Category Archives: Written by: Kip Glazer

Ethical Use of AI – Privileging measured and deliberate thinking

Stack of books with Thinking fast and slow book by Daniel Kahneman in front
Photo by Ahmed Almakhzanji on Unsplash
by Kip Glazer

As a school leader and educator, I am deeply committed to promoting the ethical use of artificial intelligence (AI), a responsibility that we all share as AI-embedded tools become increasingly prevalent in our school systems. I strongly advocate using interactive methods, such as leveraging games to engage learners and educators in these crucial discussions (featured in this blog post by Marlon Matilla). I believe that the active participation of both researchers and practitioners is essential, and I am proud to have contributed to this vital discussion by being a part of the Educator CIRCLS community over the years.

As I think about the ethical use of AI, I can’t help but think about the design of the AI system and how it nudges the users to behave. In his book Thinking Fast and Slow, Daniel Kahneman argues that humans have System 1 thinking that reacts quickly and instinctively, while System 2 thinking reacts more slowly and deliberately. Unfortunately, our System 1 thinking (aka impulses) often overrides our System 2 thinking when making decisions, and many companies have used this to maximize profit at the expense of the consumers. As much as technology companies tout the usefulness of AI systems, I am concerned that the rapid spread of AI is amplifying the functions of System 1 thinking at the expense of System 2 thinking. Because AI prioritizes speed and volume (similar to System 1 thinking) over quality based on careful deliberation (which is the hallmark of System 2 thinking), I am concerned that we humans will not be able to avoid the temptation of choosing the quickest answers. If you believe that is not likely, I would encourage you to consider reading Nudge: The Final Edition by Thaler and Sunstein. Thaler and Sunstein argue how choice architecture influences human behaviors. They cite Kahnmen’s work extensively to clarify that even the slightest nudge easily influences all humans and can have a significant impact.

Undoubtedly, we have made significant strides in acknowledging and discussing the potential harm of AI. Our Navigating Ethical Al: Interactive Lessons and Equitable Practices for Educators webinar is a testament to how the learning sciences field is actively responding to the growing concerns about the ethical use of AI. It’s important to note that the dangers and harm of AI often do not stem from any malicious intent by its creators. Instead, they result from our automatic thinking, reinforced by Generative AI’s (GenAI) speed. However, our increased understanding and awareness can help us navigate these challenges and somewhat mitigate potential harm.

Still, I can’t help but be concerned about the proliferation of GenAI as it seems to automate and propagate products that replicate the basest human instincts. Think about the deep fakes and their ability to go viral! Think about the students attempting to shortcut their learning. Think about the educators using GenAI tools to grade all their student work to save time. Such routine behaviors are not what we typically consider to be unethical AI use. It is our automatic thinking allowing the results generated by a biased-ridden system. Even if we are aware of the potential harm of blindly trusting GenAI’s outcome, it will be difficult to eschew such influences based on simple nudges by our general environment. Most importantly, I am concerned that classroom teachers without basic AI literacy won’t be able to guide their students in this new environment to recognize the potential harm done by GenAI because they can’t compete against System 1 thinking.

To activate System 2 thinking safely and productively, teachers need support from knowledgeable leaders who can lead them. Because we recognized the importance of school leaders in implementing Systems 2 thinking, Sofía De Jesús and I wrote Framework for AI Implementation for Administrators and Leaders in K-12 Schools when we participated in the Computer Science Teachers Association’s Equity Fellowship Program. We wanted to make it easier and more manageable for the many school leaders who feel overwhelmed by the number of currently available AI-enabled tools and the feverish sales pitches encouraging them not to leave their teachers and students behind! With the framework, we hope that they can access their System 2 thinking as they consider purchasing and implementing AI-enabled tools.

Educators need to stay vigilant against the urge to choose automation and efficiency over ethical and deliberate as further AI-embedded tools are being introduced to our school ecosystems. Now more than ever before, we must activate our Systems 2 thinking to ensure we are modeling and instilling equitable values with AI in education.

References:

Kahneman, D. (2011). Thinking, fast and slow. Farrar, Straus and Giroux.

Thaler, R. H., & Sunstein, C. R. (2021). Nudge: The final edition. Yale University Press.


About the Author

Kip Glazer, Ed.D. is the proud principal of Mountain View High School. A long-time practitioner participant for CIRCLS and Educator CIRCLS, she has been sharing her school leader’s perspective on various learning technologies topics, including Artificial Intelligence implementation in schools. She has been an Equity Fellow for the Computer Science Teachers Association and a member of the EngageAI Practitioner Board.

