for most translators, and probably even the need to learn to speak another language for most purposes.

We were a mere 18 hours too late from covering an entire newscast (and news channel) that is produced with AI in a way that creates representations that are indistinguishable from what is “real” (see below) though it super-charges our comprehensive case and immediate AI literacy.

We also provide several suggestions and a potential roadmap for schools to help students prepare for an AI World where computers are substantialy smarter than them in many ways.

 

Google hopes that this personalized AI -- called Notebook LM -- will help people with their note-taking, thinking, brainstorming, learning, and creating.

Google NotebookLM (experiment)

From DSC:
Google hopes that this personalized AI/app will help people with their note-taking, thinking, brainstorming, learning, and creating.

It reminds me of what Derek Bruff was just saying in regards to Top Hat’s Ace product being able to work with a much narrower set of information — i.e., a course — and to be almost like a personal learning assistant for the course you are taking. (As Derek mentions, this depends upon how extensively one uses the CMS/LMS in the first place.)

 

Educational practices to identify and support students experiencing homelessness — from edresearchforaction.org by Alexandra Pavlakis, J. Kessa Roberts, Meredith Richards, Kathryn Hill, and Zitsi Mirakhur

The EdResearch for Action Overview Series summarizes the research on key topics to provide K-12 education decision makers and advocates with an evidence base to ground discussions about how to best serve students. Authors – leading experts from across the field of education research – are charged with highlighting key findings from research that provide concrete, strategic insight on persistent challenges sourced from district and state leaders.

Central Question
What evidence-based practices can schools and districts implement to identify and support students experiencing homelessness?

 

When Educators and Employers Work Together, Students Succeed — from hbsp.harvard.edu by Joseph Fuller and Manjari Raman

(Emphasis below from DSC)

Last year, in “The Partnership Imperative,” we put forth a set of more than 40 best practices that employers and educators can use to develop a close collaboration. As part of that effort, we identified three main goals and laid out strategies for achieving each.

  1. Partner with each other to offer training and education that is aligned with industry needs. (DSC: Similar to how Instructional Designers want alignment with learning objectives, learning activities, and assessments of learning.)
  2. Establish relationships with each other that result in the recruitment and hiring of students and graduates.
  3. Make supply-and-demand decisions that are informed by the latest data and trends.

From DSC:
Under #1, their strategies include:

Cocreate and regularly update college curriculums so that they reflect relevant technical and foundational skills based on industry needs. Codesign programs that fit with students’ lives and industry hiring cycles. Incorporate classroom experiences that simulate real-world settings and scenarios.

I see AI being able to identify what those changing, currently sought-after, and foundational skills are based on industry needs (which shouldn’t be hard, and vendors like Microsoft are already doing this by combing through the posted job descriptions on their platforms). These findings/results will help build regularly updated learning playlists and should provide guidance to learning-related organizations/groups/individuals/teams on what content to develop and offer  (i.e., courses/learning modules/micro-learning-based streams of content, other).

 

Why Entrepreneurship Might Save Our Kids—and the Rest of Us. — from gettingsmart.com by Katie Kimbrell

Key Points (emphasis DSC):

  • We need to be asking our students “How did you put your ideas into the world today?”.
  • To be human is to be entrepreneurial.

One of my favorite mom friends asks her young school-aged kids every day, “What did you make today?”

I love how subtly subversive this question is. Not, “How was school today?” “Were you good today?” or, “How’s [insert school subject] going?” But, How did you put your ideas out into the world today?” 

That simple question understands this fundamental truth: to be human is to create, to employ our imaginations and partake in forming the world we want to live in.


Microschool in a Box: Programs Enabling the Microschool Movement — from gettingsmart.com by Nate McClennen

Key Points

  • Microschools are not new. In fact, they are as old as learning itself.
  • Funding and operations can be difficult within a microschool model. Programs and other organizations can support planning, design and implementation.

Microschools are meeting strong market demand for more personalized, more contextualized and more relevant learning for every student. Programs like ASU Prep’s Microschool in a Box make it possible for more learners to become future-ready with access to affordable, relational microschool learning.

Nate McClennen


The Science of Classroom Design — from edutopia.org by Youki Terada and Stephen Merrill
Our comprehensive, all-in, research-based look at the design of effective learning spaces.

Topics include:

  • Light
  • Ventilation and air quality
  • Complexity and color
  • Data walls
  • Nature, plants, and greenery
  • Representation
    • Students can experience representation in classrooms by seeing their own or peers’ artifacts on walls and in shared virtual spaces, or by being exposed to images and references that mirror their interests, passions, and backgrounds.
  • Flexibility
  • Learning differences and neurodivergence
  • Heat
  • Acoustics/noise
  • Seating arrangements
  • Learning Zones

Addendum on 12/1/23:

 

From NPR -- The Student Podcast Challenge

We’re inviting students from around the country to make a podcast and compete for a chance to have their work featured on NPR.

Students in fifth grade through college are eligible to participate, but the rules vary depending on your grade. 

Make your voice heard! Be a part of NPR’s Student Podcast Challenge!

 

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.

 
© 2025 | Daniel Christian