Students need freedom to develop critical skills with edtech

My first question when working with teachers and the technology they have available in their classrooms is, “what do you want the kids to create?”

And when we look at the 4 Shifts protocol, this question from the technology infusion section is also essential:

Does technology add value so that students can do their work in better or different ways than are possible without technology?

– 4 shifts protocol

When students can use technology to create, I hope they have been equipped with the necessary training to use that technology effectively. Otherwise, there’s trouble.

I’ve come to the realization that technology will have its greatest impact in the classroom when educators allow learners to use digital technology as a self-directed learning tool. This means not just providing students with laptops and online resources, but ensuring they have the necessary skills to find, validate, apply, and curate the vast amount of information now available to them.

Rick Cave, eSchool News

How the 4 Shifts Protocol Supports Teachers in Providing Deeper Learning Opportunities for Students

I’ve had the pleasure of working with a small cohort of teachers this year to redesign lessons for deeper learning opportunities. I called it the “Future Shift Fellowship” for two reasons: 1) I hoped that this group would begin moving our district into the future by focusing on student-centered lesson design and 2) we would be using the 4 Shifts protocol to guide our work.

To say that I’m pleased with what we’ve done this year would be an understatement. Each of the members of the cohort has stepped far beyond their comfort zone with their work. And, if you asked their students, I’m sure you’d hear how much they appreciate the opportunities for learning.

But you may be asking why we used the 4 Shifts for this work?

I’m happy to explain…

Whenever I work with teachers, my number one thought is that whatever we do together must be easy to implement. Teachers have little or no time to spend on new strategies or techniques in the classroom once the school year begins. Their days are filled with so many tasks beyond just those of teaching students that it’s difficult to squeeze in learning, even when there are demonstrable benefits to that learning.

So, any changes must be easy to make. Also, if the changes made can provide a visible impact on student learning, whether that be in the form of student engagement, assessment, or simply just changing how students talk about learning and school, then the changes are worth the time.

These two reasons above all others are why I chose to use the 4 Shifts protocol to guide the work of our fellowship.

The 4 Shifts Protocol, designed by Scott McLeod and Julie Graber, is a comprehensive framework that aims to help educators transition from traditional teaching methods to more modern, student-centered approaches that promote deeper learning opportunities. The protocol focuses on four key shifts: deeper thinking and learning, authentic work, student agency and personalized learning, and technology infusion.

  1. Deeper Thinking and Learning: This shift encourages teachers to design activities that require students to engage in higher-order thinking skills, such as analysis, evaluation, and creation, rather than just memorization and recall. By doing so, students develop critical thinking abilities and become more adept at problem-solving and decision-making.
  2. Authentic Work: The protocol emphasizes the importance of connecting classroom activities to real-world situations and contexts. This shift encourages teachers to create tasks with a genuine purpose, audience, and impact beyond the classroom, fostering relevance and meaningful student learning experiences.
  3. Student Agency and Personalized Learning: This shift focuses on providing opportunities for students to take ownership of their learning and make choices about what and how they learn. Teachers are encouraged to create learning environments that support individual learning preferences and needs, allowing students to progress at their own pace and follow their interests.
  4. Technology Infusion: The protocol recognizes the power of technology in enhancing learning experiences and facilitating the other three shifts. Teachers are encouraged to integrate technology tools and resources into their instruction, allowing students to access information, collaborate with peers, and demonstrate their learning in innovative ways.

By implementing the 4 Shifts Protocol, teachers can create more engaging and meaningful learning experiences for their students, fostering a deeper understanding and long-lasting knowledge. This approach prepares students for success in the modern world and cultivates a love for learning and a growth mindset.

Does the 4 Shifts protocol answer all the questions? Of course not. In fact, sometimes you have more questions than you started with after working through the protocol. This is why it is key to only focus on one of the shifts at a time when redesigning your lessons.

You could change a lesson to the super ultimate checks all-the-boxes learning experience in one go, but you and your students would likely be so exhausted and confused from all the changes that any benefit would be lost.

But, the protocol gives you the structure to make small changes to your lessons, whether you are a classroom teacher or an instructional coach working with teachers to make the changes.

I can’t think of a better tool to use to begin moving toward more student-centered learning.



