“Be Honest, Grow With Your Students”: An Interview with Roselyn Baronia on her experiences with AI, Assessment, and a New Oral Defense (Part 3)

In the final installment of this three-part interview, Roselyn Baronia shares her students’ reactions and her reflections after she introduced an oral defense into a coding lab in her AP Computer Science A (CSA) course. In part one, Baronia described her background and the problems she encountered with the students that made her realize that something had to change. Baronia has been teaching at the Tsinglan School, a private international school in Dongguan, China, since 2020. She’s also the Head of the Computer Science department, the Technology Coordinator, and the chair of the school’s AI committee. This interview has been edited for length and clarity and formatted by Adelaida Kim. 

As a resource for teachers interested in adapting an oral defense into their work, a public website provides access to some of Baronia’s materials from the virtual pet project, including a timeline, a lesson overview, student examples, and a rubric.

For previous posts related to AI, see: Could concerns about the academic pressure on students in China lead to real changes in conventional schooling? Stability & change in the education system in China (Part 4); Scanning the global headlines for recent news on AI, schools, and education: Rapid growth in uses, users, and concerns.

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Thomas Hatch (TH): You’ve described for us why you created the oral defense for your students’ coding lab and how the oral defense worked; can you tell us about the students’ reaction? Once they had completed their presentations and participated as panelists — what were their reflections?

Roselyn Baronia (RB): Generally, their reflections showed the students found the oral defense helpful in terms of preparing them for their external exam and understanding the coding process. That’s really a big thing for me, because that’s what I want. I want them not to just submit a project, but to understand how they were able to come up with that project. The reality is that in the future, they will really be using AI when they’re working. But making choices — why are you creating this kind of collection instead of just a simple variable, for instance — it’s important that they understand why, justify their choices, and consider what alternatives there might be. That’s what they were saying in the feedback. They were also saying they found it very helpful and want to do it again, but there are also some students who felt that some of the questions — coming from their peers — were not technical enough. Some of them said they hoped the audience could ask questions. But overall, they are looking forward to doing it again.

A screenshot of students answering questions during their oral defense
YouTube Video of Group 2 answering questions during their oral defense

TH: What about your experience? You told us a little about the different kinds of presentations, but as you were watching the presentations and then as you reflected on the whole process — what did you notice? What stood out to you?

RB: I was so proud of my students. I can’t tell you how proud I am to see them like that. I could see how excited they were; they were beaming with excitement. And even the teachers were very happy, saying, ‘Wow, I didn’t know that it would be this fulfilling to hear the students explain the reasons why they chose this or that functionality.” That was really good, because for instance, some students would add a feature and say, “I did this because I also have cats at home” — they could relate it to real life. They’d say, “I added this feature because when my cat keeps playing with other cats, they’ll be happy, but they’ll also get tired. So in my program, I created this variable that keeps track of the happiness of the pet, and then I had to create a formula so that it would impact the level of energy and the level of thirst of the pet.” It’s amazing when you hear this from the kids — how creative they can be. You can’t help but laugh while they’re sharing. I’m really, really proud of what they did.

Slide screenshots from Group 2’s presentation showing codes from the virtual pet project
Slides from Group 2’s presentation (YouTube Video) showing how each code decides what happens when the virtual pet eats. Each food item has its own effect: it can boost energy, happiness, or add weight
A list of problem-solving approach to create codes from Group 2’s presentation
A slide from Group 2’s presentation to help explain how they used a problem-solving approach to create codes

Takeaways from the oral defense and implications for the future 

TH: We’re conducting this interview only a few weeks since you held the oral defense. What are you taking away? Are you planning to make changes in the future? 

RB: Next year I think I’ll have mini oral defenses throughout the year. I might do this in pairs — giving each pair 5–10 minutes for small projects or small coding activities where they’ll have a defense among each other. That way they’ll practice how to ask questions, feel more confident doing this kind of activity, and see the value of understanding algorithms and problem decomposition. Problem decomposition is actually one of the key issues I see in computer science. Students get too excited and immediately open the Integrated Development Environment (IDE) and start coding without even knowing what the problem is. I think this is not just a computer science issue; it’s connected to math as well. I spoke to the math teachers and told them maybe we can look at strengthening the skill of decomposing a problem by giving students more structure. For instance, I tell them to find all nouns and put them in a rectangle and find all verbs and put them in circles — verbs and nouns connected to programming. I think this is a very, very important skill that students should master if we want them to be better in computing.

TH: Where in your schedule — in your labs or your PBLs — would you put these mini oral defenses?

RB: Probably during the coding activities. For example, in every unit, we have coding activities to develop students’ skills followed by a coding challenge. I have two 40-minute blocks. In the first 40-minute block, 25 minutes is for coding activities intended to build student skills. In the second 40-minute block, I usually give a programming challenge — the students now have the skills, so I level up the coding activity. There’s less structure for this challenge, and the students really have to think about how to solve the problem. That’s probably when they can do the mini oral defense. I’m thinking they would have these mini-defenses maybe twice per topic, because I don’t have too much time. Or perhaps I could have them record their work and put it on a SharePoint site where classmates can comment or ask questions and interact through the platform, so as not to take time from the class. 

TH: Any other takeaways or ways that this experience is affecting your thinking or planning for the rest of this year or next year?

RB: I think I can say that if we involve students in the process and are honest with them about what we’re seeing, they will also see the value of what we want to achieve. This is what I experienced. I told them I was really concerned, and I stated some facts with them. Because of that, students felt the sincerity that there really is a need for modifying how we do things in the class. 

The students were very helpful, and they were the ones who actually came up with many of the ideas. They would say: “Miss, I think it’s going to be better if we do it this way.” So, my key takeaway is: be honest, grow with your students. It’s okay to make mistakes, and you can admit it with your students and laugh about it. I know a lot of teachers are very much afraid of using technology in class or of pointing out problems when using technology, because they themselves are not confident about making mistakes in front of their students. But I think the more we become honest with our students, the more we become reachable, relatable, and more human. And that makes the class more exciting and more colorful.

TH: Wonderful. What were some of the other ideas that came from the students that you might implement?

RB: As I said, one of the things is the students said they should be able to ask more questions, which is a really good idea. They also suggested inviting teachers from other departments. This virtual pet lab is similar to creating a Tamagotchi, and they were thinking of what it would be like to sell their apps. One student said, “What if we could invite a business teacher to listen to this?” I said, “Yeah, that’s a good idea; maybe we can do that.” Those ideas are helpful because I can see that they also want to connect what we’re doing in the classroom with other disciplines, and I think that’s what we also aim for. It’s good to be hearing it from the students themselves.

Images of virtual pets created by Group 2
Screenshots of Group 2’s virtual pets

The limits of time for co-designing activities with students and implementing new assessments

TH: Are you going to include more opportunities in your classes for students to share their ideas about assessment or other things?

RB: To be honest with you, I don’t think I can do that too often because we have so many interruptions, and so many things to do to prepare them for the external exam. But, whenever possible, I already involve my students in designing activities or assessments because I want them to own their learning. Aside from what I’ve shared during the interview, I use the time that I walk around to informally gather their thoughts about the activities and assessments. I also ask them to reflect every time they do coding activities. They write these in their notebooks – writing errors, how did they correct it, key takeaways, etc. and then how they think they can best showcase their learning on this matter. I also reach out to students during the summer and ask them then, because I already know who my students will be. We have a course selection platform that students use, so I know who’s going to be in my class. I usually reach out to them before the holiday, and I assign them some homework or readings on certain topics, so I can save time and have more time for other things. I need to identify what topics I think students can actually do themselves.

TH: Talking about the limited time, a lot of teachers are concerned that they can’t add anything like an oral defense because there’s no time. How did you make the time to add in the oral defense? What did you drop?

RB: I actually did not drop anything. I just used a flipped approach and recorded things. For differentiation, I have different ways for my students to learn a topic. Some students who are already skilled don’t need to listen to my lecture — they can immediately jump into programming activities. But some students will watch my lecture at home so that when they come to school, they can do the activity. So I did not drop anything, but I would say I tried to speed things up.

But also, before the holidays, I will explain to my students: “We have this laboratory coming up, and I know that you like doing this, and I want you to have fun. But for this to happen, I’m sorry, but there are things you have to do during the holiday. Is that fine with you?” And they will say “yes.” Again, I try to be as honest as possible with them instead of dictating. The more they know the reasoning behind something, the more they cooperate.

Oral assessment, differentiation and support for language learners

TH: You mentioned differentiation, so I wanted to go back to that student you mentioned in the second part of our interview who you said was struggling with English. I think one of the biggest concerns about oral defenses and oral assessments is that whether it’s a home language or a second language, students’ communication or language abilities can get in the way of their ability to show their technical skills or content knowledge. How did you deal with that with the oral defense?

RB: That was a real issue for us. For the oral defense, I explained to the teachers who served as panelists and who could only speak English that I allow the student panelists to ask questions in Chinese, since they know this student is struggling in English. Then the student panelists would also relay the question to us in English so we could understand. The other teachers and I gave our questions in English, and I asked the student, “Do you need someone to translate this for you?” Sometimes he would say “yes,” but most of the time he would say, “No, Miss Rose, I know, I understand.” I could really see how much he was trying. He would bring a dictionary with him all the time. He was really working very hard to remember vocabulary words. When I speak to him, I try to repeat those words so he gets used to them — and those vocabulary words are the ones used in the external exam as well. When he tried to respond, he couldn’t always come up with a full sentence, but I told him, “That’s fine. If you want to answer in Chinese, I’ll ask your classmates to translate.”

In the end, I don’t think assessing him was more difficult than assessing other students — his coding abilities came through. Every time I wanted to emphasize something, I would ask his classmates to say it in Chinese. But before doing that, I would ask him first if he needed a translation. Because of a good connection with him — I would say we have a very good teacher-student relationship — he would honestly tell me whether he needed translation or not. I don’t see that as a problem at all.

Implications for AI and assessment across classes

TH: In your role as technology coordinator — not just in your coding class, but in the school — what else have you noticed about the use of AI and assessment? What are you learning and what will you be changing as a result?

RB: Reflecting on our various efforts to improve AI integration, I have come to realize the need for more explicit and structured guidance. Previously, for faculty, I shared sample tasks with simple tables indicating where AI use was permitted or restricted, or adjustments to assessment guidelines. However, I now see that this level of guidance is not sufficient—teachers require more concrete support.  Similar to how we scaffold learning and make thinking visible for students, I believe we need to apply the same approach for teachers. Recently, I have been developing step-by-step guidance, such as:

  • how to initiate conversations with students about AI,
  • which tools to recommend,
  • how to guide students in crafting effective and appropriate prompts, and
  • how to support student reflection on their use of AI.

I am also applying this structured approach to develop resources for teacher-related tasks. With the help of the AI Committee, I’ve created a presentation and some support for lesson planning. Rather than simply advising teachers to “think before using AI,” we are explicitly outlining what prior thinking is expected and what data or inputs need to be prepared before engaging with AI tools.

Baronia’s presentation slide to her colleagues about different uses of AI
A slide from Baronia’s presentation to her colleagues about uses of AI

In a draft policy I submitted to the principal, I also wrote that when teachers are using AI in the classroom, at the very least, they have to have students reflect on the kind of results AI has generated, because this is aligned to the different research studies I’ve read. That’s also part of the reason I created the summative assessment guideline and the oral defense — to show teachers that there should be another way of using AI without negatively impacting the critical thinking skills of students. And I can prove that. In the unit test connected to the Virtual Pet Lab with the oral defense, there was only one student who got less than 15 out of 18 — that’s really good. 

TH: What you mentioned about the teachers in the school is fascinating. One of the things I’m struggling with as a teacher is just keeping up with which assignments can now be done by AI and what I should do instead. Do you have a sense of which activities we should no longer assign because students are just using AI to do them?

