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AI Can Save Teachers Time and Stress. Here’s How (Opinion)

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Today’s post continues a series in which educators share how they are—or are not—using artificial intelligence in their practice.

Saving Time

Donna L. Shrum is an educator, researcher, and freelance author in the Shenandoah Valley of Virginia.

I shared my new AI romance with a former teaching partner as we drove to a conference. His face twisted as so many teachers’ do when they hear AI and immediately picture a student hunched over the computer, hacking into the newest version of “copy and paste.”

“Ethically,” he said, “I just don’t think I ever could use it. It doesn’t seem fair.”

I sighed. “Picture yourself when everyone is switching from the wooden plow to the steel. You say, ‘I just don’t think I can use this new tool that will save me hours of grunt work. It doesn’t seem fair.’”

My school system has totally blocked AI for student use, so we’re only dealing with cheating when they use it from home. I asked permission to unblock an AI tool to provide immediate writing feedback during workshop time. I first vetted the tool and ascertained students couldn’t use it to cheat. I was refused for a similar reason we’d refuse a student: “The reason why AI writing feedback is blocked is because we have encountered situations where student writing was not read by a teacher, and the AI was providing feedback that the teacher was not able to see. We value the teacher’s role in the feedback cycle so students can have discussions with the teacher about their writing and for the teacher to have an understanding of students’ writing needs in order to plan next steps in instruction.”

The brave new world of AI comes with so many negative connotations and preconceived ideas like those above that AI has become synonymous with cheating, whether by student or teacher. I was fortunate to have enthusiastic AI users in my professional learning network who pushed me to try it.

My go-to is Magic School. Just as I’ve learned to recognize student voice in writing, I quickly discerned the bland voice of AI. I tested its ability to create lesson plans, and each one was similar. AI does not have the ability to be creative. Each tool I tried showed me its limitations but also the potential to get rid of hours of grunt work.

I learned to use AI just before I was knocked out by emergency gallbladder surgery. The surgeon said to stay off work for two weeks; I stubbornly went back after a week. My utter mental and physical exhaustion soon showed me why I shouldn’t have. If not for AI, I’d never have made it.

AI can summarize text, adjust reading levels, create stories or nonfiction text from a prompt or information you feed it, and create discussion and multiple-choice questions. What it spews out in a matter of seconds is not a finished product to my standards, but a rough draft I finish crafting.

Particularly when I’m mentally exhausted, I can use this tool to create my starting point, not my finished product. Before, this part ate up time and energy. AI prepares the rough draft of an assignment so I can focus my energy on the real work of crafting and creating. Using my AI “plow” to break ground has increased the quality of my lessons because I no longer waste mental acuity cobbling together the rough draft.

As an example, I recently created an assignment for a colleague. I pasted several different chunks of information into “Academic Content” and asked Magic School to create a textbook page. I added state standard terms and other revisions to it, then pasted sections into “Text Dependent Questions” and asked for three multiple-choice questions. I did it in sections because I’ve found the question quality is better if I don’t paste the whole article at once. I then proofed, revised the questions, and was ready to print. The whole process from start to finish was about 15 minutes.

The levels of my classes range from honors to remedial. I can plug the same assignment into AI to adjust the reading level and translate it for English learners. I’ve always done that, but it took hours. Now it takes minutes.

AI in Science Class

Bonnie Nieves is an educator and consultant who specializes in the intersection of next generation science teaching, culturally responsive methods, and artificial intelligence to provide authentic learning experiences for every student:

As a high school science teacher, I have always been committed to providing my students with the tools and skills they need to engage with scientific research. However, the dense language and complex concepts found in peer-reviewed journals often present barriers for students. To overcome this challenge, I have integrated AI tools into my teaching practice, making research more accessible and fostering a deeper understanding of scientific research papers.

Peer-reviewed research articles are crucial for advancing scientific knowledge, but they can be daunting for high school students due to their complexity. The specialized language and advanced methodologies often leave students feeling overwhelmed, preventing them from engaging with the content.

To address this issue, I introduced PerplexityAI into my classroom. This AI-driven platform helps break down complex research articles, making them more approachable for students. By using AI as a learning aid, Perplexity has contributed to an inclusive learning environment where every student can confidently explore and understand advanced scientific content.

The Process of Using AI Tools

I began by introducing Perplexity to my students as a resource for accessing peer-reviewed research. This AI tool summarizes and simplifies complex content while maintaining the meaning of the article. By doing so, students can better comprehend the material and engage in meaningful discussions about their findings.