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All your base are belong to us

Hey, y’all. We’re nearing the end of March, and for many public schools, that means Spring Break is near (or maybe already arrived). It’s a very busy time for educators as one school year ends, and plans for the next are already taking shape.

My hope for you as we approach the end of another school year is that you take the time to take care of yourself. You cannot pour from an empty cup, and it’s easy to get caught up in all the things at the end of the school year.

atomic habits by james clear

Take a beat, catch a deep breath, and center yourself. Rediscover what is really important to you and what you can control.

“We have so little control over our lives. The only thing we can really control is what we spend our days on.” – Austin Kleon

Anyways, here are ten things I thought were worth sharing with you this week:

10 Things Worth Sharing

  1. I worked with a senior English class this week, showing them some AI tools. They might write a book.
  2. Here’s a curated list of prompts, tools, and resources regarding the GPT-4 language model.
  3. Wanna learn financial literacy? This 300-page book was written completely with ChatGPT.
  4. The TikTok trial is a mess and is only proving that the US government is targeting this specific company over other social media platforms. Any issues with TikTok are the same with Facebook, Instagram, Snap, and many others.
  5. What is the right amount of agency to give to learners during their interactions with EdTech? Blog post and paper
  6. Are you a Wordle fan? I’m totally not, but I’ve also never liked Scrabble. Not that you care. Here’s Every Possible Wordle Solution Visualized
  7. An AI course creator – according to the page: “Start with a description and let AI-Assistant offer title and outline suggestions.”
  8. You might be violating copyright in your classroom. Maybe.
  9. Bill Gates explains why AI is as revolutionary as personal computers, mobile phones, and the Internet, and he gives three principles for how to think about it. Also, he recommends this book, this book, and this book as helpful in shaping his own thinking about AI.
  10. An Introvert’s Field Guide to Friendship: Thoreau on the Challenges and Rewards of the Art of Connection
rocking the boat
Rocking the Boat by Debra Meyerson

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Quotes, Mindfulness, & Adventure

Hey, y’all.

This week, I’m thinking about taking care of myself while preparing for the new school year. It’s late February, and the ramp-up for the new school year is here. Meetings, quick chats, emails, and video conferences fill the calendars of many school leaders this time of year, not to mention the very sudden increase in conferences filled with pitches from every company under the sun.

When this happens, I try to remain grounded and keep doing the things I know will apply a little salve to my soul.

As such, here are 10 quotes this week to give you something to think about, something to comfort you, or something to inspire you.

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10 Things Worth Sharing

  1. “Truly clever things are said with short words. Long ones are used to hide stupidity.” (Joe Abercrombie, A Little Hatred)
  2. “Evidence of a traditional professional learning model: Decreased teacher attendance on in-service days. The experience is fully planned by the administration in a top-down approach, with little to no teacher involvement. The experience is designed with a one-size-fits-all approach. A mass exodus occurs when the required time is up. There is little opportunity for teacher feedback on the experience. Professional learning is viewed as a set number of hours or calendar days per year. Accountability is measured in hours—not in progress or outcomes over time. Supervision conversations focus on experiences attended and hours earned—not on the transformation of instructional pedagogy. Professional learning is viewed solely as a district responsibility.” (Eric C. Sheninger, Thomas C. Murray, Learning Transformed)
  3. “We don’t need to get rid of all our possessions, but we should constantly question what we own, why we own it, and whether we could do without.” (Ryan Holiday, Stillness Is the Key)
  4. “My greatest successes came from decisions I made when I stopped thinking and simply did what felt right. Even if there was no good explanation for what I did.” (Patrick Rothfuss, The Name of the Wind)
  5. “In your whole life nobody has ever abused you more than you have abused yourself.” (Don Miguel Ruiz, Janet Mills, The Four Agreements)
  6. “Time magnifies the margin between success and failure. It will multiply whatever you feed it. Good habits make time your ally. Bad habits make time your enemy.” (James Clear, Atomic Habits)
  7. “Games make us happy because they are hard work that we choose for ourselves, and it turns out that almost nothing makes us happier than good, hard work.” (Jane McGonigal, Reality Is Broken)
  8. “No matter how good you were, someone was better. Live by that knowledge, and you would never grow so confident that you became sloppy.” (Brandon Sanderson, The Emperor’s Soul)
  9. “The key to developing a deep work habit is to move beyond good intentions and add routines and rituals to your working life designed to minimize the amount of your limited willpower necessary to transition into and maintain a state of unbroken concentration.” (Cal Newport, Deep Work)
  10. “Most of us have two lives. The life we live, and the unlived life within us. Between the two stands Resistance.” (Steven Pressfield, The War of Art)

Thanks for reading. This newsletter is a completely reader-supported publication. The best way to support it is to check out my recommendations or become a paid subscriber.