RB:  There is a framework from Common Sense — I’m also a Common Sense Education Ambassador – and the framework is more about breaking down the task. For example, if a student is creating an essay, what are the stages? The first stage is brainstorming, the second stage is writing the first draft, and so on. The teacher has to break down the task, and then there’s a column that says ‘AI is allowed’ and ‘AI is not allowed,’ so the teacher marks it so students know exactly when AI can be used. And when AI is allowed — for example, in the first draft column — the teacher has to provide structure. I showed this in my training to teachers: I will have a table where on the left side you paste your draft, and the second part of the table shows how AI changed or modified the student’s draft. That document also includes what prompts were used, what parts of the AI-generated output the student accepted, what parts they didn’t, and why. 

“AI is a tool that should help us, not something to depend on”: An Interview with Roselyn Baronia on her experiences with AI, Assessment, and a New Oral Defense (Part 2)

With concerns that AI was undermining her students’ critical thinking, Roselyn Baronia didn’t ban it — she redesigned her assessment around it. In the second installment of this three-part interview, Baronia discusses the oral defense she created for a coding lab to produce a “virtual pet” and the rationale behind it. In part one, Baronia described her background and the problems she encountered with students that led her to realize something had to change in her teaching of AP Computer Science A (CSA). Part three will share some of Barnonia’s reflections on what she’s learned as she’s made these changes and on the implications for her future teaching. Baronia has been teaching at the Tsinglan School, a private international school in Dongguan, China, since 2020. Baronia’s also the Head of the Computer Science department, Technology Coordinator, and chair of the school’s AI committee. This interview has been edited for length and clarity and formatted by Adelaida Kim. 

As a resource for teachers interested in adapting an oral defense into their work, a public website provides access to some of Baronia’s materials from the virtual pet project, including a timeline, a lesson overview, student examples, and a rubric.part

For previous posts related to AI, see: Could concerns about the academic pressure on students in China lead to real changes in conventional schooling? Stability & change in the education system in China (Part 4); Scanning the global headlines for recent news on AI, schools, and education: Rapid growth in uses, users, and concerns.

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Thomas Hatch (TH): You’ve already talked about how, as you walked around your classroom, you could see that students were relying too much on AI when they were coding. When did you realize you had a problem? Can you pick up the story from there? 

Roselyn Baronia (RB): This was in November and December of 2025. I had already done the first two units, which are the foundation units of AP Computer Science A (CSA). In Unit 3, students are asked to apply what they learned in Units 1 and 2 in a project-based learning activity. In that activity, I’m not teaching in the traditional sense. The students will be building something, and I will guide them, but I won’t be delivering lessons. That was the time I realized my students were heavily depending on AI, because there were so many times I could see it. I would know because the students would try to hide it. They would try to close a window on their computer, or they’d look surprised when I walked by. I would just tell them, “Why does it feel like you’re cheating? Why do you think you’re cheating?” I’d ask them, “Why don’t you want to admit to me that you’re using AI?” They felt ashamed about using AI. That was the turning point. I was like, this has to change. Somebody has to make these kids understand that they are losing a very, very important aspect of learning if they totally depend on AI.

I told them, AI is a tool that should help us, but not something we can solely depend on. There are some kids that really need AI. For instance, I have a student who is struggling with English, and some teachers are concerned he might not graduate. But in my class, this student is really doing his best. It’s difficult for him because it’s in English and his English level is low — but that’s why he needed AI. For that particular instance, I think that’s fine. But for other students, AI is just an easy way to get the answers, and this is not right — that’s why I needed to change the assessment.

TH: What steps did you take once you realized you needed to do something?

RB: I had a conversation with my students. I told them about recent MIT research in an article called “Your brain on ChatGPT” that suggested that AI can be helpful. However, if you just use it to do the work for you, it can undermine your learning. I also shared some statistics from McKinsey, the World Economic Forum, and related research from MIT about the problems with relying too much on AI. I told my students: you are taking computer science, and you are at the front line of the technology used in the classroom, so you have to do it right and influence your peers. That’s why I need you to really think about why there’s a need for using AI.  Surprisingly, they acknowledged the problem. They said they rely too much on AI, and I was happy that they understood there is an impact from using AI — it’s a double-edged sword.

Baronia’s presentation slide to the students about AI usage and its effect on learning
A slide from Baronia’s presentation to the students about AI usage

After that, I asked them: How do you think we should modify our assessments to make sure you are not relying too much on AI and are actually learning? I tried to involve them in the process, because I have teenagers myself, and I know this is a sensitive matter. That’s why I realized maybe I should involve them — ask them how they feel about changing the assessment, how they feel about giving lower weights to final products and instead focusing on the process. Then, when I suggested doing an oral defense, they said, ‘Yes, we’re fine, we’re excited, we want to do the oral defense.’ 

Another reason they agreed to the defense was because, as they were doing their first lab, some of them were already using AI, and when they took the unit test and progress check afterward, there was a gap between what they were able to show in their final product and their performance on the free-response questions. That means some of them really relied on AI — maybe the students couldn’t admit it to me, but they admitted it to themselves — because the test results didn’t match the quality of the product they submitted.

The Oral Defense

TH: So you realized you had to do something last November while they were doing one of the project-based learning in Unit 3, and then you had the discussion with them in December, in preparation for their second Lab. After you had the discussion and got them on board, what did you do?

RB: When they said it was fine to change our assessments, I presented them with a plan for an oral defense to come at the end of their 2nd lab, and they were okay with it. They told me they were excited and looking forward to the oral defense. We brainstormed how they would be assessed and who would be part of a panel of judges who would assess them. Then they continued working on their projects. For this lab, all the students chose to create, and they worked on it between December and February. There actually wasn’t that much class time, because in January we had our final exam for the first semester, so there was an interruption; and then one week after their exam, we stopped again because of the Chinese New Year holiday — that was a three-week holiday. So we held the oral defense about two or three weeks after the Chinese New Year. 

Picture of one of the student groups discussing their coding in the oral defense
One of the student groups discusses their coding in the oral defense

TH: Can you describe for us how the oral defense went?

RB: The panel was composed of two adults — I was one of them, and the second was one of the other computer science teachers. I also invited the head of curriculum, teaching and assessment, and the division directors, because in my mind I also wanted to offer this learning opportunity that might help change assessments in other subjects. Unfortunately, the administrators were not able to come because of their busy schedules. 

TH: Just so I’m clear: you and one other computer science teacher were on the panel. Was there anyone else? 

RB: There were two students. One suggestion from the students was to allow everyone in the audience to ask questions, but that would take too long, but instead I was able to include two students on every panel. 

TH: Did every student have a chance to be a panelist?

RB: Yes. Because I wanted them to also experience what it’s like to ask questions.

TH: Did you do any preparation for them in terms of being a panelist, or did you just assign them and let it go? 

RB: That’s a very good question. I shared with them some of my experiences as a panelist, but I did not have a formal session to practice asking questions — and that’s something I have to reflect on. I experienced one or two students who, when they were supposed to ask questions, either didn’t want to ask questions or asked questions that were more connected to emotions and not very technical, like, “Did you enjoy it?” or “Did you have fun?”

TH: Can you describe for me your experience with the oral defense? How long did it take to do all of them? How did it work?

RB: The students worked in groups to create their virtual pets, and every group had 15 minutes for the defense — it was actually quite short. So basically, each group had 3 minutes for the presentation, and they could do it in any way they wanted.

A lot of students in the first class did a traditional presentation — they demonstrated their app and what it could do. But in the second class, it was more video-based. They created a video, and one of them did something like a podcast, as a way to share what their project was about. After the 3-minute presentation, the panelists started asking questions. Every panelist could ask up to 2 questions, for a total of eight questions. I designed for about 1 to 1 and 1/2 minutes per question, plus the presentation, so it took about 15 to 20 minutes per group. But that meant I could only have two groups do the defense in one 40-minute class block. In my first class, it took me 2 days — or 4 blocks — to finish the oral defense. The second class was smaller so it only took 1 day. Then they did a reflection the following day.

A screenshot of a student group presenting their coding presentation along with a picture of the same group answering questions during their oral defense
YouTube video of students’ coding presentation & YouTube video of student oral defense

The teachers and students on the panel get a copy of the manuscript before the day of the defense so they can go over their answers and base their questions on what the group has written. It also comes with a link showing a demo video of how the code works. Due to limited time, review of students’ work happens before the defense, so what we focus on during the 20-minute activity is more on students proving their work, justifying their choices, sharing rationale behind, understanding how AI is used or influenced in their choices, and checking if the work is originally done by them with AI assistance.

The Assessment

TH: That’s really helpful. You created a Summative Coding sheet for the Virtual Pet Lab, which has a set of questions in the different sections. What was your rationale for this — why did you structure it that way?

RB: I created it because I want to focus on the process. If you look at the summative assessment guidelines, it focuses more on brainstorming — what is the algorithm, how did they come up with it? I was looking at the debugging ability of the students, and I wanted to see what bugs they encountered and how they fixed them. I was looking at the revisions they made — what are the changes, what are the new features they added? So if you look at the rubric, you’ll see the weighting is more on the process itself.

Panelist scoring sheet for teacher usage
Click here to download the panelist scoring sheet)

I created the sections so that students also know where the questions will come from during the oral defense — so they don’t feel blindsided. They also know from the rubric how much each section weighs, which tells them what’s more important. 

TH: And these criteria are connected to your learning goals and also to the expectations for the AP exam?

RB: Yes, I make sure this is aligned to what is being asked in the external exam as well. It’s like hitting two birds with one stone. I want them to have fun, I want them to be responsible in using AI, but at the same time I want to make sure they are prepared for the external exam. And true enough, when they reflected on this, that’s actually what I saw in the reflection.

Next week: “Be Honest, Grow With Your Students”: An Interview with Rose Baronia on her experiences with AI, Assessment, and a New Oral Defense (Part 3)

“AI is a tool that should help us, not something to depend on”: An Interview with Roselyn Baronia on her experiences with AI, Assessment, and a New Oral Defense (Part 2) © 2026 by Thomas Hatch is licensed under CC BY 4.0

“I Felt Like I Was Losing My Role in the Classroom”: An Interview with Roselyn Baronia on her experiences with AI, Assessment, and a New Oral Defense (Part 1)

What do you do when virtually every activity you ask students to complete can be carried out almost entirely by AI? That’s the challenge Roselyn Baronia faces as she tries to help her students learn to code in AP Computer Science A (CSA). In the first installment of our three-part interview about her efforts to integrate AI into her teaching and transform her assessment process in the 2025-26 school year, Baronia describes her background, how AI crept into her classroom, and the moment she knew something had to change. Part 2 will describe a key change Baronia made in the course: the development and implementation of an oral defense that students are now expected to complete along with one of their coding projects. Part 3 shares some of Baronia’s reflections on what she’s learned as she’s made these changes, as well as the implications for her future teaching. Baronia has been teaching at Tsinglan School, a private international school in Dongguan, China, since 2020. She is also the Head of the Computer Science Department, Technology Coordinator, and chair of the school’s AI committee. This interview has been edited for length and clarity and formatted by Adelaida Kim.For previous posts related to AI, see: Could concerns about the academic pressure on students in China lead to real changes in conventional schooling? Stability & change in the education system in China (Part 4); Scanning the global headlines for recent news on AI, schools, and education: Rapid growth in uses, users, and concerns.

As a resource for teachers interested in adapting an oral defense into their work, a public website provides access to some of Baronia’s materials from the virtual pet project, including a timeline, a lesson overview, student examples, and a rubric.

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Thomas Hatch (TH): Could you give us a little bit of background about how long you’ve been teaching and what courses you’ve taught, and then a little bit about the AP Computer Science A course and how long you’ve been teaching that?

Roselyn Baronia (RB): I’m actually a computer engineer by profession, and I used to work in an IT company in the Philippines. But then I was invited to serve as one of the panelists in an oral defense — in the undergraduate thesis defense at the university where I graduated. That actually started my career in teaching because, after that experience, I became a university instructor. Before I knew it, I fell in love with teaching. 