Guided Introduction: Initially, I use a hybrid approach, having students use Perplexity to “ask questions” to the peer-reviewed articles they found in Gale Databases. I provide students with guided prompts to use with Perplexity, helping them understand how to extract information from research articles. This method allows students to see how AI could assist in breaking down complicated information into manageable pieces.

Encouraging Independent Exploration: Once students become comfortable with the tool, I encourage them to generate their own prompts. This practice empowered them to take ownership of their learning, enabling them to tailor their research approach based on their interests and curiosities.

Promoting Critical Reflection: Students document their interactions with the AI tool, reflecting on how it influenced their understanding and approach to the research. This reflection process has proved helpful in developing their critical-thinking skills and encouraging them to evaluate the validity and reliability of the AI-generated information.

Cultivating Inquiry and Engagement

By integrating AI into my teaching, I hope to cultivate a culture of inquiry and engagement. Students have been encouraged to explore topics that pique their interest, leading to more meaningful and personalized learning experiences. This new routine has made it much easier to scaffold differentiated instruction while empowering students to engage with content that resonates with them personally.

AI tools do more than facilitate individual exploration—they can also enhance collaborative learning. Encouraging students to share their findings and interpretations in group discussions promotes diverse perspectives and deeper understanding. This collaborative approach mirrors the real-world scientific community, where researchers work together to tackle complex problems.

Assessing Progress and Growth

I found the need to adjust my assessment methods to evaluate both the process and the product of student learning. Students documented their research journey, including the prompts used and responses generated by PerplexityAI. This documentation served as a reflective tool, allowing them and me to analyze their approach and refine their strategies.

Regular reflection exercises and guided discussions helped build metacognitive awareness. In addition to content discussions, students participated in sessions where they shared strategies that worked, challenges they faced, and how they overcame them. Students began to notice that the balance of peer review of content and process mirrored scientific research in the real world.

Integrating AI research tools like Perplexity into the classroom has transformed how my students access and engage with peer-reviewed research. By removing barriers, AI empowers students to explore scientific articles with confidence and curiosity. Even with my high expectations, I was impressed with how it not only improved students’ understanding of scientific concepts but also equipped them with critical-thinking skills essential for success in the modern world.

Through this journey, I’ve witnessed firsthand the power of AI in education and the profound impact it can have on student learning. By leveraging AI, we can create a more inclusive and engaging learning environment that prepares students for the challenges and opportunities of the future.

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Reducing Stress

Kayla Towner is a product manager and technology instructor for Utah Education Network (UEN) and a Hope Street Fellow in Salt Lake City. Follow her on Twitter @mrstowner9 or email her at kayla@uen.org:

I specialize in supporting adult educators, and one of my areas of focus is demonstrating how artificial intelligence can alleviate stress. Here are five ways I have used AI to reduce my stress, and these strategies can benefit other educators and students.

Emails

Educators and administrators often find themselves flooded with emails. The sheer volume of messages can be overwhelming, making it challenging to respond promptly. Striking the right balance between clear, professional communication and a personable tone can be tricky.

Thankfully, Generative AI platforms like Chat GPT, Gemini, or Microsoft Copilot can streamline this process. Here are some ways you can leverage these tools:

  • Behavior-Notice Templates: Use AI to draft behavior-notice templates for informing parents about incidents. These templates can be customized and personalized while maintaining a professional tone.
  • Multilingual Communication: If you need to communicate with parents who speak different languages, AI can accurately translate your messages into dozens of languages.
  • Weekly Newsletters: Create engaging weekly newsletters for classroom updates. AI can help you generate content quickly. Therefore, you’re maintaining consistent and engaging content.

Imagine you want to create a welcome letter for 5th grade students and their families at the beginning of the school year. By providing context and setting boundaries, you can quickly draft a personalized letter using an AI platform. Let’s create a ‘Welcome Newsletter.’ Go to any AI platform and type in the following prompt criteria:

  • Ask the tool to take on a persona: 5th grade elementary teacher.
  • Provide an objective that tells the tools what to do or produce: Draft a welcome letter for 5th grade.
  • Define the audience who will be using it: for families and 5th grade students.
  • Include context that gives the tool background information: introduction that talks about how excited we are for the upcoming school year. We will be learning about the American Revolution, BizTown, multiplying fractions, earth movements, opinion writing, and more.
  • Set boundaries that limit or constrain responses: The paragraph should be written in plain text using an informal tone so that 5th graders will understand it.