Engaging Students with AI

While some parts of the education world are well on their way to banning everything related to AI, some of us are excited about the potential of showing students a tool that can drastically increase productivity and expand options for students to express their creativity and demonstrate learning.

One of the teachers in my teacher fellowship asked me about introducing the process of developing and marketing a mobile app to her third-grade students. They are working on a unit about economics.

I’m a fan of the 5E lesson planning framework. If you’re unfamiliar, The 5E lesson plan is a widely used instruction model consisting of five phases: Engage, Explore, Explain, Elaborate, and Evaluate.

During the engage phase, teachers can use various strategies to encourage students to discover more about the topic, such as an attention-grabbing hook, a thought-provoking question, or a hands-on activity. The engage phase’s goal is to create an atmosphere of curiosity and excitement, as well as to set the tone for the rest of the lesson.

I thought about creating something for the first part of this 5E framework to get the students interested in the topic of mobile app development. Perhaps a little video of a mobile app developer giving students an overview of the process?

I know access to mobile app developers is easy to come by for schools in large cities, but my schools aren’t in a large city. And I don’t have any contacts immediately available to speak to a class, whether in-person or remotely.

Which, if you weren’t aware, is the situation that so very many schools deal with every day. Access to experts in some fields isn’t readily available.

But there’s a solution.

With a little help from a few AI tools, here’s what I did…

Writing a Video Script with AI

I began by using a tool I had just learned about called TeacherBot. The folks at TeacherBot aim to “build the tool every teacher deserves.” You enter an idea into the prompt space, and TeacherBot gives you a useful output.

The TeacherBot user interface
The TeacherBot user interface

I aimed to create a script for an overview video of the mobile app development process. Here’s the prompt I gave TeacherBot to begin:

You are a software programmer. You need to introduce the concepts of coding an app for Apple’s iOS to a group of third-grade students in the United States. Create a story talking about the different phases of mobile app design and development.

I asked for a “story” and specified third-grade students to hopefully keep the response at an appropriate grade level for the students

Here’s what TeacherBot gave me in return:

TeacherBot response to prompt
TeacherBot response to prompt

Is it rudimentary? Yes. But, it is designed for a 3rd-grade audience. And it’s just an overview. If I had the learning objectives for the lesson or the unit, I might have been able to craft a better prompt or tweaked the response myself. I wanted a female speaker, so I should have indicated that in the prompt. However, that was an easy fix.

Now, I needed to create my speaker.

Creating a Speaker Image to Deliver the Script

To create an image for my speaker, I headed over to Midjourney and entered the following prompt:

minority woman, photography, depth of field f2.8 3.5, 25mm lens, 8k, ultra-realistic — v 4 — q 2 — v 4 — s 750 — uplight

I won’t go into the crafting of prompts for Midjourney here. Linus Ekenstam inspired this particular prompt, and he has a wealth of knowledge on his Twitter feed on crafting prompts.

Here are the initial results from Midjourney:

All of these images would work perfectly for this task. I wanted female minority representation for this project. Why? Because students need to know that jobs in computer programming and software development aren’t just for white men.

I choose this image from the four at random:

Now, I have my script and my speaker. Time for the final step.

Creating a Video with AI

For the final step, I turned to D-ID. After creating an account, I opened the “Create Video” tool and added the image of my speaker, and pasted my script in the script box.

An image capture of the D-ID.com interface for creating a new video.
D-ID interface

I changed the language settings to give the speaker an appropriate accent but still speak in English. Here is the final result:

Now, we have a little something to use to engage our third-grade students.

Is it perfect? Of course not. Do we still have a long way to go in the world of AI? Yes.

Will we ever get to use this tool to its fullest potential if we block it in school because we’re worried about cheating?

No.