I’ve been teaching for 18 years in total, and in K-12 for the last 13 years. I used to be a teacher in an International Baccalaureate (IB) school, so all the schools I’d worked at were IB schools, except Tsinglan, which I joined six years ago. I’ve been teaching AP Computer Science A (CSA) for 5 years.

A list of skills students will learn from AP Computer Science A
Learning objectives from AP Computer Science A (CSA)

TH: How many sections have you been teaching each year?

RB: It started with one class, and I only had 5 students in that very first class. Then it started to grow every year, and currently I have 29 students in two sections. I meet them for eight blocks of 40 minutes in every six-day cycle.

A full teaching load at Tsinglan is 24 blocks, and I handle 16 blocks a cycle. This is reduced because I’m the Head.of the Computer Science Department and the Technology Coordinator for the whole school. At one point, the school asked me if I wanted to just concentrate on being the Technology Coordinator and stop teaching, but I said no; I still want to teach. I love teaching — I just really cannot let it go. I feel that my students need me, even if I have other whole-school work.

TH: And as the Technology Coordinator, you’re working with faculty to help them integrate new technologies and deal with all of their technology issues as well?

RB: Yes, and I’m also the Head of the Computer Science department for the whole school, so I wear multiple hats. In addition, I’m helping the school in data analysis, and I also chair the AI committee — that’s also a whole-school responsibility. There are so many things that I do, but somehow, they overlap. There’s a connection between all of it. It actually puts me in a very good position to understand why assessments should change or be modified, because I can see what is happening and how other teachers are thinking. If I were just a classroom teacher, maybe I wouldn’t have that insight.

TH: Can you describe the basic structure of Computer Science A? 

RB: There are actually four units. This is the first year the College Board changed the syllabus. In the past, it was always 10 units, but this year was the first time they reduced it to just four units, and there are four recommended laboratories that we have to do so that students will be more prepared for the external exam.

Baronia's AP Computer Science A course timeline
*There is a holiday from September 27 – October 8, 2025.
** There is a Winter Holiday from December 20, 2025 – January 3, 2026, followed by a Semester 1 Final Exam until January 8, 2026.
*** These labs are assigned after the mock exam that occurred during April as enrichment activities. Instant feedback is provided; students can mark their own work from the College Board website. 

I’m using a book created by RuneStone Academy called CS Awesome. It’s free, and it’s very helpful because it’s very much aligned to how the College Board expects us to deliver the lesson. That book also comes along with an IDE, or Integrated Development Environment; it’s like the platform where students can actually create code. But the students also have access to other IDE’s, and this is where I realized the need to modify the assessment, because the moment students leave the College Board platform or the CS Awesome platform, they begin to use an IDE that has AI embedded in it. This was a turning point for me when I kept seeing that.

TH: Just so I’m clear, can you describe what an IDE is for those of us who don’t know anything about coding?

RB: In the old days, if you used Windows, you had a text pad, and this is where you actually coded, and we coded a lot of HTML or CSS to build a web page. The IDE is similar to that text pad, but it’s much more sophisticated because AI is already built into it. So if you type the first line, AI will already predict what you’re going to do and provide some parts of your code and suggest what you should do next. 

However, inside the College Board platform, there is no IDE at all. So, if students are going to answer something or take a test, they don’t have an IDE — they really just have to write code without indentation, without anything that shows it’s code. But for the labs, because they have to create a real project that actually runs, you cannot use the College Board platform. You really need to go outside of that, and that is when we begin having a problem, because they will be using an IDE like GitHub or Visual Studio. When they start using these IDEs, AI is already built in. When they start to write a line of code, AI will automatically suggest the rest. That got me thinking: how will I know that my students are actually thinking critically if they keep on using an IDE that has AI built in?

AI and the Challenges and Opportunities for Assessment and Learning

TH: When did you realize you needed to make a change in your teaching and assessment because of AI?  

RB: It started this past year, in our spring semester of 2025. It all happened after the Chinese New Year. The principal spoke about AI and that we have to use AI, so everything became about AI. The teachers were excited about it because they were thinking it was going to save their time — that was the initial feeling.

But then, as Technology Coordinator, I observe classes, and even when I walk through the hallway, I can hear teachers saying, ‘Okay, you can use AI.’ But the students don’t know how to use it effectively. That started the conversation among teachers, and because I’m also chair of the AI committee and also connected to our Continuous Improvement Group, I was a part of a number of conversations where teachers started talking about their concerns about the use of AI. That started me rethinking what I was doing in the classroom.

Before that, I would just kind of ignore AI or try not to recognize that my students were using it. Maybe I was in the denial stage at the beginning, but I was thinking, ‘Oh, my students probably won’t do that,’ or I would remind them, ‘Please don’t use AI.’ I was like that. But then this past fall when I saw that AI was getting more sophisticated, I realized I had to make a change. 

TH: Bring me back to the moment last fall — what led you to the realization that you had to change your practice because of AI? 

RB: What I usually do in the classroom is spend maybe 5–10 minutes in the beginning to set the tone — to tell the students what the learning objective is, how we’re going to achieve it, point out the vocabulary words, have a little discussion, and then have them do an activity. While they are coding, I walk around, and I usually see errors—there are bugs—and I check if they need my help. If they do, I’ll help them, or I’ll ask them about their reasons. Why is your algorithm like this? Why are you using conditional statements, for example, or why are you using a “while loop” instead of a “for loop”? 

In the past, maybe two or three years ago, when AI was not yet very well known to my students, I noticed they could articulate their decisions much better than now. Just as I said, a lot of my students now say, ‘This is what AI told me, I have to do this.’ That was frightening — there would come a point where students would no longer be thinking because they would just follow what AI tells them to do. AI here in China is also embedded in the browser — they have something called Doubao. I don’t know if you’re familiar, but it’s the most popular AI assistant in China; it’s like Gemini in Google Chrome. It’s very accessible to the students, and some of the students even use DeepSeek because their parents told them they can use it for their homework. So, I felt like I was losing my role in the classroom — like I was competing with AI.

TH: What do you mean when you say “I feel like I’m losing my role in the classroom”?

RB: I feel like I’m competing with AI. If I say something, and a student says, ‘But Miss, AI said it like this,’ then I feel like I need to justify what I’m doing. And then there’s tension, because I might tell them they’re not supposed to use AI. So I realized maybe what I’m doing is wrong. Maybe I should acknowledge that AI really exists, and that they can use it and do their projects with AI. But then the focus of my marking and scoring should no longer be about the final project, because I can no longer trust that it is fully their work.

What I really want is for my students to be very prepared for the external exam, because the parents are expecting their kids to get a good mark. I was thinking, how can I do that if I allow them to use AI but then mark the final product, which I know they can do so easily because of AI’s suggestions? That’s why I thought there has to be a change in how I conduct my assessment.

TH: That’s really helpful, but let me make sure I understand: The final product you’re talking about — is that the AP exam itself, or is it a project or culmination of your class?

RB: The final product I meant is the projects created based on the AP’s laboratory requirements. The College Board does not require projects for AP Computer Science A, but students have to do laboratory activities because that will help them retain the concepts and skills that are being assessed in the free-response questions, or FRQs, on the AP exam. For the exam, AP uses an app called Blue Book. It’s a kind of software with an embedded secure browser where students cannot leave that window. So when they take the test, they stay only in that environment, and they can’t use AI. 

TH: So was part of the problem that, on the one hand, you wanted them to be able to use AI, but on the other hand, you worried that they would then not be able to do well on the exam when they didn’t have AI?

RB: I want them to be prepared for the test — that’s a given. And when they take the test, there’s no AI; that’s for sure. But when they do the laboratory activity — which is very engaging for them because it prepares them for the exam — they’re being very playful, creative, and thinking of other things to add. But for them to be able to do that, they have to go beyond the curriculum, and so they need AI to help them.

It’s kind of tricky, because they are pushing themselves very much to come up with something. For instance, one of the students created a rhythm game. For her to be able to do that, she had to know how to create an interface in Java — and that is not part of the syllabus. She said, ‘Miss, it won’t feel good if I can’t finish this.’ That’s why she needed AI. But at the same time, I was also afraid that if she kept on using AI, maybe she wouldn’t be thinking deeply, and maybe she wouldn’t score high on the exam.

Next week: “AI is a tool that should help us, not something to depend on”: An Interview with Rose Baronia on her experiences with AI, Assessment, and a New Oral Defense (Part 2)

“I Felt Like I Was Losing My Role in the Classroom”: An Interview with Roselyn Baronia on her experiences with AI, Assessment, and a New Oral Defense (Part 1) © 2026 by Thomas Hatch is licensed under CC BY 4.0

Fostering collective responsibility for inclusive education: Developing national support for immigrants and multilingual learners in Iceland (Part 2)

Learning materials, language support, and cultural mediators, these are a few of the elements of Iceland’s efforts to create a more welcoming and inclusive education that Fríða Bjarney Jónsdóttir discusses in the second part of this interview. In the first part of this conversation with Thomas Hatch, Jónsdóttir outlined some of the first steps Iceland has taken to establish their national approach. Jónsdóttir works as a specialist at the Ministry of Education and Children coordinating the MEMM project an abbreviation for education, welcoming and culture. The project  is being developed in close collaboration with the Centre for Language and Literacy in Reykjavík and the newly established national Directorate of Education and School Services. Previously Jónsdóttir was the head of the Center for Innovation at Reykjavík’s Department of Education and Youth and before that served as a coordinator for multicultural education in preschools. For earlier coverage of developments in Iceland’s education system see part 1 and part 2 of a conversation with Jón Torfi Jónasson “On the inertia of education systems and hope for the future” and “Relish the freedom you have and find the balance.”

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Thomas Hatch: You’ve talked about some of the major initiatives you’re pursuing now including the collaboration around the data system, the production of resources and curriculum for inclusive education, and the development of a group of cultural mediators who can help educators and schools address the needs of immigrant families. But what about the challenges? What are some of the issues you need to deal with in order for your work to be successful? 

Fríða Bjarney Jónsdóttir: One of the issues is that Icelandic is a really tiny language. It doesn’t have much global value. As a result, you might have parents who’ve been living in Iceland for years and years without learning Icelandic. They could be working in the tourist industry, for example, but the company owners don’t care whether their staff speak Icelandic or not. There is a policy to support the learning of Icelandic as a second language, but it’s not acted on, and everyone needs to take responsibility for that. 

We need to provide an Icelandic learning community to support learning the language, and one way we are trying to do that is through continuous education. In almost every corner of Iceland, you have a center where you can go and you can learn all sorts of things, including instruction in Icelandic. But there’s no standardized syllabus, and we don’t have standardized learning material. 

TH: So that’s part of the reason you are trying to create the resources and materials for more effective instruction for Icelandic as a second language? 

FBJ: Yes, we’re doing that for the pre-primary, primary and secondary levels, but ideally it would happen for continuing education as well. It should happen at all levels. Just to give you an example, I was in a municipality where almost 70% of the children in the schools have an immigrant background. I told them, “Okay, you want us to do something about the schools and the education of the children, but what is the welcoming plan of the municipality? How do you welcome newcomers into your municipality?” This can’t be just about the schools.  There has to be a plan for how the community welcomes newcomers that includes both the municipality and the schools. 

Reykjavik has that kind of plan. The idea for their welcoming plan actually started in the Reykjavik Youth Council. That Council includes kids who are 14 to 18, and they can create proposals and appeals for the City Council to consider. They participate in one meeting with the City Council to put their ideas forward, and the City Council accepts some of the appeals.  The ideas that are accepted are sent to the relevant department, like the city’s Department of Education and Youth or the Department of Welfare. 

