AI Essentials for Educators

Okay, so my video is a bit longer than 5 minutes, but I swear there’s a reason! My video tour is presented as a mock news segment with Artie Smarts, an animated robot newscaster. I went with this format to keep things conversational and fun while still walking through the project in detail, drawing on Mayer’s (2009) personalization principle to show that professional learning can be engaging as well as practical. The playful opening, a few jokes, and the closing segment were all part of setting that tone and holding attention — though they do push the video slightly past the suggested runtime. I was having a lot of fun making it (using a combination of Adobe Express, Apple Clips, and CapCut), and I hope that comes through when you watch.

Sometimes you plan something and follow your itinerary to the letter; other times, despite your best intentions, another path calls to you and you end up going in a completely different direction. Such was the case with my learning throughout ETEC 524. In hindsight, it’s probably not surprising that my main work ended up focusing on AI and educators; it is a topic I’ve been almost obsessively engaged with for the past two years. But this was not where I initially set out to go in May.

My original goal was to outline and begin developing a hybrid online/classroom course for Grade 11/12 students, centred on skill development and mastery in an area of their choice. I’ve long wanted to create space for students who are not drawn to more traditional academic programming to pursue a deep dive into something meaningful to them. However, as the course unfolded, I shifted toward building a professional development module for educators in my school division. This shift came partly from recognizing the immediate usefulness of such a resource, and partly from seeing an opportunity to help teachers design more accessible, less cluttered Edsby environments for their students.

When I compared my initial and final projects, I noticed that both aimed at the same underlying challenge: addressing crucial shortcomings in current pedagogical models. The difference was that the PD module would allow me to act on these ideas sooner and in a context where I could model thoughtful technology use for colleagues as well as students. That reframing not only changed the direction of my final assignment, but also reframed how I now think about my role as a teacher-librarian — not just supporting student learning directly, but shaping the digital spaces and professional practices that make deeper learning possible.

I suppose we always live in ‘interesting times’, but the phrase seems particularly apropos of our current moment. Large Language Model tools, economic models that incentivize the capture of our attention and data, and political dialogue are currently shaking the foundation of what it means to learn, and therefore what it means to teach. I leave this course with many great resources to strengthen my toolbox, but also quite a few existential questions about where we move on from here.

In terms of resources, several were especially important in shaping my thinking throughout the course. I’m always one for an acronym, and Bates’ (2015) SECTIONS model and its clear breakdown of considerations for technology selection was a very helpful frame. I still struggle with it in some ways, but only because I see that it may lead organizations to prioritize immediate cost over sustainability. Of course, this is a systemic issue. Planned obsolescence, increasing energy demands, and security and privacy issues create a scenario where tech requires frequent updating and replacement, while the majority of companies that have significant interest in developing hardware and software run on a model of infinite profit and growth. This results in devices where parts can’t be swapped out, or where our data is traded like a commodity. Fighting against this means using open source or older technologies that require more in-house tech support, and often significantly less ease of use. I can’t help but worry that we’re paying out of our future for ease of use today.

Outcome development and assessment was another area of growth for me. Given my role in the public school system, I am much more familiar with assessing by outcomes that have been provided to me, rather than creating those outcomes myself. My part one of my second assignment showed my weakness in that area. Assessing for PD learning rather than an academic course was something that I hadn’t really thought about. In most of my school-based PD learning experience, assessment seems to boil down to your name being on the attendance sheet, or (for online modules), a series of automatically graded multiple choice and true/false questions that staff often did as a group. But we know that simply being in the room isn’t learning something, and that tests generally only measure lower-order skills (Mazur, 2013). As such, Mazur’s suggestions to improve assessment by mimicking real life, focusing on feedback not ranking, and assessing skills rather than content were especially useful, and I tried to mindfully incorporate them into the activities I planned in my unit. His fourth point about resolving the coach/judge conflict is tricky for online learning especially, as instructors are often spread more thinly. For older users, peer and self-assessment can be a useful workaround.

Media literacy (particularly around images, and also video)has also emerged for me as an essential skill for both students and educators. Yousman’s (2016) discussion of speed versus depth, appearances versus analysis, and the emotional pull of images resonates strongly with my concerns about online-only learning. In a digital environment where learners are often inundated with visuals, the skill to pause, question, and analyze becomes a prerequisite for critical engagement.