Remember to maintain professionalism and clarity in your communication. And as a side note, if you’re using a free AI version, avoid using real names of students or parents. Paid versions of Generative AI typically do not save conversations for model training, but always check the fine print.

Planning

Planning consumes a significant amount of time for teachers and administrators. However, they can streamline this process using AI generators to create engaging lesson plans. By inputting specific criteria—such as subject, learning objectives, engagement strategies, age-appropriateness, lesson duration, and pacing—into a generative AI platform, teachers can receive customized lesson plans.

  • For example use this prompt: “Create a one-week lesson plan for 5th grade science that focuses on the human body and its major organ systems. Make sure the activities are engaging and age-appropriate and incorporate hands-on experiments where possible.”

See what kind of lesson plan it produces and how you make your lesson more streamlined, especially if you teach multiple grade levels or groups.

Accessibility/Differentiation

Artificial intelligence is transforming education by tailoring learning experiences to individual learning styles and needs. Adaptive-learning platforms use AI to adjust the curriculum based on student understanding, pacing, and mastery. These platforms provide personalized pathways, additional resources, and real-time feedback.

Instead of manually creating specialized prompts or quizzes, AI tools can “read” PDFs and generate differentiated questions. For instance, you can have AI read an article on westward expansion (for 5th graders) and create a quiz with 2nd-grade-level multiple-choice questions.

  • Another example prompt: “Write a prompt about Minecraft for 7th graders. Make sure to follow this writing standard: Write arguments to support claims with clear reasons and relevant evidence. Ensure that the prompt is at a 5th grade level.”

Marketing/Creating

Today, creativity isn’t limited to master artists. AI-powered tools like Adobe Express, Canva Magic Studio, Microsoft Designer, and Google’s AI Test Kitchen enable anyone to explore their creative side. For instance, in Canva Magic Studio, you can create custom images. If your students are researching different countries and need to design a poster, they can use these tools to bring their project to life.

  • Prompt example: “Create a poster of a young Korean girl traveling to Greece.

See what kind of images can be created to bring this project to life.

Searching for Information

Today, search engines like Google or Bing have integrated generative AI into their platforms that will provide conversational answers based on up-to-date information found throughout the internet. These AI-powered ones provide real-time information and up-to-date answers.

  • Go to Google or Bing and ask a question like “How would you use an addendum to a contract?” At the top of the search engine, you’ll find a heading that says ‘AI Overview’ with a short summary, links, and guidelines to follow.

See if the results are something that could support you. However, it’s essential to be aware that some of the information may carry biases or discrimination. As best practices, always verify the credibility of the resources you find, which reinforce human oversight and the importance of critical thinking.

Overall, when faced with something new, taking that initial step can feel daunting, but it is important we take that step. I encourage you to explore AI tools and resources to help alleviate your daily life stresses. Remember: ‘Work smarter, not harder.’

Note: AI tools assisted me in clarifying, organizing, and checking the grammar of this article.

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Thanks to Donna, Bonnie, and Kayla for contributing their thoughts!

Today’s post answered this question:

What are specific ways you are using—or not using—artificial intelligence in your teaching?

Sarah Cooper, Adam Moler, and Meghan Hargrave shared their responses in Part One.

Consider contributing a question to be answered in a future post. You can send one to me at lferlazzo@epe.org. When you send it in, let me know if I can use your real name if it’s selected or if you’d prefer remaining anonymous and have a pseudonym in mind.

You can also contact me on Twitter at @Larryferlazzo.

Just a reminder; you can subscribe and receive updates from this blog via email. And if you missed any of the highlights from the first 13 years of this blog, you can see a categorized list here.





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Education

Blunkett urges ministers to use ‘incredible sensitivity’ in changing Send system in England | Special educational needs

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Ministers must use “incredible sensitivity” in making changes to the special educational needs system, former education secretary David Blunkett has said, as the government is urged not to drop education, health and care plans (EHCPs).

Lord Blunkett, who went through the special needs system when attending a residential school for blind children, said ministers would have to tread carefully.

The former home secretary in Tony Blair’s government also urged the government to reassure parents that it was looking for “a meaningful replacement” for EHCPs, which guarantee more than 600,000 children and young people individual support in learning.

Blunkett said he sympathised with the challenge facing Bridget Phillipson, the education secretary, saying: “It’s absolutely clear that the government will need to do this with incredible sensitivity and with a recognition it’s going to be a bumpy road.”

He said government proposals due in the autumn to reexamine Send provision in England were not the same as welfare changes, largely abandoned last week, which were aimed at reducing spending. “They put another billion in [to Send provision] and nobody noticed,” Blunkett said, adding: “We’ve got to reduce the fear of change.”