Back in 2015, I was leading the multicultural team at the Department of Education in Reykjavik, and the Youth Council introduced this idea about how the neighborhood could welcome newcomers. I thought it was so interesting that the youth council was bringing this up, so I called them all in and said “I want to hear the story behind your idea.” This guy who was already in upper secondary school, I think he was 17 at the time, said he was Icelandic, and he was living in a neighborhood in Reykjavik, where you have the most immigrants. “I’ve been in the same school for 10 years,” he told me, “and I’ve been having kids coming in my class every year that don’t speak Icelandic. For many, many years, I was with the same boy from Poland, and no one taught me how to talk to him. I feel so guilty about that, and I wanted to do something about it.” That was the beginning. Now there is a collaboration between the schools and a service center in the four districts of the city. This approach has been implemented in all the districts in Reykjavik, but it’s not something that’s happened nationally. One service center situated in the most diverse district has  “ambassadors” that have been appointed from about 9 or 10 immigrant groups. The ambassadors act as consultants to the service center to help them improve their services, and they serve as a link to the immigrant groups in the district. There are some municipalities, like, the municipality closest to the airport where they have been doing wonderful work, that we can all learn from, but it’s not exactly the same in each place. 

I also remember this wonderful welcoming plan that was in the East fjords some years ago where they had a welcoming person who met all new families. It didn’t matter where they came from, she met all the new families a few days after they moved to the town; gave them a card for the library, visited the pool, showed them where the social services were, and took them to the schools.  Now, when I visit other places, I point out to them that you cannot do this in isolation, and you can build on these examples from Reykjavik and these other municipalities.  

TH: You’ve talked here about welcoming immigrants, but in many cases, with refugees in particular, you’re welcoming people who’ve experienced trauma. How have you addressed that?

FBJ: This is something that we are learning little by little. I know in the US you have had trauma sensitive education and other initiatives that we have not had here, but it’s coming. We have a project we are working on now, Heillaspor that’s nationwide for Icelandic schools. It’s based on a Scottish project called Nurture. That’s an inclusive trauma sensitive project based on attachment theory: How do you build relationships and connections between adults and children? Between the children themselves? Between children and families? Between families and schools? And how can you support teachers in protecting themselves, their emotions and feelings so that they become less fragile in difficult situations? 

Heillaspor (Nurture), Directorate of Education & School Services

But we also have some local projects. One that I have visited is developing micro-initiatives to support children and families who having huge challenges, in terms of finances, parents with drug addiction, children not going to school and all that. One of the initiatives that they are implementing, is called SPARE (It stands for supporting parents among refugees in Europe). They provide a 12-week program for parents with a refugee background and provide clinical therapies. 

TH: Are there any other major challenges that you’re facing? 

FBJ: There are so many challenges! The dominance of English is another challenge for teaching Icelandic as a second language. English is almost the lingua franca in Iceland so there’s a fight to keep the Icelandic language alive. My background is in multicultural, multilingual pedagogy, so when I’m working with multilingual children and families, I build on the strengths and resources that they bring to the school. For example, I will try to activate their languages while teaching them Icelandic. I will try to learn about our similarities and our differences. But that’s becoming a challenge because English is the language that everyone is using, so, for many teachers, it’s easier to speak English to newcomers. Teachers who are responsible for teaching Icelandic as a second language only work with a child for a few hours a week outside the regular classroom, and there is not a focus on building relationships through Icelandic with the classmates. As a result, there is a danger that the  child goes back into the regular class and never practices Icelandic. That’s why we are also trying to change attitudes and beliefs and make it clear that learning Icelandic as a second language is a joint responsibility of the whole school not only the appointed second language teacher. 

But this work has to deal with the increased racism, hate speech, extremism, and polarization that you are seeing in the US and Europe as well. This certainly makes it difficult when you want to work in an inclusive way with cultures and languages. As one example, I gave a course for all the head teachers of preschools in one of the neighborhoods in Reykjavik. I talked about attitudes and beliefs and what inclusion means. What does it mean to be culturally sensitive? They did all sorts of projects and discussions about this, because you can provide all sorts of material and support, but if people don’t work with themselves and their own beliefs and attitudes, things hardly change. We see this as a huge, huge, huge challenge. This is an issue everywhere, but at least the policy here is in favor of multilingualism and multiculturalism. 

The education of teachers is another huge challenge. Icelandic society has changed very, very fast, and teacher education is struggling to keep up with the pace of societal changes. We don’t have a good knowledge of how to teach Icelandic as a second language, for example. We have to build up that knowledge, and we also have to build up the knowledge of culturally and linguistically sensitive practices and our projects are trying to contribute to that. 

TH: Is there anything that’s been successful in working on teacher education? Any area where progress is being made? 

FBJ: There are some good initiatives at our universities for teacher education, and you have teachers that really want to change things. We are working with many different groups, including representatives from the universities, the teachers’ union, the Association of Municipalities, and we are having meetings about teacher education. You could say, we have “opened the mic.” There is also a recent book about teacher education in the Nordic countries when it comes to multilingual children, and there are two chapters about teacher education in Iceland (Teacher education for working in linguistically diverse classrooms: Nordic perspectives). 

TH: All this gives us a great sense of the initiatives you’ve gotten started. Is there anything else that you see coming down the line or that you’re hoping to get going as next steps? 

FBJ: We have less than year to go with this project, and it’s supposed to finish with a draft for the parliament that describes what we want support for school services and support to the municipalities to look like. At the same time, I hope we would get some kind of a consensus between the state and the municipalities:  What is the responsibility of the state? What are the responsibilities of the municipalities? And how are we going to divide the cost? This work has been going on for a while. I think that now we know the challenges. We know what we have to do. We have a lot of resources, but we need this collaboration, and we need a systemic approach so we can work on this together. 

Part of what I’m trying to do during these two years is influence attitudes and change how people view working with culturally and linguistically diverse groups of children so everyone sees that it’s not a matter of fixing someone; it’s not a matter of a single teacher being responsible. We as a society are responsible for building on the resources that people bring and providing them the education they need to live here. That’s where I would like to see us.

Building bridges and creating a warm welcome: Developing national support for immigrants and multilingual learners in Iceland (Part 1)

What does it take to create a safe and welcoming environment for all learners? Fríða Bjarney Jónsdóttir discusses Iceland’s efforts to create a more inclusive and systemic approach to supporting immigrants and multilingual learners in the first part of this interview with Thomas Hatch. Part two of the interview will discuss some of the key challenges these initiatives have to address in order to be successful. Jónsdóttir works as a specialist at the Ministry of Education and Children coordinating the MEMM project — an abbreviation for education, welcoming and culture. The project is being developed in close collaboration with the Centre for Language and Literacy in Reykjavík and the newly established national Directorate of Education and School Services. Previously Jónsdóttir was the head of the Center for Innovation at Reykjavík’s Department of Education and Youth and before that served as a coordinator for multicultural education in preschools.  

The MEMM project was created to support inclusive education and the education of multilingual learners, a need that has been growing with substantial increases in immigration since about 2014. Among other things, immigration to Iceland has been driven by economic opportunities, particularly in the tourist industry. With a total population of less than 400,000 and almost 2.3 million visitors in 2024, immigrants fill about 40% of the jobs in the tourist industry, with many of those immigrants coming from Poland, Ukraine, and the Philippines. For earlier coverage of developments in Iceland’s education system see part 1 and part 2 of a conversation with Jón Torfi Jónasson “On the inertia of education systems and hope for the future” and “Relish the freedom you have and find the balance.” 

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Thomas Hatch: Can you tell me about some of the problems that led to the development of the Directorate of Education and School services  and to your efforts to build national support services for inclusive education and multilingual learners? 

Fríða Bjarney Jónsdóttir: In Iceland, we face the problem that we have very, very tiny municipalities that have very minor support services for their schools, and there is no national support system for children with diverse linguistic and cultural backgrounds. Although Reykjavik and some larger cities have developed these support services, the smaller municipalities don’t have this capacity. As a result, the government has changed the law and expanded the responsibilities of the Directorate of Education and School Services.  The MEMM project is part of this expansion and aims to respond to this challenge by learning from municipalities that have developed their school services and building the infrastructure of materials, tools, and services needed to support the education of multilingual and immigrant children across the country. 

64.7% of first and second generation immigrants in Iceland were living in the Capital region in 2025, but the Southwest region had highest proportion of immigrants, where 33.1%of the populations were immigrants, Statistics Iceland

I’m here at the Ministry of Education and Children now for two years to coordinate this project. Before this I had participated in developing a team for the Centre for Language and Literacy in the city of Reykjavik that had a similar goal. One of the first things that we did through the MEMM project was to move that team from Reykjavik to this new national Directorate for Education and School Services. That way, the new people we are hiring can build on that earlier work. 

The Directorate of Education and School Services is also developing a new database that will provide schools with a completely new system for tracking children’s progress along with a toolbox for supporting teachers’ development. But it’s important to note that providing these kinds of services for schools is a total shift in the way that the Directorate works. Before this, the Directorate was primarily responsible for standardized testing and for publishing learning material for primary and middle school (for compulsory or “basic” education). Now, the Directorate has been tasked with creating the first database that provides real time information about which children are in each school. The teacher can see it; the headmaster can see it; the municipality can see it. We are collaborating with the team that is designing the database to make sure it includes information about children’s linguistic background. With the new database, we will be able to see, for example, how many children with each kind of linguistic background are in a particular school and how they are progressing. We can use that information to think about how we can improve our services to each school, and so that they can improve their support for each child, particularly if the child is not progressing. That effort is a part of making sure that children with linguistic and cultural background have a place in all the education initiatives that are being planned. We are also developing curriculum materials for teaching Icelandic as a second language. Up to now, it has been the responsibility of the teacher who teaches Icelandic as a second language to find their own materials. 

We’re also working on issues like how do you welcome refugee children, refugee parents, refugee families that don’t understand the Icelandic school system? And what kinds of early interventions, inclusive approaches, and culturally sensitive approaches are needed when working with immigrant children and families? As part of our project, we are developing a framework and collecting good examples of welcoming plans from Reykjavik and municipalities that have been working on these issues for some time. Additionally, we will have videos for parents about the Icelandic preschool and compulsory school system, and we have “cultural mediators” that can invite parents for discussions about what’s the difference between, say, the Polish school system and the Icelandic school system. 

TH: Could you say a little bit more about the cultural mediators? 

FBJ: That’s one of the innovative projects we started in Reykjavik thirteen years ago. I had a grant to develop this one position with a Polish speaking mediator for preschools, and now Reykjavik has four of those positions for immigrants who speak Polish, Filipino, Arabic, Spanish, English and Ukrainian. We call these cultural mediators Brúarsmiðir, which means bridge builders, because we’re building bridges from one culture to the other. In our current project, we have hired four more people to serve as cultural mediators, and they are collaborating with the team from Reykjavik. There’s a slightly different role with those working in Reykjavik and those we hired to work in the Directorate, because by law, the municipality has different responsibilities for their schools and families than the state. In the municipalities, you can work with individual families, but when you are coming from the Directorate, you hardly work with individual families. Instead, you help the school and the teachers to become more culturally sensitive.  

Educational Toolbox to support the work of cultural mediators from the Center for Language and Literacy, Reykjavik

TH: And do you have an example or a story of a successful mediator? 

FBJ: There are many stories! For example, it’s a very common misunderstanding that if a child speaks another language at home and the child is not making progress in Icelandic, the teacher assumes that the child is very good in their mother tongue, so the Icelandic doesn’t matter as much. But when you have the cultural mediator sitting down with the teacher and the parent, the cultural mediator realizes that the parent thinks that the child is perfect in Icelandic but is not very good in their home language. The cultural mediator can help the school and the parents to work together developing a shared understanding of the child’s strengths and the possibilities for improvement

When the Ukranian war broke out and also when we had a large group of refugees coming from Palestine, Reykjavík created what we’re calling family and school-based centers  that can provide a “soft welcoming” into the system. The cultural mediators can work there and talk to the parents and help clear up any misunderstandings. It’s not like we can take prejudices away, but when you have someone who can understand both sides, it’s easier to build cultural sensitivity into the system.  

TH: I’ve talked to people in Poland who’ve taken a similar approach to welcome Ukrainian refugees into their system (see Jacek Pyżalski on the Refugee Crisis and the Polish Education System’s Response to the War on Ukraine). Obviously, you can’t cover every language or every background, so how do you handle that? What happens if there’s no cultural mediator that fits your background or your language?