Ultimately, this course has left me feeling more positive about the state of in-person teaching, and with significant question marks about the long-term sustainability of online-only-asynchronous education — especially given generative AI’s rise. Many edtech tools, whether devices, applications, or Learning Management Systems, allow for holistic application of UDL principles into a blended learning environment; a fully inclusive environment that allows for multiple means of engagement, representation, and action & expression (Bourlova, 2025). But assessing learning without a real connection to the learner in an online-only environment becomes increasingly challenging in a world where almost anything can be made for you in seconds. When we are digitally siloed, it becomes far too easy to “other” the entire world. Bringing learning back to community, even in a hybrid format, becomes a moral as well as a pedagogical imperative.

This is why I leave this course particularly invigorated to see how learning technologies can be applied to hybrid environments, especially in the realm of professional development. When I plan professional development in schools, I often hear how great it is to have bespoke learning that is relevant, personalized, and even a bit fun when topics are difficult. I know, though, that these sessions are limited in their universal design, as some individuals need more time to process, different modalities, or repeated exposure to key ideas. What if this kind of work can be done at my divisional level to plan PD that reaches more of us, on locally relevant topics, and what if that trickles into our classrooms? One next step I see is reaching out to upper administration to share my vision of hybrid-learning PD using our Edsby system. I don’t know of anyone within my division with this specific background and training, and I wonder if I might be able to shape a role for myself in this space. McErlean’s (2018) work on interactive narratives also strikes me as especially relevant here — using immersion to engage participants while still controlling the delivery of key content. I think hybrid learning could benefit greatly from this balance.

I’m also especially interested in making Open Educational Resources that align with UDL standards. In creating accessible and Creative Commons-licensed resources, I can work toward reducing the paywall creep that has marked the shift from the open optimism of the Web 2.0 era to today’s increasingly commercialized edtech landscape. This work would not only address accessibility and equity concerns but also provide sustainable, adaptable materials that could serve both students and educators long after their initial creation. In my job as a teacher-librarian, I can promote the heck out of these resources to teachers; we don’t have to be in the pocket of big textbook anymore.

This course has reinforced for me that educational technology is at its best when it strengthens human connection, promotes equity, and cultivates critical engagement; not when it simply delivers content faster or more efficiently. The challenge, especially in “interesting times,” is to hold on to those values in the face of rapid change, commercialization, and the seductive ease of automation. My next steps (from advocating for hybrid, UDL-informed professional development to creating accessible OERs) are grounded in a belief that technology should expand possibilities for both teachers and learners, without locking us into closed systems or shallow engagement. The tools will keep changing, but the responsibility to use them thoughtfully remains the same.

References

Bates, T. (2014). Choosing and using media in education: The SECTIONS model. In Teaching in digital age. Retrieved from https://opentextbc.ca/teachinginadigitalage/part/9-pedagogical-differences-between-media

Bourlova, T. (2025). Week 8: Creating Content. [Lecture Notes] UBC Canvas. https://canvas.ubc.ca

Issa, T., & Isaias, P. (2022). Sustainable design : HCI, usability and environmental concerns. Springer.

Mayer, R. E. (2009). Multimedia learning (2nd ed.). Cambridge University Press.

McErlean, K. (2018). Interactive narrative. In Interactive narratives and transmedia storytelling: Creating immersive stories across new media platforms (pp. 120-151). New York: Routledge.

The New London Group. (1996). A pedagogy of multiliteracies: Designing social futures. Harvard Educational Review, 66(1), 60–93.

Yousman, B. (2016). The text and the image: Media literacy, pedagogy, and generational divides. In J. Frechette & R. Williams (Eds.), Media education for a digital generation (pp. 157-170).

Here’s where I want to go with this

A vision for what may come out of ETEC 524

Guten tag meine Leser! 

(Or to those of you not currently obsessed with working your way through the Duolingo German course—good day my readers.) 

For those of you new to my blog, willkommen! I’m Morgan, a secondary school teacher-librarian and current student in the Masters of Educational Technology program through the University of British Columbia. I’m just starting ETEC 524, Learning Technologies: Selection, Design and Application, and this seems like the perfect excuse to dust off my poor, neglected blog. If you scroll through past posts, you’ll get a sense of my background—but here’s the Coles notes version. 