AI is a tool, just like anything else. Use it. Be aware of what it can be used for, both for “good” and for “bad” — and keep in mind that what defines those terms is highly subjective.

But always follow Brandon Sanderson‘s Zeroth Law: “Always err on the side of what is awesome.”


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Wishful Thinking Disguised as Professional Development

This is the pattern in way too many schools. This isn’t the poor coach’s fault. This is a failure of leadership. It’s wishful thinking disguised as professional development, and it’s yet another example of a school that’s going through the motions instead of engaging in meaningful, long-term, thoughtful improvement. These wasted opportunities in schools just make me sad…

Scott McLeod

My friend Scott is talking about a forum post about a coach offering a PD session on “anything you like” for one hour.

Which is, of course, pointless.

I have been given roughly an hour for PD on January 4th to work with teachers on anything that I’d like. I rotate between 7 sites pre-k to 12th grade, but I will be working with 4th grade-12th grade teachers on this date. My boss mostly likes for me to introduce new tools to teachers during these opportunities. We have been focusing on Canva the last few months while we try to transition back to students creating work rather than the teacher worksheets, etc., that we used a lot of during the pandemic.

All of that to say, what would you use this time for? Should I show teachers how to be better organized with Google Keep/Tasks, find a free new tool for them to use in the classroom? Do you have any free project based EdTech tools that you love?

Scott’s reply:

Just wanted to say how sorry I am that you only are given 1 hour (a whole 60 minutes!) to do this important work. You and your educators deserve more systemic and strategic supports and investment than this. 😢 I’m tempted to say that, with this little time, it really doesn’t matter what you do because the likelihood of it being impactful is fairly low?

Good luck.

Sadly, this is the state of much professional development in our schools. And it’s not just a theme of instructional technology PD. We see this when schools roll out new curricula, as well. One day of learning is all teachers need to implement new programs, right?

This was the theme of my Tuesday newsletter this week, specifically on rethinking PD.

We can’t afford to think about PD like this anymore.

How We Might Use ChatGPT in Education

Yes, there’s more to say about ChatGPT and how we can use it in education. I’m doing my best to develop productive uses of this technology to override all the Negative Ninnys out there in Luddite Land.

I won’t have an answer for everyone, but there’s a decent chance one of the ideas I share here could inspire you to use ChatGPT yourself.

Why Some Teachers May Fear ChatGPT and other AI Tools

never be afraid on typewriter
Photo by Suzy Hazelwood on Pexels.com

First of all, let’s start here: Anytime a new technology is introduced into the world, people are apprehensive. This phenomenon is not exclusive to the education world.

New technologies can be intimidating and scary because they represent change and the unknown. People may be hesitant to adopt new technologies because they are unsure how they will work or fit into their existing way of life.

Additionally, new technologies can sometimes create uncertainty about the future and its impact on society. This fear of the unknown can lead to resistance to change and skepticism about new technologies.

For instance, bicycles were once thought to cause insanity and something called “bicycle face” that was a danger to a person’s health. Weird, I know, but totally true. Fearing new technology isn’t new.

Technology enthusiasts have to keep things in perspective when talking about new tools. Not everyone gets as excited as we do about disruptive tools, and not everyone immediately sees the potential. Patience, brethren. Change comes slowly.

Teachers might be uncertain of how to effectively incorporate ChatGPT into their classrooms, making them feel uneasy. To ensure successful implementation, teachers should become well acquainted with the tool beforehand and develop a strategy tailored specifically to it.

Another reason could be that they are concerned about the potential for the tool to be misused by students, for example, by using it to cheat on assignments or exams. Also, some teachers may be concerned about the impact of using a tool like ChatGPT on students’ critical thinking skills and ability to engage in deep learning and reasoning.

I should probably also mention that every input is being tracked, especially during this “research” phase of ChatGPT. OpenAI doesn’t hide this at all; they tell you that everything you type and every conversation generated is being tracked when you sign up. They even ask you for feedback when you get a generated response. Be aware of what is going on when using a tool like this.

Finally, there may be concerns about the ethical implications of using a tool like ChatGPT in the classroom, particularly with regard to issues such as privacy and the potential for bias in the tool’s responses. We’ve already seen the impact of widespread disinformation and how social media can influence opinions.

In case you’re curious, ChatGPT has some left-leaning and libertarian political bias.