FBJ: We can’t cover all of them, but we try to collect information about as many school systems as possible. The cultural mediators also host webinars and courses for Icelandic teachers to learn about the school system in Poland, the school system in Ukraine, and other places. This can help teachers to understand what to do if there is a parent who is not willing to put their child in afterschool activities for example. Informal education is very, very highly regarded in Iceland, and it’s an important part of the whole system. But some immigrant parents may think afterschool activities are a waste of time because the child is “not learning.” The cultural mediators can sit down and help the teacher explain why it’s important for the students, how it can support their social development, and how it can help build trust among a group of children. I cannot emphasize enough the importance of having the mediators in our system, but we cannot put the sole responsibility on their shoulders.  We need cultural sensitivity and inclusive thinking from all our teachers, head teachers, headmasters. We cannot take that responsibility away from the school just because we have a mediator.  

Next week: Fostering collective responsibility for inclusive education: Developing national support for immigrants and multilingual learners in Iceland (Part 2)

Why Is Meaningful Educational Change So Difficult to Achieve? The Re-Educated Podcast with Goutham Yegappan and Thomas Hatch

What if the most important part of education is learning how to live with uncertainty? That’s the question that Goutham Yegappan pursues in the 8th season of his Re-Educated Podcast. In the latest episode, he discusses these issues with IEN Editor Thomas Hatch, who highlights the multi-layered problems that make it so difficult to improve schools on a large-scale. For previous interviews, see “Thomas Hatch on The Education We Need and the Future We Can’t Predict” Getting Smart podcast (2021); “What Type of Education Do We Need for a Future We Can’t Predict?” The Getting Unstuck Podcast (2021); Mapping New York City’s ‘School Improvement Industry’ CPRE’s Research Minutes Podcast.

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Thomas Hatch on the Re-Educated Podcast with Goutham Yegappan (YouTube video); Spotify: Apple Podcasts

02:10 – Thomas Hatch’s Path into Education Research

06:45 – Understanding the History of Education Reform

12:30 – Why Promising Reforms Often Fail & The Complexity of Systemic Change 

18:40 – The Architecture of Education Systems

24:55 – The Challenge of Scaling Innovation

31:10 – Policy, Practice, and the Classroom Reality

37:20 – Accountability and Its Unintended Consequences

43:35 – Improvement Science and Systemic Change

49:15 – Rethinking School Reform for the Future

55:10 – Lessons for Educators and Policymakers

58:30 – Closing Reflections

What Conditions Could Foster More Balanced School Experiences? Stability & Change in the Education System in China (Part 5)

Can the changing economic, political, and demographic conditions in China combine with growing concerns about students’ mental health and wellbeing to create a more balanced education system? Thomas Hatch explores this question in the final post in a series that shares his reflections on his conversations with Chinese educators and visits to Chinese schools over the past two years. The first post in this series explored some of the “niches of possibility” within the conventional Chinese curriculum and schedule that may foster the development of more student-centered approaches. The second post reviewed changes in educational policy in China that may have created some additional flexibility for schools to pursue innovative educational approaches and reinforced exam pressures at the same time. The third post discussed how one experimental school is trying to take advantage of AI to support students’ learning and development and the fourth considered recent efforts to respond to growing concerns about students’ mental health.

For other posts on education and educational change in China see “Boundless Learning in an Early Childhood Center in Shenzen, China;””Supporting healthy development of rural children in China: The Sunshine Kindergartens of the Beijing Western Sunshine Rural Development Foundation;” The Recent Development of Innovative Schools in China – An Interview with Zhe Zhang (Part 1 & Part 2);” “The Desire for Innovation is Always There: A Conversation with Yong Zhao on the Evolution of the Chinese Education System (Part 1 & Part 2);”“Surprise, Controversy, and the “Double Reduction Policy” in China;””Launching a New School in China: An Interview with Wen Chen from Moonshot Academy;”and ”New Gaokao in Zhejiang China: Carrying on with Challenges


The elite schools I visited in China demonstrate the kinds of innovative practices that can fit into the Chinese education system even with its exam-based focus and intense academic pressures. At the same time, the academic pressures continue to constrain any attempt to change instruction and spread more student-centered pedagogies on a wide scale. Although it seems that there may be no way out of the “trap” of increasing academic pressure, it’s also clear that the Chinese education systems has changed substantially over the past thirty years, in concert with significant developments in the demographic, economic, technological and political conditions in China.  These realities left me wondering: Could China leverage the changing societal conditions to create more balanced educational experiences for future generations of students?

Changing conditions in China over the past 30 years

In China, the massive expansion of education at every level, and particularly the growth in the number of university places could have helped to lessen some of the exam-based pressure on students. However, those developments took place along with the massive growth in the Chinese population to over 1.3 billion people by 2010. At the same time, almost 800 million people have lifted themselves out of poverty and China’s middle class, now the largest in the world, includes over 500 million people.  Even with the substantial increases in the number of colleges and universities, those developments mean that many more parents aspire to get their children into a handful of top institutions of higher education and many more students are competing for those limited places.

Further fueling the pressure is a substantial rural-urban divide, with students in rural areas experiencing much more difficult basic conditions and much less chance of getting a good education, getting a good score on the Gaokao, or getting into college. Although most villages had a primary school of some kind in the 1990’s, as birth rates fell and rural parents migrated to cities to take advantage of the economic opportunities, almost three-quarters of all primary schools – around 300,000 – were closed. As a consequence, some children have to travel long distances to school and others spend the school week at boarding schools, including what are estimated to be some 60 million “left-behind children” whose parents could not take them when they migrated to find work. As of 2015, there were about 100,000 boarding schools in rural China, with an estimated 33 million children living in them, including about 12% of primary school children and 50% of rural secondary school students. Crucially, the difficult conditions contribute to the gap between urban and rural students in high school completion and access to higher education. 

Recent changes in birth rates, employment, and college enrollment 

But conditions are changing again – fast. Births in China have now declined so much that the birth rate in 2023 was about half of what it was in 2015 only eight years earlier. The population decline in 2023 was also twice as large as it was in 2022, the first year the population dropped in 60 years. China’s economic growth has now slowed to one of its lowest rates in more than three decades; a real estate crisis has contributed to plunging house prices; and unemployment among youth has been so bad that in 2021 more than 70% of those 16 – 24 year-olds who were unemployed in Chinese cities had a college degree. By 2023, once the overall youth unemployment rate passed 21% China temporarily stopped reporting the figures. In 2024, with a new measure that excludes students, youth unemployment still stood at over 14%. At the same time, the expansion of higher education has continued while employment opportunities for post-secondary graduates have dropped. In 2024, only half of the 11.58 million graduates have gotten a job or gained admission to postgraduate study. Recognizing that problem, the Chinese government has encouraged universities to admit many more masters and doctoral students, leading enrollments in graduate programs to double between 2010 and 2021.

Number of total enrollments for graduate students (2010–2021). Graduate Education in China

Unfortunately, the glut of college graduates, in turn, has contributed to diminished job prospects for many of those who worked so hard for good grades and high scores on the Gaokao. As one researcher at China’s National Institute of Education Sciences put it, college graduates should lower their expectations and look for jobs in sectors such as food or parcel delivery; other reports claimed masters degree recipients were taking on jobs like trash collectors. These changing circumstances challenge the very idea that schools are a vehicle for upward social mobility As one joke puts it: “The mortgage is nearly 10 million, the spouse does not work, and the second child is studying abroad. This is simply the three things that will cause the middle class to fall back into poverty.” Given these developments, some researchers see a recent drop in the number of graduate school applicants as a “return to rationality” Perhaps, the latest generation of Chinese students are beginning to recognize that postgraduate study can no longer guarantee them a better job.  

Under these demographic and economic conditions, it’s possible to imagine scenarios where the seemingly inevitable increases in academic pressure and competition might subside somewhat. After years of urbanization that exacerbated the rural-urban gap in educational and economic prospects, a “reverse” migration and a redistribution of the population back to smaller cities and rural areas may be underway. Rural – urban migration had already slowed down before the COVID pandemic, and China’s statistics bureau reported that there were almost two and a half million fewer migrant workers in urban areas in 2021 than there were in 2019, with more migrants staying closer to home. That reversal has been aided by the development of the digital economy and opportunities for remote work as well as by longstanding restrictions that make it difficult, if not impossible for migrant workers to access housing, schooling for their children, and other benefits.  

Since 2012, the Chinese leadership has also made reducing the gap between urban and rural development a priority, and the government has supported investment in rural areas through a variety of policies. In 2015, for example, the General Office of the State Council of China issued the “Opinions on Supporting Migrant Workers and Others Returning to their Hometowns to Start Their Own Business” to encourage migrant workers, college students, and retired soldiers to return to their hometowns to start new businesses. in 2017 those efforts took off with the announcement of a “rural revitalization” strategy. That strategy seeks to make China self-sufficient in terms of food production and consumption and focuses on modernizing agriculture and rural areas by 2035. Policies and investments are designed to accomplish critical tasks like ensuring the grain supply, developing high-quality rural industries, increasing farmers’ incomes, and fostering a beautiful countryside. The strategy is encouraging a generation of “’new farmers,’ mostly well-educated young people with new ideas and skills,” to move from big cities to the countryside. In 2021, 1.6 million more people returned to the countryside than in 2019, with the government reporting that more than half of the entrepreneurial projects it supported focused on using livestreaming and other online methods to sell products. 

Taken together, these changes could encourage many more students and their families to stay where they are and to take advantage of the massive growth in higher education outside the major cities. With a decreasing population more distributed around the country there could be fewer students competing for an expanded number of places in colleges and universities. At the same time, if more youth recognize that academic competition is not yielding the access to elite universities or job prospects that previous generations expected – and they see that more studying does not necessarily lead to better results – academic pressure could subside further. 

New developments in curriculum, technology, and assessment?

A new set of curriculum standards and new textbooks may also help to fuel this shift, providing a policy context that can encourage many schools to pursue more student-centered learning. As one description of the changes put it, beginning in 2024 with the initial introduction of new textbooks, “compulsory education will enter a new era in which new curriculum standards, new textbooks, and new classrooms are mutually compatible, from the past ‘educating for scores’ and ‘educating for abilities’ to the comprehensive deepening of ‘educating people.’”

The new curriculum and textbooks continue to highlight the learning of subjects but promote a change in focus from “fragmented class objectives” to more integrated and systematic unit objectives, a new emphasis on the transfer and application of knowledge, and a transition from “practicing questions to solving problems.” The math textbook, for example, has added two “mini-projects” for each semester that are supposed to take up at least 3 lessons. The changes in the English textbooks create another niche of possibility for more interdisciplinary and student-centered learning by spending less time on grammar and organizing each unit around theme-based projects. Changes being made in the questions for the Gaokao to focus more on applications of knowledge and on problem-solving rather than on memorization could play an important part in this shift. 

Technological developments could also facilitate the development and spread of innovative practices by facilitating more personalized learning experiences and contributing to more powerful assessments. Although these new technologies and AI could be used to teach students more and more traditional content and skills more quickly, they could also help to make conventional instruction much more efficient. As the efforts of the teachers at the Suzhou Experimental Primary School demonstrated, AI could also create more space and time for student-centered learning experiences and to support the development of a much wider range of interests and abilities and student wellbeing. Of course, such technological development in schools depends on close cooperation between AI and tech companies and Chinese schools as well as the Chinese government’s continuing efforts to support digitization of schools and teaching in remote rural areas. 

As I have argued in “The power of condensing the curriculum,” all of these demographic, economic, political, technological and educational changes could create the opportunity and incentives to reduce the time spent on exam preparation and create more balanced school experiences. All of these are enormous “if’s,” however. Predicting generational attitudes, in particular, is far from an exact science and certainly not something to count on. As Yong Zhao, a well-known expert on educational change and China told me in my interview with him before my first trip, “China will not drop the Gaokao,” and taking the “tang ping” route for many is a risk that could have consequences like social isolation, diminished economic potential, and a lower standard of living. 