This is my fifteenth-year teaching in the public school system in Manitoba, mostly at the middle and high school levels. On paper, I think I was supposed to be a history teacher, but I’ve done a little bit of everything—core classrooms and upper-middle humanities. Seven years ago, I was asked to move into a teacher-librarian role, and I haven’t looked back since. As this blog shows, this is my second program at UBC; my first was the LIBE Diploma, which gave me excellent training in running a well-rounded library program. Librarianing is the best. I get to buy books, collaborate with teachers, curate across multimodalities, nag people about copyright (not gonna lie, my least favourite part), and help guide future-focused pedagogy. I considered a Masters in Library Studies but felt that this program better fit my interests, the needs of our space, and where I see the future of libraries heading. 

For this course, I’m interested in bridging the gap between healthy communities and the overwhelming amount of digital content at our fingertips. How do I help students not just find information, but apply it to their own lives? Moving between in-person and virtual spaces is part of daily life, but how do we make that shift feel practical for learners? Maybe it’s the creep of middle age making me critical, but many students seem increasingly disillusioned with school. How do we build learning environments where students critically engage with tech beyond academic checkboxes? And how do I ensure I’m using technology for true redefinition (Puentedura, 2009) rather than using resource-heavy tools for tasks that could just as easily be done on paper? As a librarian, I see the aftermath of a lot of poorly planned tech investments, and I don’t want what I design to add to the mess. 

Best golden grill, best fluffy texture, best unusual fillings. One could learn much, mastering the perfect pancake.

What I hope to develop is a course where students choose a demonstrable skill—something they truly want to learn—and build it over a semester. They would set goals, manage their time, reflect on their progress, tackle challenges, and share their learning with others. For example, I might choose to learn how to make the perfect pancake (a worthy pursuit, in my opinion). I’d network with cooks, test recipes, reflect on my process, and document what I learn so I could share it with others. The course would wrap up with a community celebration where students showcase their skills. It’s still just the glimmer of an idea, but I’m hopeful this class will help me turn it into something practical and worth running. 

The challenge, of course, is designing something meaningful and manageable when students will pick skills I know nothing about—and that’s kind of the point. I won’t be the expert, but I can build structures to help them find reliable sources, network and connect with experts, and reflect on their learning. That’s where I hope this course will help me grow—giving me the tools to better select and apply technologies that support diverse, self-directed learning without turning the course into a chaotic free-for-all. 

This course feels like the right fit to help me move that idea forward. The frameworks we’ll explore—like SAMR and SECTIONS (Bates, 2014)—can help me evaluate whether my design choices are meaningful or just adding extra steps. The focus on learning environments, interaction, and engagement will help me balance student independence with community-building. The work on assessment will push me to clarify what success looks like when every student is learning something different. Later modules on content creation, multimodal presentation, and communication will give me practical tools to support students in sharing their learning in ways that go beyond the traditional slideshow or essay. The final assignments are perfectly timed to help me produce both a structured unit and a tech integration proposal—directly aligned with my course concept. 

In short, I hope this course will help me move from intention to implementation—grounding my ideas in research-backed frameworks and best practices, and giving me peer and instructor feedback on my course design. Specifically, I hope to strengthen my ability to design learning environments that foster student agency, apply digital tools purposefully, develop process-based assessment strategies, and support students in sharing their learning in meaningful ways. 

To do this, I’ll need access to examples of blended learning structures, readings on assessment for self-directed learning, and opportunities to experiment with digital tools for documenting learning. I also hope to learn from my peers—many of whom bring different teaching contexts and insights that could help me refine my thinking. 

By the end of our time together, I know this course will help me take a meaningful step forward in becoming a digital-age teaching professional—someone who not only navigates the evolving world of educational technology but helps students do the same, critically, creatively, and ethically. 

References

Bates, A. W. (2015). Teaching in a digital age. In opentextbc.ca. Tony Bates Associates Ltd. https://opentextbc.ca/teachinginadigitalage

PowerSchool. (2021, April 13). SAMR Model: A Practical Guide for K-12 Classroom Technology Integration. https://www.powerschool.com/blog/samr-model-a-practical-guide-for-k-12-classroom-technology-integration