Why practitioners’ voices matter in research on emerging technologies for teaching and learning

Woman in blue shirt holds a microphone and talks in a gymby Kip Glazer
This is the second of four posts from a practitioner’s perspective that were inspired by the theme of the CIRCLS’21 convening of remaking “broadening.” Educator CIRCLS aims to bridge research with classroom practice and broaden the community of people involved in CIRCLS. Learn more about the upcoming convening and register (starting August 13, 2021).

In my previous post, I gave a background on some experiences I have had as a practitioner. I also began to share some differences I see between researchers and practitioners. I called upon my educator colleagues to recognize the fact that we are professionals who have expertise to contribute to the field of education. I start this post with questions that educators constantly ask ourselves as we look at any materials or tools. Educators are constantly thinking about how curriculum, materials, and technologies will work with our students. Many practitioners are very good representatives of different communities because we care deeply about the success of our students. (Of course, we do hope you’ll also talk to students, but if you can’t, we are often excellent advocates and understand them well.) Here are a few questions:

  • How would this look in my classroom with my students?
  • What would this do for my students?
  • How would this be beneficial for my community that I serve, value, and love?
  • What resources will I need to be able to fully implement this?
  • How would I know this is actually working for my students?
  • Based on the profile of my students and community, what modifications and alterations could/should I make?
  • If any modification or alteration happens, what am I giving up? What will I gain? How will that impact the effectiveness?

Because these are the questions we educators constantly ask as we look at any materials or tools that we are thinking about using with our students, we are good at answering these questions to devise solutions every single day for our students. When a researcher is developing something for a classroom, they too should be able to answer these questions, but they can’t because they don’t know our students. In addition, there are more questions that practitioners would ask depending on the situation. For instance, they might ask how a tool can serve students with disabilities or how long it will take someone to become proficient at using that tool.

Let me be clear. I am not arguing that a researcher must have answers to the above questions. I am saying they should have educators actively participating in the process every step of the way as they develop future technologies for teaching and learning because ultimately we educators are the interpreters, translators, and the ones who have to implement the 30,000-foot level theories. Discussing these questions could be a starting point to create better partnerships with practitioners who can make research come to life in a meaningful way.

The theme of this conference is to remake “broadening” in research on emerging technologies for teaching and learning. It is no surprise that the word broadening is in quotes given what has happened in recent years regarding critical issues around gender and racial divisions in this country. As an Asian-American female immigrant who has had a few personal and professional experiences on this, few extremely painful, I would whole-heartedly support our collective effort on addressing such issues whenever possible in all situations. However, I would caution that we don’t use the term “broadening” to imply that the field is occupied by one group that needs to allow the others to join in because our teaching and learning community already belongs to all of us!

Having said that, I am thrilled to see the preceding verb remake. Because the time to look at teaching and learning beyond the narrow perspective of division such as researcher versus practitioner is now. I challenge all of us to think about what it means to remake such a notion as we convene. After all, if a bird sings in the forest, and no one is there to hear it, did it really sing? If a great piece of technology is developed, but no one receives any benefit from it because the user experience was so horrible, did it really work? If an amazing research finding on teaching and learning never sees the light of day because it failed to fit practitioners’ needs or work in classrooms broadly, did the research really matter?

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Starting a Conversation between Practitioners and Researchers: A Practitioner’s Point of View

by Kip Glazer

Woman in blue shirt holds a microphone and talks in a gymThis is the first of four posts from a practitioner’s perspective that were inspired by the theme of the CIRCLS’21 convening of remaking “broadening.” Educator CIRCLS aims to bridge research with classroom practice and broaden the community of people involved in CIRCLS. Learn more about the upcoming convening and register (starting August 13, 2021).

When I was a classroom teacher, I attended a number of professional development (PD) workshops and conferences on teaching and learning. If you are a practitioner (a.k.a. a classroom teacher) in the field of education, you know that there are some PD sessions that try to share research findings and implications for the classroom that are simply awful. I am sad to say that I have attended my fair share of those over the past two decades.

One PD session in particular started me questioning. I was a teacher working with students who were learning to speak English. I attended a session on second language learning and the presenter had a Ph.D. in language development from a prestigious university and was supposed to be an expert in supporting language learners. I am a second language learner myself, having moved from South Korea to the United States at the age of 23. I was so excited to attend the workshop. I was thrilled to be given the responsibility of helping my students who needed help in gaining language skills. I attentively listened to her presentation, trying to gain any information that I could use to help my students.