A perfect storm or just another typhoon? Changing society, changing beliefs, changing schools

In the end, real changes in the academic pressure, and expanding support for a wider range of abilities and student mental health and wellbeing in China, as in the US and education systems, depends on the “perfect storm” of changes in education policies, technologies, economic and demographic conditions, and changes in the deep-seated values and beliefs that sustain conventional school practices. 

As important as the Gaokao may be, by the time I left China I was convinced that the Gaokao is just an expression and manifestation of a basic belief that those who score the highest, those who work the hardest, deserve the riches they accumulate. In that sense, China may not be that different from the United States, where that same kind of belief in individual achievement sustains a highly inequitable system and the conventional modes of instruction and schooling it relies on. 

As Daniel Markovitz argues in The Meritocracy Trap, in the US, success in school and in life is generally seen as a product of an individual’s talent and effort. Similarly, failure – in terms of poor grades, the inability to get into a good college, get a good job, or make a good living – is often cast as a personal failing rather than a manifestation of systemic inequalities. From this perspective, those who score high on exams, secure admission to an elite college, become CEO’s or make billions of dollars deserve the rewards and riches they have attained. My conversations with many of my colleagues and many students in China seemed to echo these beliefs, as they noted that competitions and rankings, including the Gaokao, provide the best way to identify those who will be most successful despite the pressure and the problems it produces. Those beliefs also contribute to an internalization of failure and feelings of shame, with many students worrying that with poor performance in school or on the Gaokao they are letting their families down. 

Changing any education system depends on understanding the complex interplay of historical, geographic, demographic, economic, political, and cultural conditions that produced the schools, policies, and practices that operate today. But it also means confronting those conditions, while embroiled in them. We can look for leverage and open up opportunities for people to expand their views, question their values and beliefs, and develop alternative points of view that might support the emergence of new institutions, structures, and practices over time.  Perhaps these generational changes can support the emergence of a hybrid “East/West” approach to education that provides a better balance between a focus on academic achievement the development of a wider range of skills and students’ wellbeing.  

Could concerns about the academic pressure on students in China lead to real changes in conventional schooling? Stability & change in the education system in China (Part 4)

Can growing concerns about students’ mental health and wellbeing support the emergence of educational practices that combine a focus on academics with more student-centered pedagogies? In the fourth post of this five-part series, Thomas Hatch explores this question, prompted by his conversations with Chinese educators and visits to schools and universities in Beijing, Ningbo, and Dongguan. The first post in this series described the “niches of possibility” within the conventional Chinese curriculum and schedule where innovative schools are developing more student-centered approaches even within a heavily exam-based system. The second post discussed some of the changes in educational policies and regulations that created some flexibility within the system but may have contributed to academic pressures as well. The third post shared some examples of how teachers in a primary school in China are using AI to support students’ learning and engagement. The final post will discuss what can be learned from the ways that the Chinese education system has evolved over the past twenty-five years and how future changes could allow for the emergence of more student-centered instructional practices and more support for students’ wellbeing.

For other posts on education and educational change in China see “Boundless Learning in an Early Childhood Center in Shenzen, China;””Supporting healthy development of rural children in China: The Sunshine Kindergartens of the Beijing Western Sunshine Rural Development Foundation;” The Recent Development of Innovative Schools in China – An Interview with Zhe Zhang (Part 1 & Part 2);” “The Desire for Innovation is Always There: A Conversation with Yong Zhao on the Evolution of the Chinese Education System (Part 1 & Part 2);”“Surprise, Controversy, and the “Double Reduction Policy” in China;””Launching a New School in China: An Interview with Wen Chen from Moonshot Academy;”and ”New Gaokao in Zhejiang China: Carrying on with Challenges


When I arrived in China for the first time in May of 2025, it was already clear that education in China has changed, in numerous ways, both in the last 40 years and just in the last few years as well. As I detailed in the second post in this series, those changes have included the achievement of near universal enrollment through lower secondary school, dramatic increases in the number of students enrolling in college, and new policies and practices governing the Gaokao itself. But I heard over and over again that even with the many changes students today face significantly more academic pressure that previous generations. In the end, I’m left wondering: can the seemingly ever-increasing academic pressure in China increase demands – and opportunities – for developing a balanced education system that supports academic development as well as students’ overall wellbeing?

Academic pressure in China has gotten worse: The rise of “neijuan” and “tang ping”

I had only been in China a few days when several colleagues told me about the growth in the use of the terms “juan” and “tang ping.” “Juan,” when used in “Huā Juǎn/花卷” means “roll” as in a steamed bun known as a flower roll. But in recent years “juan” has been used to suggest that a person is being rolled in a washing machine the way we in the West might talk about being caught up “in the rat race,” constantly running like a rat on a spinning wheel. Yi-Ling Liu, writing in the New Yorker in 2021, linked the growth in the use of the term to a video showing a student from one of the top universities in China riding his bicycle and looking at his laptop at the same time. 

When I looked up “juan” online, I found a series of stories that explained that the term “nei juan” — represented by the characters for “inside” and “rolling” (内卷) and translated in English as “involution” – emerged as one the most popular Chinese words of 2020. The Chinese anthropologist Xiang Biao describes involution as a process of curling inward that can be considered the opposite of “evolution.” As he puts it, “neijuan” as an “endless cycle of self-flagellation,” in which people are trapped in a competition that everyone knows is meaningless. 

For students, it means that getting a high score on the Gaokao is not enough. It means that they also have to compete to get the highest possible grade point average and the most extensive resume. As explained in GPA is king: The prisoner’s dilemma for young people at China’s top universities: “Whether you can learn something or whether it is within your own interests is no longer the only evaluation criteria for engaging in activities. Its value on the resume must be considered. Therefore, this has become a kind of ‘roll’. In order not to fall behind classmates and fall into passivity, everyone has to fill their resumes as much as possible.” 

Over roughly the same period, the growth of the usage of “tang ping (躺平),” – translated literally as “lying flat” – represents a response to the pressure and the endless competition.  Supposedly, the movement began with a post on a social media site in April of 2021 where the user announced: “Lying flat is my wise movement. Only by lying down can humans become the measure of all things.” Since then, the use of “tang ping” has grown on social media as well, including in a series of posts in 2023 in which college graduates were photographed sprawled out in their commencement regalia. 

Photos from Chinese students graduating from college in 2023 Chinese college grads are ‘zombie-style’ on campus. Here’s why. Washington Post

In “China’s young ‘lie flat’ under social challenges,” Yao-Yuan Yeh explains that the term “describes the generations born in the late 1990s and 2000s who, disappointed by their lack of social mobility and economic stagnation, have decided not to strive for their futures.” One worker who embraced the term was quoted as saying: “According to the mainstream standard, a decent lifestyle must include working hard, trying to get good results on work evaluations, striving to buy a home and a car, and making babies. However, I loaf around on the job whenever I can, refusing to work overtime, not worrying about promotions, and not participating in corporate drama.”  

Interpretations of “tang ping” vary, however.  Some I spoke to used it to imply that students who checked out of classes or group activities were lazy or entitled and unwilling to do the work required of others. But “tang ping” also refers to those who drop out or disengage more as a form of resistance, a refusal to participate in the “roll” and “rat race” and all that they entail. Perhaps reflecting both interpretations at once, one survey of a nationally representative sample of adults in China found that, in general, “tang-ping related behaviors” were considered morally wrong, but they were considerable acceptable in scenarios where there was a low expectation that effort would be rewarded (such as working in a company that promised to pay performance bonuses but rarely did). 

Could growing concerns about student’s mental health and wellbeing create a better balance in Chinese schools?

Taken together, “neijuan” and “tang ping” illustrate an impossible choice for Chinese students – join in the endless competition for academic achievement or drop out and lie flat – without any guarantee that either will lead to a better life. Could this impossible choice propel innovation? Already, these growing pressures have contributed to the double reduction policy and greater attention to mental health. 

Although many parents in China have been reluctant to recognize or discuss problems of mental health, a widely cited survey from the Chinese Academy of Sciences in 2021 revealed that almost one out of four teenagers report depressive symptoms and a professor at the institute, Chen Zhiyan, said over one hundred studies over the past two decades reveal that mental health has gotten worse. A more recent survey from a Chinese think tank in 2023 also found that 26% of secondary school students said they have depressive symptoms once a week, 15% report symptoms twice a week or more. Media reports have also stated that over 7 million children between 4 and 16 suffer from mental or behavioral conditions and estimated that nearly 100,000 minors died from suicide annually. Anecdotally, clinics also report increased visits and hospitalizations, and an emergency psychological consultation hotline in Shanghai has seen a sharp rise in calls from students as well as parents seeking help for their children. 

In response, in 2020, the Chinese government introduced “depression assessments” as part of mandatory health screenings for high school students, and in 2021, the Chinese Ministry of Education issued a directive to strengthen professional support and scientific management, and strive to improve students’ mental health literacy.” Following that directive, the education authority in Beijing required primary and middle schools to incorporate mental health education in their curricula and to hire at least one dedicated counselor to address students’ psychological needs. In 2023, China established a National Advisory Committee for Students’ Mental Health to be “responsible for research, consultation, monitoring, evaluation, and scientific popularization of mental health work in universities, middle schools and primary schools across the country.” In addition, an official from the Chinese Ministry of Education declared “The whole of society has reached a consensus to strengthen the mental health education of students,” and the Ministry announced a series of guidelines to safeguard the mental health of young people. Key steps include:

  • Primary and secondary schools have to have at least one full-time or part-time teacher on mental health and universities are required to have at least two full-time psychology teachers.
  • Primary and secondary schools are encouraged to incorporate psychology courses into their curriculum, and universities are required to have compulsory courses on psychological health.
  • Counties need to conduct psychological evaluations at least once a year and establish mental health records for students from the senior levels of primary school and beyond, and universities are also expected to conduct mental health evaluations of all new students. 

The guidelines also reiterated key aims of the earlier double reduction policy and declared that “effective measures should be taken” to reduce homework and tutoring and to ensure students have two hours of physical exercise daily. The guidelines also noted that to ensure implementation, “students’ mental health will be taken into account when evaluating the work of provincial governments and administrators of all levels of schools.” As with changes to the Gaokao and the double reduction policies, the question is whether or not the pressure to change continues to grow.  Will the desire to support youth mental health and wellbeing continue to spread? Will educators and policymakers take advantage of this window of opportunity and extend and deepen these initial efforts? 

Next week – What Conditions Could Foster a More Balanced Education System? Stability & Change in the Education System in China (Part 5)

Can AI “ignite the mind and heart”? Stability & change in the education system in China (Part 3)

What challenges and opportunities can AI create for creating a more balanced education system? In the third post in this five-part series of reflections on his visits to innovative schools in China, Thomas Hatch describes what he learned from a visit to the Suzhou Experimental Primary School in December of 2025. This post summarizes what he took away from a forum where a group of teachers described the different ways they are using AI and the critical questions that it raises for them. The Suzhou Experimental Primary School is recognized as one of the best primary schools in China. In addition to famous graduates that include the architect I. M. Pei, that recognition builds on a long history that includes two visits from John Dewey during his visit to China that began in 1919. At the time, Dewey described the school as “the equal of first-class elementary schools in Europe and America” (“堪称与欧美一流小学并驾齐驱”). This post draws on an AI-generated transcription and translation of the conversation and benefitted from the comments of Zhenyang Yu and the support of Jianhua Ze and colleagues from the World Association for Creativity (WAFC) who arranged the visit.