Earlier Helen Hayes, the Labour MP who chairs the cross-party Commons education select committee, called for Downing Street to commit to EHCPs, saying this was the only way to combat mistrust among many families with Send children.

“I think at this stage that would be the right thing to do,” she told BBC Radio 4’s Today programme. “We have been looking, as the education select committee, at the Send system for the last several months. We have heard extensive evidence from parents, from organisations that represent parents, from professionals and from others who are deeply involved in the system, which is failing so many children and families at the moment.

“One of the consequences of that failure is that parents really have so little trust and confidence in the Send system at the moment. And the government should take that very seriously as it charts a way forward for reform.”

A letter to the Guardian on Monday, signed by dozens of special needs and disability charities and campaigners, warned against government changes to the Send system that would restrict or abolish EHCPs.

Labour MPs who spoke to the Guardian are worried ministers are unable to explain essential details of the special educational needs shake-up being considered in the schools white paper to be published in October.

Downing Street has refused to rule out ending EHCPs, while stressing that no decisions have yet been taken ahead of a white paper on Send provision to be published in October.

Keir Starmer’s deputy spokesperson said: “I’ll just go back to the broader point that the system is not working and is in desperate need of reform. That’s why we want to actively work with parents, families, parliamentarians to make sure we get this right.”

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Speaking later in the Commons, Phillipson said there was “no responsibility I take more seriously” than that to more vulnerable children. She said it was a “serious and complex area” that “we as a government are determined to get right”.

The education secretary said: “There will always be a legal right to the additional support children with Send need, and we will protect it. But alongside that, there will be a better system with strengthened support, improved access and more funding.”

Dr Will Shield, an educational psychologist from the University of Exeter, said rumoured proposals that limit EHCPs – potentially to pupils in special schools – were “deeply problematic”.

Shield said: “Mainstream schools frequently rely on EHCPs to access the funding and oversight needed to support children effectively. Without a clear, well-resourced alternative, families will fear their children are not able to access the support they need to achieve and thrive.”

Paul Whiteman, general secretary of the National Association of Head Teachers, said: “Any reforms in this space will likely provoke strong reactions and it will be crucial that the government works closely with both parents and schools every step of the way.”



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The Guardian view on special needs reform: children’s needs must be the priority as the system is redesigned | Editorial

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Children with special educational needs and disabilities (Send) must be supported through the education system to fulfil their potential as fully as possible. This is the bottom line for the families of the 1.6 million children with a recognised additional learning need in England, and all those who support them. It needs to be the government’s priority too.

There is no question that the rising number of children receiving extra help has placed pressure on schools and councils. There is wide agreement that the current trajectory is not sustainable. But if plans for reform are shaped around the aim of saving money by removing entitlements, rather than meeting the needs of children by improving schools, they should be expected to fail.

If ministers did not already know this, the Save Our Children’s Rights campaign launched this week ought to help. As it stands, there is no policy of restricting access to the education, health and care plans (EHCPs) that impose a legal duty on councils to provide specified support. But ministers’ criticisms of the adversarial aspects of the current system have led families to conclude that they should prepare for an attempt to remove their enforceable rights. Christine Lenehan, who advises the government, has indicated that the scope of EHCPs could be narrowed, while stressing a commitment to consultation. Tom Rees, who chairs the department for education’s specialist group, bluntly terms it “a bad system”.

Mr Rees’s panel has had its term extended until April. The education select committee will present the conclusions of its inquiry into the Send crisis in the autumn. Both should be listened to carefully. But the education secretary, Bridget Phillipson, and her team also need to show that they are capable of engaging beyond the circle of appointed experts and parliamentarians. Parents can make their views known through constituency MPs. Their voices and perspectives need to be heard in Whitehall too.

This is a hugely sensitive policy area. There is nothing parents care more about than the opportunities provided to their children, and this concern is intensified when those children have additional needs. Some positive steps have been taken during Labour’s first year. Increased capital spending on school buildings should make a difference to in-house provision, which relies on the availability of suitable spaces. Ministers are right, too, to focus on teacher training, while inclusion has been given greater prominence in the inspection framework. As with the NHS, there is a welcome emphasis on spreading best practice.

But big questions remain. Families are fearful that accountability mechanisms are going to be removed, and want to know how the new “inclusive mainstream” will be defined and judged. Councils are concerned about what happens to their £5bn in special needs budget deficits, when the so-called statutory override expires in 2028. The concerning role of private equity in special education – which mirrors changes in the children’s social care market – also needs addressing.