How Can Teachers Use ChatGPT in the Classroom

smiling male mechanic repairing details in garage
Photo by Andrea Piacquadio on Pexels.com

On the other hand, teaching with ChatGPT offers educators many opportunities. The technology can be used to help students outline or organize their papers, and at its best, can serve as a powerful, fun-to-use digital tutor that works like an improved version of Google. 

Erik Ofgang

There are several ways that teachers can effectively use tools like ChatGPT in the classroom. One way is to use the tool to provide students with additional support and guidance as they work on assignments or projects.

For example, a teacher could use ChatGPT to help students brainstorm ideas, conduct research, or organize their thoughts. Additionally, the tool could provide personalized feedback to students on their work, helping them identify areas for improvement and providing them with guidance on making progress.

Another way that teachers can use ChatGPT effectively in the classroom is by incorporating it into activities designed to promote critical thinking and problem-solving skills. For example, the tool could be used as part of a debate or discussion activity, where students could use it to generate and evaluate different arguments and perspectives on a given topic.

This can help promote deep learning and reasoning and encourage students to think more critically about the information and ideas they encounter.

Additionally, teachers can use ChatGPT to create engaging and interactive learning experiences for their students. For example, the tool could be used to create interactive quizzes or games where students can ask questions and receive answers in real time. This can help keep students engaged and motivated and provide a more dynamic and interactive learning experience.

Overall, the key to effectively using tools like ChatGPT in the classroom is to be creative and to find ways to integrate the tool into teaching and learning activities in a meaningful and engaging way. This can help to enhance students’ learning experiences and promote critical thinking and problem-solving skills.


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What Will We Do with AI Tools in Education?

The buzz around AI writing tools continues in the education world. Of course, there are several AI tools that we’re already using, whether in the classroom or not. We were using AI tools long before anyone thought about them invading our classrooms, but we didn’t think they had classroom applications.

But none have gotten the coverage that ChatGPT has gotten since its launch on 30 November 2022.

I fear that the first response many educators will have is, “we have to block it right now.”

I understand teachers’ very valid concerns about any new technology tool, but blocking is horribly inefficient and the equivalent of burying our heads in the sand.

As tools proliferate, they become more and more difficult to block School IT departments get enough of these types of requests already, and in most cases, blocking one site only leads to students finding ten more that offer them the same access.

It’s not that I don’t think we need to have good conversations about the responsible usage of tools like ChatGPT. Without rails to guide the path, there is a strong possibility of misuse or poor usage. If there was ever a time when we needed more focus on digital citizenship and media literacy, I can’t think of one.

But we can talk about responsible usage of any tool in the classroom. The concept isn’t new. Before we had Google Docs, kids passed notes in class. The pen was once accused of the oncoming downfall of the education system.

How many times have you had to prevent your classroom from being invaded by ruler helicopters? Abusing tools in the classroom or, perhaps more correctly, using tools to avoid boredom in the classroom is nothing new.

So what do we do with new tools that are certain to disrupt the status quo?

My hope is that more of us have this outlook on new tools available to use in schools:

Obviously, our classroom activities should challenge students to do more than regurgitate information. We should challenge students to create from their imagination.

We must strive for deeper learning in every classroom in every school.

If teachers design student-centered learning experiences that allow students to write with support in class, ChatGPT won’t be nearly as disruptive as some articles claim.

Catlin Tucker

We should provide opportunities that stimulate their brain and make neural pathways come alive with dancing dreams of great design.

When we don’t embrace new technologies, we deny students options. We prevent them from learning about how their world is changing.

I love me some disruptive technology. There’s no point in beating our chest about how technology x has made y obsolete. The business world can not ignore disruptive technology or they will go out of business. As educators we are in the business of preparing students for THEIR future. The future for students includes AI (Artificial Intelligence).

Alice Keeler

But not only do we prevent students from experiencing new tools that can be very useful in their lives, but we also overlook what we, as teachers, can use these tools for to make our lives easier.

The emergence of AI education disruptors like ChatGPT reveal the need for more diverse teaching models. The COVID-19 pandemic was a catalyst, spurring teachers and administrators into action. We can’t return to “normal school” any more than we can ignore new educational advancements.

We must embrace change. We can’t move forward without it.

How Disruptive Will ChatGPT Be?