The first post in this series described how some innovative schools in China are creating the time and space for more student-centered learning experiences, and the second post discussed how the Chinese education system has changed over the past 30 years. Future posts will discuss the growth of academic pressure as well as the technological and societal developments that may allow for the emergence of a more balanced education system. For previous IEN posts on educational change in China see “Boundless Learning in an Early Childhood Center in Shenzen, China;” ”Supporting healthy development of rural children in China: The Sunshine Kindergartens of the Beijing Western Sunshine Rural Development Foundation;” The Recent Development of Innovative Schools in China – An Interview with Zhe Zhang (Part 1& Part 2);” “The Desire for Innovation is Always There: A Conversation with Yong Zhao on the Evolution of the Chinese Education System (Part 1& Part 2);” “Beyond Fear: Yinuo Li On What It Takes To Create New Schools (Part 1);” “Everyone is a volcano: Yinuo Li On What It Takes To Create A New School (Part 2);” “Surprise, Controversy, and the “Double Reduction Policy” in China;” ”Launching a New School in China: An Interview with Wen Chen from Moonshot Academy;” and ”New Gaokao in Zhejiang China: Carrying on with Challenges.”


A warm welcome and an unexpected surprise awaited around every corner of my school visits in China. This past December, those surprises revealed what seemed to be a sudden explosion in the uses and discussions of AI in education. There was an elaborate AI lab at the Shanghai Shangde Experimental School (along with a drone arena and a robotics track); a showcase of sophisticated “kits” for incorporating AI into hands-on activities at the Nanjing PD Center; and a series of presentations at a conference on hands-on learning organized by the World Association for Creativity that highlighted the importance of the teachers’ role in AI. 

AI room from the Shangde Experimental School
AI room from the Shangde Experimental School
An AI kit for teachers from Nanjing’s PD Center
An AI kit for teachers from Nanjing’s PD Center

At the Suzhou Experimental Primary School, I was not thinking about AI at all when the leader from the school, Ge Daidan, and several English teachers, Zhao Hong, and Ye Qiujiao, took me on a tour of the school and led me through the school’s own museum. The many rooms and exhibitions of that museum chronicled John Dewey’s visits to the school in 1919 as well as the school’s growth and development since that time. But the surprise came when I went up the stairs and turned a corner, only to discover a small crowd of about thirty people waiting for me in a well-appointed meeting room. As soon as I was seated at the head of a conference table, six teachers, arranged in a semi-circle in front of a giant screen, launched into a set of carefully prepared and thought-provoking presentations about how they were working with and reflecting on their uses of AI throughout the school. Those presentations offered specific examples of how AI can already be put to work in a wide range of classes – including kindergarten, Chinese, English, Math, and Art – to help create more powerful, interactive, and student-centered learning opportunities in China and around the world. Yet at the same time, the teachers raised fundamental questions about the role of AI in education in general, the specific role of teachers in mediating AI use, and what distinguishes human contributions from those of AI.

Questions and Issues for AI in schools

The moderator, Huang Fei, began the forum by asking a question from a paper by Professor Wu Kangning of Nanjing Normal University – “What challenges does AI bring to education?” Faced with the waves of new developments, she asked “Should we embrace AI or wait and see? Should we lead or follow? How will the role of teachers, the form of the classroom, and the ecology of education be reshaped?”

Although it was impossible to capture all the issues that were raised throughout the rest of the forum, key questions included: 

  • Is it too early to be trying to incorporate AI into our work with students? 
  • Will AI provide assistance or will it become a crutch? 
  • How can AI save time, foster creativity, and support innovation, and strengthen teachers’ relationships with their students rather than weaken them?
  • Will AI help students and teachers to extend and develop their capacities rather than undermine them?
  • How can AI foster students and teacher’s creativity rather than stifle it? 
  • How can AI enhance teachers and students’ motivation rather than diminish it?
  • What is the teachers’ role when AI is being used?
  • Will AI lead to a focus on precision and efficiency that may interfere with the spiritual growth of students? 
  • How can we use AI to ignite the mind and heart?  
  • How can future education balance AI data-driven insights with humanistic judgment?  

As the moderator noted, these questions illustrate that “challenges and opportunities are often two sides of the same coin,” tensions that are unlikely to have a simple resolution, but that will require regular reflection. 

AI across subjects and classrooms

Following the opening remarks, the other five panelists offered a series of specific examples that demonstrated how the school is attempting to find a balance that enables students and teachers to use AI to extend their abilities without increasing the incentives and creating the conditions that discourage them from deepening their learning and exercising their agency and creativity. 

Kindergarten, Ms. Sheng: 

AI acts as a “good helper” in kindergarten by generating a growth record for each child, based on the teachers’ observations and other data. In turn, AI can use this data to generate lesson plans and personalize growth plans which can save teachers time and enable them to focus on developing their relationships with their students. 

As one example, they are using commercially produced software to help record students’ read-alouds,” and to use AI to track students’ growth in fluency, integrity, and accuracy. (For comparison to uses of AI in the US see “AI Tutors Are Now Common in Early Reading Instruction. Do They Actually Work?).  When they identify students who are hesitant and reluctant in reading and speaking aloud, they can also use AI to create interactive picture books that match each child’s interests and skill level. By reducing the demands of the interactive dialogues on pronunciation, ideally, they can increase a child’s willingness to speak and express themselves.

English oral reading results

Chinese, Ms. Huang: 

AI has helped teachers shift from answering questions to generating them. In the past, teachers assessed comprehension by asking students to answer questions about what they read about in historical, scientific and cultural texts. But now, they have shifted to inviting students to share their own questions, and teachers then use AI to analyze the students’ questions and to build their curriculum around them. As Ms. Huang put it: “Every good question is a seed of creation” and a window into the students’ interests, their observational abilities, and their logical reasoning. Reading a text about achievements in science, technology, and engineering, like the Zhaozhou Bridge, can lead to questions that help make visible the “germination of scientific thinking.” 

4 slides illustrating how AI has organized and categorized the students’ questions generated from their reading about the Zhaozhou Bridge

Art, Ms. Wang: 

AI has “injected a new vitality into our primary school art class,” Ms. Wang explained as she chronicled how the teachers are helping students to use AI to  expand their artworks and designs in a variety of ways, including: 

  • Making drawings on tablets that can then be printed on graduation t-shirts or turned into stop-motion animation.
Students in Art class with t-shirt designs
  • Using AI to explore what paintings of objects like their school campus might look like if they were painted by different artists or in different artistic periods as a way to develop students’ understanding of different artistic styles. 
Drawings based on the school.
Pictures of drawings based on the school.
  • Giving students opportunities to place themselves in ancient paintings to enhance  their historical and cultural understanding of art forms like Dunhuang Feitian dance. 
Students using AI with artwork.
  • Developing students’ designs and design abilities by using AI as an assistant to render their drawings in 3-D, enabling them to envision whether their design for an object like a chair would support someone’s weight or collapse to the ground.
Design and drawing of a chair.
  • Building a virtual exhibition hall where the students can display their paintings and sculptures, and parents and friends can view and comment on them. 

Yet, at the same time that Ms. Wang highlighted these artistic possibilities, she wondered: with the ease of generating finished products, will students become lazy? She concluded with a metaphor of hope: “I have always thought that AI is a museum that helps us find inspiration, not a print shop that gives you finished products directly.”

Math, Ms. Xu:

Teachers are using AI to help them create interactive and collaborative activities. For instance, to help students understand that the sum of the interior angles of a triangle is always 180 degrees – a fundamental geometric principle – the teachers are usingAI to produce a series of interactive demonstrations. Groups of students can manipulate the vertices of triangles of different shapes, discuss the results, and make comparisons. AI can record the conversations and help teachers identify key words and misconceptions that can inform their subsequent instruction. 

AI and data technology.
AI and data technology.
AI and data technology.

They envision as well using AI to increase the precision and effectiveness of their teaching. They can imagine assigning students exercises to complete on digital devices and developing AI agents that can identify mistakes and then link to corresponding explanation videos and examples to work on. 

Data-use, Ms. Hu: 

In addition to using different AI applications to collect subject-specific data within particular classes, the school also uses AI to help them look for trends and patterns in data across the school.  These analyses make it possible for them to quickly visualize growth trends and patterns in in five different areas including physical fitness, effort, ethics, and academics. 

Five Virtues Growth Chart

Teachers can also use AI to help them adjust their instruction to meet the needs of different classes. For instance, teachers can compare students’ English homework to see that one class may be struggling with pronunciation while another may be more be particularly advanced in vocabulary, leading a teacher to emphasize activities for sound discrimination for the first class and to introduce new content to the second.  Ms. Hu concluded by noting that “AI can give us a clear diagnostic map. But a prescription…is our teacher’s duty and wisdom.”

Hope and concerns for the future

Across these examples, I was particularly struck by the way teachers addressed the common concern that AI could transform teachers’ roles and the effect it might have on the teacher-student relationship. As Ms. Sheng articulated it, will the use of AI help to deepen teachers’ expertise and help to strengthen the relationships between teachers and students? Or will it interfere with teacher-child interactions and violate the essence of their child-centered educational approach? 

In response, the teachers emphasized that AI can’t replace the emotional links between people, and that teachers need to be able to pay attention to the more emotional aspects of children lives that may not be captured in the notes, observations, and other data that AI relies on. “AI can create beautiful paintings,” Ms. Wang, the art teacher noted, “but it can’t read the crooked little happiness in the sun painted by children. AI can’t replace the teacher who squats down to ask the child ‘Why are the clouds painted pink today?’” 

The presentations concluded with each teacher sharing, with hope and confidence, that they could find a balance that takes advantage of the potential of AI while enhancing the opportunities for teachers to draw on their emotional experience and humanity. As one put it, “I think as a teacher, the real wisdom lies in using the computing power of AI to liberate the teacher’s mind.”

The moderator added, that by following the development of the students and constantly adjusting teachers’ practice and cognition of teaching, “we will be able to gradually adapt to this educational change… It is really good to let AI be good at its skills and let the teacher keep his heart. Cultivate each child’s unique light with educational wisdom. Let’s guard the children’s unique light together.”

Posters.

What does education demand of AI and its developers? 

I don’t have any idea how many other educators in China are using AI in these ways, but I have no doubt that these are the kinds of questions we should all be asking: How can we find a balance that takes advantage of AI without succumbing to it? How can we enable students and teachers to use AI to extend their abilities without discouraging the from exercising their agency, deepening their learning, and developing their creativity? 

As Dewey suggested, education is not preparation for life; it is life itself. And in that spirit, we need to go beyond arguments about whether and how to stop children from using AI to ask, as these teachers are doing, how we can use AI powerfully, ethically, equitably? 

At the same time, even if we embrace Dewey’s philosophy and strive to engage students in real world activities, we do so with care and guidance. We can encourage students to explore the world beyond their classrooms, venture into the forest or cultivate a garden, but that does not mean that we leave them to play in a patch of poison ivy. Reflecting the concerns about the potential harms of AI use in schools, the Chinese government has already developed guidelines designed to support ethical and appropriate uses of generative AI and to address potential harms. According to these guidelines, “primary school students are not allowed to independently use open-ended AI content generators, which could allow them to use AI to do their assignments for them. Middle school students may explore the logical structure of AI-generated content, while high school students are permitted to engage in inquiry-based learning that involves understanding AI’s technical principles.” At the end of 2025, the Chinese Cyberspace Administration also released draft regulations that would restrict AI chatbots from influencing human emotions in ways to could contribute to self-harm. (In contrast, as Max Tegmark, MIT physicist and founder of the Future of Life Institute, points out that the US government has more regulations on sandwiches and food safety than on a technology that could sell AI girlfriends to 11-years olds and might develop a “superintelligence” capable of overthrowing the government itself.) 

Like the teachers at the Suzhou Experimental Primary School, we have to keep in mind both the possibilities for learning and the dangers that AI brings. It can analyze huge amounts of data and identify patterns on a large scale. It can provide greater precision and efficiency in some tasks, but it can also be addictive, misleading, and biased. It works, in a sense, on the past, on the data that has been generated and made accessible, but lacks – for now at least – as the teachers pointed out, human emotion and imagination. That means that the greatest benefits of AI may come when educators are a crucial part of children’s relationships with AI and other technologies; when we equip teachers with the tools of AI rather than relying on the ghost in the machine; when we use AI to help us imagine new and more equitable educational arrangements, new opportunities for learning and teaching that are not trapped in our past experience. As Cornelia Walther expressed it: “We must double down on the human element. The better we become at being human, at communicating, at reasoning, and at envisioning, the more the mirror of AI will reflect back greatness.”