Schools need to adapt so that a greater range of pupils can be accommodated. The issue is how the government manages that process. The hope must be that the lesson ministers take from their failure on welfare is that consultation on highly sensitive changes, affecting millions of lives, must be thorough. In order to make change, they must build consensus.

  • Do you have an opinion on the issues raised in this article? If you would like to submit a response of up to 300 words by email to be considered for publication in our letters section, please click here.



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How AI is Transforming Education in Africa

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Artificial Intelligence (AI) is reshaping industries across the globe, and education in Africa is no exception. From personalized learning platforms to AI-driven teacher training, the continent is witnessing a surge in innovative solutions tackling longstanding challenges. In this Q&A Insights piece, we dive into how AI is revolutionizing education, addressing questions from our iAfrica community about its impact, opportunities, and hurdles.

What are the biggest challenges in African education that AI can address?

Africa’s education sector faces issues like limited access to quality resources, teacher shortages, and diverse linguistic needs. AI can bridge these gaps in practical ways. For instance, AI-powered platforms like Eneza Education provide mobile-based learning in local languages, reaching students in remote areas with affordable, interactive content. Adaptive learning systems analyze student performance to tailor lessons, ensuring kids in overcrowded classrooms get personalized attention. AI also supports teacher training through virtual simulations, helping educators refine skills without costly in-person workshops.

“AI can democratize education by making high-quality resources accessible to students in rural areas.” – Dr. Aisha Mwinyi, EdTech Researcher

How is AI being used to improve access to education?

Access is a critical issue, with millions of African children out of school due to distance, poverty, or conflict. AI is stepping in with scalable solutions. Chatbots and virtual tutors, like those developed by Ustad Mobile, deliver bite-sized lessons via SMS or WhatsApp, working on basic phones for low-income communities. In Nigeria, uLesson uses AI to stream offline-capable video lessons, bypassing unreliable internet. These tools ensure learning continues in areas with limited infrastructure, from refugee camps to rural villages.

Can AI help with language barriers in education?

Absolutely. Africa’s linguistic diversity—over 2,000 languages—creates unique challenges. AI-driven translation tools, such as those integrated into Kolibri by Learning Equality, adapt content into local languages like Swahili, Yoruba, or Amharic. Speech-to-text and text-to-speech systems also help non-literate learners engage with digital materials. These innovations make education inclusive, especially for marginalized groups who speak minority languages.

What are some standout African AI education startups?

The continent is buzzing with homegrown talent. M-Shule in Kenya uses AI to deliver personalized SMS-based learning, focusing on primary school students. Chalkboard Education, operating in Ghana and Côte d’Ivoire, offers offline e-learning platforms for universities, using AI to track progress. South Africa’s Siyavula combines AI with open-source textbooks to provide math and science practice, serving millions of learners. These startups show Africa isn’t just adopting AI—it’s innovating with it.

What concerns exist about AI in education?

While the potential is huge, concerns linger. Data privacy is a big one—students’ personal information must be protected, especially in regions with weak regulations. There’s also the risk of over-reliance on tech, which could sideline human teachers. Affordability is another hurdle; AI solutions must be low-cost to scale. Experts emphasize the need for ethical AI frameworks, like those being developed by AI4D Africa, to ensure tools are culturally relevant and equitable.

“We must balance AI’s efficiency with the human touch that makes education transformative.” – Prof. Kwame Osei, Education Policy Expert

How can policymakers support AI in education?

Policymakers play a pivotal role. Investing in digital infrastructure—think affordable internet and device subsidies—is crucial. Governments should also fund local AI research, as seen in Rwanda’s Digital Skills Program, which trains youth to build EdTech solutions. Public-private partnerships can scale pilots, while clear regulations on data use build trust. Our community suggests tax incentives for EdTech startups to spur innovation.

What’s next for AI in African education?

The future is bright but demands action. AI could power virtual reality classrooms, making immersive learning accessible in underfunded schools. Predictive analytics might identify at-risk students early, reducing dropout rates. But scaling these requires collaboration—between governments, startups, and communities. As iAfrica’s Q&A Forum shows, Africans are eager to shape this future, asking sharp questions and sharing bold ideas.

Got more questions about AI in education? Drop them in our Q&A Forum and join the conversation shaping Africa’s tech-driven future.


Got more questions about AI in education? Drop them in an email to ai@africa.com and join the conversation shaping Africa’s tech-driven future.



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