I introduced Minecraft: Education Edition to my school district last school year and made the statement in a school board presentation that it was likely the most disruptive tool I’d brought to the district.

But ChatGPT? Oh my. I hope it breaks more barriers and causes more people to rethink daily what they do in classrooms. We already know (or we should know) that students will use AI tools to write papers. I hope educators use it, and many other technologies, to completely redesign education for the future.


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Small Moves: The Key To Digital Leadership

This post was first published in August 2014, so please forgive any outdated references. I began my student teaching and carried many dreams and plans in my mind. Looking back on these words, I still carry many of these ideas with me eight years later. Maybe I was on to something…


I’m a huge movie fan. Many of my favorite films are science fiction, which, if you know me, is probably a foregone conclusion.

I love Star Wars, Star Trek, The Last Starfighter, Dune… the list goes on for days.

One of my favorite sci-fi films is Contact, based on the book by Carl Sagan. If you’re unfamiliar with the book or film, the plot revolves around what might happen if the human race received a message from another world.

Spoiler alerts ahead if you haven’t seen this nearly 20-year-old movie yet…

In the film’s climax, the main character speaks with a member of an alien race in the guise of her dead father. He explains a bit about how they were able to contact our planet and how things will progress in the future.

Our fearless heroine wants all of her questions answered at once, excited at what this incredible discovery could mean for science and the human race. However, she doesn’t get her wish.

The alien explains to her that progress and communication will come slowly over time. He tells her…

“Small moves, Ellie. Small moves.”

Change is a good but incredibly difficult thing. Especially in education. No matter how great we think some new technology or process is or how much we will benefit from it, the implementation will not come quickly. Not will it come free of pain, problems, and complaints.

Learning Transformed: 8 Keys to Designing Tomorrow’s Schools, Today

Small moves.

Writing this post, I’m in my second full week of student teaching. Of course, I bring with me a fairly large amount of tech experience with a boatload of tools that teachers can use in the classroom. I am not, however, an experienced classroom teacher.

But, I can still show other teachers a few small ways that technology can make their lives easier, engage students, and bring some 21st-century methods into their classrooms.

But it has to start small. A friend of mine introduced Plickers in his classroom as a way to perform formative assessments. He called me over to see the trial run.

Of course, the students loved it. It was cool to see this app grade their responses instantly rather than waiting for their answers to be graded. I knew the kids would love it, and I knew my friend would love it, as we’ve been talking about using it since long before school began.

What I didn’t know would happen was the response from other teachers around his classroom. The buzz in the hallways after school about this little app was astounding. One of the guys from the district IT department even came over to see what we were doing.

Small moves.

Sometimes as tech evangelists, we forget that not everyone is as comfortable with tech as we are. There are teachers in your building right now that have been teaching long enough that they can remember a time when the only computers in the school were in a computer lab, and no teacher had a school email address.

And now we’re asking them to implement tools like GAFE, Microsoft LYNC, iPads, laptops, Chromebooks, and tablets….

Small moves.

If we really want to be great digital leaders, we have to be willing to meet others where they are with tech. Too often, we get carried away with the latest and greatest shiny app that will “revolutionize” our classrooms. We don’t understand why EVERYONE doesn’t use it the day it becomes available.

It’s not about beating other teachers and administrators over the head with new technology. It’s about showing them how one tool can improve or help them. How one tool can ignite a student’s interest in a new way.

It’s about small moves, not giant leaps.

We must be ready to make those small moves quickly and guide others to do the same. When that happens, teachers, administrators, and students win.

Sure, there will always be those asking, “Well, why are you doing this? What’s your motivation? What do you want to get out of it?” They balk at every suggestion and idea made.

But if we’re making small moves, those people will soon be drowned out by the gathering crowd of people making their small moves toward a better system for us all.

And soon, that gathering crowd will no longer be the minority that wants change; they will be the overwhelming majority that drives change and sends our education system in a new and exciting direction.

But it all starts with small moves.

Small moves, Ellie.

As leaders, that’s what we have to do.


Thanks for taking a stroll down memory lane with me.

Thanks for reading. Get access to exclusive content and expert insights on technology, teaching, and leadership by subscribing to my newsletter. Stay up-to-date on the latest trends and join our community of professionals and educators worldwide.