The examples these teachers shared point to some of the many ways that AI and other technologies may open the doors to more interactive, student-centered activities in China and other parts of the world. But will they? In the end, I came back to the moderator’s initial questions that launched the entire forum: What is the role of teachers, students, and schools in artificial intelligence? Should we lead, or should we follow? These presentations taught me that teachers and students should be leading the way. To make that possible, rather than asking “what challenges does AI bring to education?” We need to bring the challenges of education to AI and demand a thoughtful and ethical response. 

Teachers and students should bring their questions and ideas to artificial intelligence. We need to tell the AI ​​designers and developers what education demands; what schools, educators and students need, and what problems they face. By truly challenging the designers and artificial intelligence itself, perhaps we can make AI a tool that expands our educational imagination. 

Next Week: Could concerns about the academic pressure on students in China lead to real changes in conventional schooling? Stability & change in the education system in China (Part 4)

Education policies and academic pressure: Stability & change in the education system in China (Part 2)

Can real changes be made in a system dominated by exams and academic pressure? Thomas Hatch explores this question in the second post in a series drawing from his conversations with Chinese educators and visits to schools and universities in major urban areas like Beijing, Nanjing, Shenzen, Shanghai and Suzhou. The first post in this series described how some innovative schools in China are putting in place more student-centered learning experiences. Future posts will discuss the use of AI in an experimental primary school; increasing concerns about students’ mental health; and the technological and societal developments that may allow for the emergence of a more balanced education system. 

For previous posts on education and educational change in China see “Boundless Learning in an Early Childhood Center in Shenzen, China;” ”Supporting healthy development of rural children in China: The Sunshine Kindergartens of the Beijing Western Sunshine Rural Development Foundation;” The Recent Development of Innovative Schools in China – An Interview with Zhe Zhang (Part 1& Part 2);” “The Desire for Innovation is Always There: A Conversation with Yong Zhao on the Evolution of the Chinese Education System (Part 1& Part 2);” “Beyond Fear: Yinuo Li On What It Takes To Create New Schools (Part 1);” “Everyone is a volcano: Yinuo Li On What It Takes To Create A New School (Part 2);” “Surprise, Controversy, and the “Double Reduction Policy” in China;” ”Launching a New School in China: An Interview with Wen Chen from Moonshot Academy;” and ”New Gaokao in Zhejiang China: Carrying on with Challenges.”


I’ve always heard that Chinese schools – in the grip of the Gaokao, the college entrance exams that drive so much of the academic pressure in China – are unlikely to change. But during my visits to schools and universities there over the past two years, it was clear that education in China has changed, in numerous ways, both in the last 40 years and just in the last few years as well. Those changes include the achievement of near universal enrollment through lower secondary school and dramatic increases in the number of students enrolling in college – including a five-fold increase in the decade between 1999-2009. Enrollments in kindergartens have also risen over 25% since 2012, with more than 90% of preschool-age children enrolled in kindergarten by 2023. 

Expansion of higher education in China, 1999– of all eligible children in China 2015. China Statistical Yearbook n.d.

Along with those dramatic developments, China has made significant changes in educational policies that have helped to create the conditions – and “niches of possibility” – that can support more student-centered and innovative educational experiences at all levels of schooling. In fact, since 2001, the Guidelines for Pre-school Education have emphasized development of child-centered play. In addition, a new national pre-school law that took effect in 2025 specifically prohibits the introduction of an elementary school curriculum into kindergartens and pre-schools. For older students, changes in the Gaokao and in the regulations governing private schooling that created some flexibility to develop more innovative schools and learning experiences. At the same time, these kinds of changes in policies reflect somewhat conflicting purposes that have also contributed to the academic pressure and competition that continues to reinforce a focus on conventional academics.

Changes in the Gaokao

Although many of us in the US think of China as a centralized government that exercises tight control across the whole country, provincial and municipal governments also have considerable discretion, particularly when it comes to education. The regional differences in policies and policy enforcement may allow for the development of alternative educational approaches in some places rather than others. For example, the kinds of micro-schools that have emerged in the US since the pandemic, began to appear in some parts of China even before the school closures. Dali, described as China’s “hippie capital” or “Dalifornia,” became a popular destination for remote workers during the pandemic and others looking to get away from everyday pressures. It’s also a place where new, small educational programs, many unsanctioned, have sprouted for students who have dropped out or want to get away from the academic pressure.  

Children build a stove of mud and bricks for a school project.[Photo by Chi Xiao For China Daily]
Micro schools aim to make a major impact, China Daily

Among the most significant differences in educational regulations, local governments can even produce different versions of the Gaokao with different questions and cut-off scores.  That means that any central attempts to change the Gaokao have to be coordinated across regions.  For example, in 2014 to help reduce some of the academic pressure, the central Chinese government launched initiatives to provide students with more flexibility and choice in the exams. As Aidi Bian reported in “New Gaokao in Zhejiang China: Carrying on with challenges,” an Education Ministry document guiding the Gaokao reform specified that provinces were to adapt the reform based on local context. In Zhejiang, one of the first provinces to undertake the reforms, key changes included requiring only three compulsory exams – Chinese, mathematics, and English – and allowing students more choices in the three elective exams, which include subjects like chemistry, biology, geography, politics, history, and technology. In addition, instead of having to take all the tests once in June, students were allowed to take the elective subject tests starting in the second year of high school (in October and March). They can also take each elective subject test and English twice and use the highest grade for their admissions application. 

The changes did not always achieve their aims, however, as some have tried to “game the system” by choosing subjects that top students are less likely to take. In addition, taking some electives earlier may help some students but it also prolongs the Gaokao schedule and it means that the test pressure is distributed throughout the high school years.  Furthermore, reflecting the regional variations, only 8 of the 18 provinces that were originally scheduled to undertake the reform had started the new policy by 2018. 

Complicating matters further, over the years, different regions and municipalities have set different cut-off scores and created “extra-point” schemes to increase access to higher education for certain groups. Although the government has placed more restrictions on these schemes in recent years, historically, “bonus” points have been awarded to members of some minority ethnic groups to support their assimilation into society, to the children of Chinese who return from overseas, and to children of Taiwanese residents. Some provinces have also awarded points to those who demonstrate “ideological and political correctness” or have “significant social influence” including children of Revolutionary Martyrs, and some categories ex-servicemen  Many of those I spoke to also explained to me that students in some of the larger cities have a better chance to get into China’s top universities than their peers from around the country. That’s because Tsinghua University, Peking University, and other top institutions have admissions quotas that explicitly admit more students from urban centers like Beijing and Shanghai.   

These kinds of policies have been part of the expansion of higher education that has benefited those in all economic classes, but that has also fueled rising inequality and a growing rural-urban divide. Given these problems, the central government has advocated for the elimination of the Gaokao bonus schemes that contribute to these inequalities. However, these advantages are part and parcel of a paradoxical system that embraces exams and competition as the fairest and most transparent way to identify academic potential but can also allow for some special privileges and where some may try to “game the system.” The recognition of special privileges is reflected in the use of another term I frequently heard, guanxi, which refers to the importance of networks of trusted friends and families that can provide access to power and social and economic advantages. Although as an outsider I find it hard to understand how both the tradition of national entrance exams and guanxi can coexist, both are deeply rooted in Chinese history and culture, developing a thousand years ago in imperial China where the rule of law was not well-established and where many people had to rely on trusted family and friends for support and protection. 

Changes in policies related to private schooling

At the same time that there have been contradictory efforts to change the Gaokao, changes in education policies gradually allowed the development of private schools and encouraged foreign investment in the education sector. In concert with the changes in regulations that opened up the economy after 1977, school options for students expanded significantly, including the development of private primary and secondary schools that prepared students for admissions to universities in the UK, the US, and elsewhere. Those developments contributed to the establishment of 61,200 private schools by 2003, serving over 11 million students; but by 2020, that number had increased to almost 180,000 private schools enrolling more than 55 million students. Those numbers amounted to almost one third of all primary and secondary schools in China and almost one fifth of all students.  

In recent years, however, new regulations governing private education have reversed the expansion of private primary and secondary school options. In 2021, for example, a new “Law on Private Education” went into effect. The 68 articles of the new law restrict how education can be monetized; establish stronger oversight of private and non-profit operators of schools; and require the curriculum of private schools to align more closely with those of public schools with adherence to the national curriculum more strongly enforced.  In addition, foreign entities are prevented from having ownership stakes in Chinese private schools and foreign textbooks have been banned. Regulations promoting “patriotic education” in all schools have also been established. 

Within this changing policy context, the economic downturn, a declining population, and the COVID pandemic, the rush to open new private and international schools has been followed by a wave of school closures. To avoid closing, other private primary and secondary schools have tried to attract more students by diversifying their offerings. Those changes include offering programs that lead to entrance to Chinese universities in addition to their programs leading to other university qualifications. As one account of the changing landscape of international schools put it, “Whether it is a newly built international school or an old international school, “domestic college entrance examination courses + AP/A Level courses” and ‘domestic further study + overseas study’ have become high-frequency hot words in the enrollment brochures.” Ironically, these efforts to diversify their offerings contribute to the challenges that private schools face in trying to create a more balanced educational experience that distinguishes themselves from government subsidized schools.

Changes in tutoring and academic demands?

At the same time that the Chinese government put more limits on private schools, they also enacted the “Double reduction policy” which sought to address the increasing pressure on students and curb the explosive growth of the private tutoring sector. The policy, Opinions on Further Reducing the Burden of Homework and Off-Campus Training for Compulsory Education Students, both limited the amount of time students in primary school could spend on homework and banned most private tutoring (reflecting the “double” in double reduction).  

Following the initial implementation, some surveys reported that many Chinese parents agreed with the double reduction policies and felt their concerns about their children’s education had eased. At the same time, the restrictions mean that many teachers have had to take on more responsibilities, more work, and more pressure. One study, published after the policy went into effect found that over 75% of Chinese teachers experienced “moderate to severe anxiety” with almost 35% of primary teachers and over 25% of middle school teachers at high risk of suffering depression. Chinese policymakers have even acknowledged that teachers are “teachers are more tired” and “teachers’ anxiety has obviously increased compared to before.”

At the same time, the policy had an immediate impact in reducing the availability of private tutoring and other supplemental education programs, that, ironically, may have contributed to the stress and concern of the many students and parents who felt they needed extra support to compete in the exam-based system. Just seven months after the implementation of the policy, the Ministry of Education reported the closure of over 110,000 companies, almost 90% of the companies focused on in-person or online tutoring in primary and middle schools. Those changes in turn contributed to stock prices of many tutoring-related companies to drop by 90% or more. According to some accounts, one of the tutoring CEO’s, on his own, lost over 10 billion dollars because of the policy. With a corresponding loss of over 100 billion dollars in China’s education market, the closures contributed to dramatic reductions in the availability of related educations jobs in China and layoffs of hundreds of thousands of workers. A once growing market for English-speakers to tutor Chinese students online also dried-up almost overnight.  

Under these conditions, those tutoring-related companies that found ways to continue operating often did so with higher fees that can contribute to greater inequities. Correspondingly, some parents reported that the costs of private tuition have doubled for them, “Our burden has not been reduced at all,” one parent lamented, and described the situation using a common expression that likened the continuing competition for entrance into the top universities to “thousands of troops and horses pushing and shoving to cross a single-plank bridge.” 

In the latest set of complexities and contradictions, additional policy changes, particularly a decision to reduce the number of middle school students who can enter academically-oriented high schools have also increased the competition for high scores on the Zhongkao, China’s high school entrance exam. Implemented at least in part to address labor market shortages, the earlier policies on national vocational education development require that approximately 50% of high school students attend vocational high schools. But that reduction in the percentage of students who can attend the academic high schools, have led some to conclude that the Zhongkao is the new Gaokao, generating even more academic pressure on students and parents at an even earlier age. 

Later this month: Could concerns about academic pressure lead to real changes in conventional schooling?