While listening to her presentation, however, I realized that her research primarily focused on Spanish-speaking students. So I raised my hand and asked, “What if a student doesn’t speak Spanish? What strategies would you suggest we use? Do we need to modify anything? For example, what if they spoke Tagalog or Ilocano? How about Hmong? What about Mandarin?”

Soon I found myself debating with an “expert” in the field whose research seemed less than useful for the teachers who were sitting in the PD session. You see, I was teaching a group of students who spoke Hmong, Mandarin, and Russian. A few of them also spoke Spanish, but my Instructional Assistant spoke Spanish so they were getting support from another adult in the room. What I really needed were the strategies that I could use for all my students, not just the Spanish-speaking students, which was implied in the title of the workshop that said, “Proven Strategies that Support English Language Learners.” When I told the presenter that the strategies that she shared may not work for my students, she replied, “Teachers who have not had much exposure to good research may never learn to appreciate the true value of good research. Perhaps you should consider reading about things and learning more.”

I must say that I was young and a bit hot-headed at the time. I did question her expertise openly and vociferously in a group setting. Come to think of it, I might have sounded rather rude and even confrontational towards the presenter. So I believe that I probably deserved that chastisement from that particular presenter. But over the years, similar treatment of being dismissed as a professional in my field propelled me to eventually getting my doctorate in Learning Technologies so that no one could easily dismiss the expertise that I know I possess as an educator.

If you are an educator, how many times have you attended a workshop that didn’t address your specific needs or concerns? For that workshop I described earlier, I found out later that many of my colleagues had similar questions too, but they did not ask the questions like I did. They told me that they learned to just listen and nod since many researchers never seem to understand the challenges of teaching real students in real life. Some said that they didn’t want to get shut down like I was. Few advised me never to ask questions like that, especially in front of an administrator for fear of being labeled as a “rebellious” teacher. They shared that they felt some researchers do not make the best presenters because they don’t seem to value practitioners’ lived experiences. Many of these teachers were highly-skilled, highly-educated professionals who accepted their fate of being treated as interlopers in the very profession that they devoted their lives to.

One difference between educators and researchers may be because of how we have been socialized, or it could be our personalities. I’ll give an example. As a principal who often evaluates and supports teachers, I am often flabbergasted and saddened by the attitude of my fellow educators who look at their professional expertise from a “less-than” perspective. In the State of California, one needs a Master’s Degree to become a teacher. Yet many teachers are often reluctant to declare themselves to be the experts as classroom teachers. Contrast this to higher educational institutions who will hire a Ph.D. who has never even been a classroom teacher to train other teachers and call them an expert.

I know a 28-year old Ph.D. with research focused on gaming. She was hired as a professor in a teacher training program where she is in charge of training junior high and high school teachers. She has expertise in gaming that is valuable in the field of education, but I wonder about the depth of pedagogical or curricular strategies she could share with the teacher candidates. She has read about the issues, but can not know them from an authentic lived perspective since she hasn’t been in the classroom. What if she has to train future school administrators? What then? Can she anticipate and support how a state testing requirement, a board policy, public perception, student attitudes, or even limited wifi-access might derail a teacher’s good intention to fully use any game in the classroom to improve literacy and numeracy? Are we really setting her and her students (aka future teachers) up for success in doing the important job of educating our students?

As we come together to think about remaking broadening, I would like us to consider our differences and to value those differences as important. As an educator and now a school leader, I have seen so much promising research that could be useful for our students that does not yield any positive benefits for real students in real classrooms because researchers don’t connect the importance of the work in a way that makes sense to practitioners.

What an expert dreams up, no matter how good, will not make any impact unless the practitioners embrace it and use it for their students. In my opinion, the journey to making a true and relevant impact in the lives of our students begins with more connections between researchers and practitioners. In the next post, I’ll share more about how practitioners think about their students and discuss why practitioners’ voices matter in research on emerging technologies for teaching and learning.

Educator CIRCLS posts are licensed under a Creative Commons Attribution 4.0 International License. If you use content from this site, please cite the post and consider adding: “Used under a Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/).”
Suggested citation format: [Authors] ([Year]). [Title]. Educator CIRCLS Blog. Retrieved from [URL]