In the first and second parts of my AI series, I focused on where we see AI in classrooms. Benefits range from personalized learning and accessibility tools to AI-driven grading and support of a teaching assistant. In Part 2, I chose to focus on some of the important considerations related to ethics that must be part of the conversation. Schools need to focus on data privacy, bias, overreliance, and the equity divide. I wanted to focus on the future for this last part in the current AI series. Where do we go from here?
I have seen a shift in the focus of conversations around AI and also a shift in the mindset when thinking about AI. Where there once was heightened concern about the use of AI for cheating on assignments and hesitation to start using AI, now there is more of a realization that AI is here to stay, and its role in education will only grow. The conversation is no longer about whether we should use AI—it’s about how we choose to use it, and more importantly, why.
AI will, without a doubt, be part of that future. It’s our responsibility as educators, tech leaders, school community members, and edtech providers to ensure we’re guiding its integration in a way that best serves students, empowers teachers, and prepares us all for the future.
Here are some things that I have been thinking about:
Human-AI Collaboration in Teaching?
We’ve heard it many times before: AI will never replace great teachers. But it will “change how we teach” and how we think about teaching, impacting our work in many ways.
For some educators, they are just exploring AI or have only recently heard about the possibilities for human-AI collaboration. Have you thought about AI becoming a co-pilot in your classroom? Consider some of the possibilities:
- Teachers can get real-time insights into student understanding. (Feedback that is authentic, meaningful, and timely is essential. AI helps with timeliness and gives us time back that can be spent providing authentic and meaningful feedback to students.
- AI assistants can help educators to further differentiate instruction. (Think about the time it takes to evaluate student responses and adjust our instruction to best meet student needs. Using AI can help with saving some valuable time).
- Brainstorming new ideas can be faster with the help of an AI assistant.
Will AI stick around?
AI is not new, and it is not going away.
Our roles as educators are evolving. Beyond delivering content, we have to be content curators, learning coaches, and mentors. We need to understand how to best leverage the AI tools available to create meaningful learning experiences for all students.
Some things to consider:
- Shift from thinking that AI is going to replace us. Think of it as a teammate that is always available instead. There are many ways that it can supplement the work we are doing.
- Work toward ongoing professional learning that supports AI fluency. Move beyond learning how to use a tool, think about its potential for enhancing our work, and be aware of its limitations.
- Create space in your school or district for educators to experiment, reflect, and share what’s working (and what’s not). Pop-up PD events where someone shares a new idea, resource, or tips are great ways to continue learning and share the teacher talent!
How Can Schools Prepare Students for an AI-Driven World?
As we have probably said ourselves and heard many times, we are preparing students for a future that doesn’t exist yet, while we know that AI will definitely be a part of it. So we have to be intentional in the opportunities we create and the tools we choose to use.
Our students will need to be technologically savvy, but their knowledge needs to go beyond that. They will need to understand how AI works, how it can hallucinate or return inaccurate information, and how to use it ethically and creatively. Understanding AI is about more than computer science—it’s about focusing on skills such as critical thinking, media literacy, and how to innovate responsibly.
What Are The Key Skills for an AI-Ready Generation?
- AI literacy: Knowing what AI is, how it functions, and how it makes decisions. We talk a lot about AI Literacy, but we need to focus on exactly what it means and how to create opportunities for these skills to be developed.
- Ethical reasoning: Developing an understanding of bias in algorithms, the importance of data privacy, and the impact of automation on humans and the future of work.
- Enhanced Creativity: Deciding how to use AI to enhance storytelling, design, research, and innovation.
- Collaboration and adaptability: These are critical skills which means that developing skills for problem-solving in interdisciplinary, tech-rich environments.
Schools now need to think about: How should we shift our curriculum to reflect this new reality? How often should we bring digital citizenship into our conversations about AI use? Do students have opportunities to create with AI and not just consume it?
What are the Biggest Opportunities with AI on the Horizon?
When I think about the future of AI in education, I think about a lot of concerns, but also focus on the benefits. Often, I say responsibilities versus possibilities, or maybe you have heard of “guidelines and guardrails.” More than just automation or replacing work done by humans, streamlining tasks and more. It’s about amplification. When integrated with purpose and oversight, AI has the potential to:
- Help educators identify gaps in learning earlier and more accurately.
- Support neurodiverse learners with personalized, accessible tools.
- Provide just-in-time support for language learners, students in rural areas, and those who might otherwise be overlooked.
- Enable more student-centered learning by freeing up educator bandwidth.
- Support schools and organizations in many of the time-consuming administrative tasks and other responsibilities that take away from time working with students and colleagues.
Also at the school-wide and district-wide level, there has been a rise in AI-informed school operation. I just returned from the ASU+GSV AI Show and saw more of this than in prior events. With AI, schools can take advantage of tools for smart scheduling, predictive analytics for attendance and engagement, and AI-supported mental health monitoring (of course, only when used responsibly and ethically).
But here’s something to remember: AI will not by itself make learning better. It will amplify or enhance the system it’s placed in. While we have new opportunities, the big responsibility belongs to us to use this technology ethically, purposefully, and safely.
What Can We Do?
Here’s how we start:
- Create school-wide policies for AI that address ethics, bias, and transparency—before tools are adopted.
- Build educator confidence through ongoing, hands-on training and support.
- Collaborate across roles— administrators, teachers, tech staff, students, and even the school community, should be involved when AI decisions are made and aware of changes that happen.
- Model digital citizenship by treating AI as part of the ecosystem of responsible technology use.
Looking Ahead:
We’re all going to need to keep learning and expanding our skills together. AI will continue to evolve quickly, and because of this, education may continue to play catch-up if we don’t dive in and continue to learn and expand the work we do.
We have a chance—right now—to lead the conversation, set the norms, and create the kind of learning environments we believe in—not ones driven by hype or fear but by intentionality, inclusion, and imagination.
Some questions to consider:
- How do we want our classrooms to feel? What experiences do we want to create for our students?
- How can AI support relationships, not replace them?
- What does equitable, empowered learning look like—and how can AI help us get there?
Let’s Keep the Conversation Going
What are you seeing in your school or district right now when it comes to AI? What conversations are happening—or still need to happen?
I’d love to hear how you’re navigating this space, what challenges you’re facing, and what’s working for you. Whether you’re just getting started or already diving in, this is a journey we’re on together.
Drop your thoughts in the comments, send a message, or reach out. I would love to work with you and your school or speak at your event. Contact me at bit.ly/thriveineduPD.
If our current system is inequitable, overworked, and compliance-focused, AI won’t fix that—it might just accelerate it.
Let’s also remember that students are watching how we respond to new tools. They’ll model our curiosity, our caution, and our creativity. If we approach AI with a balanced, thoughtful mindset, they will too.
About Rachelle
Dr. Rachelle Dené Poth is a Spanish and STEAM: What’s Next in Emerging Technology Teacher at Riverview High School in Oakmont, PA. Rachelle is also an attorney with a Juris Doctor degree from Duquesne University School of Law and a Master’s in Instructional Technology. Rachelle received her Doctorate in Instructional Technology, and her research focus was on AI and Professional Development. In addition to teaching, she is a full-time consultant and works with companies and organizations to provide PD, speaking, and consulting services. Contact Rachelle for your event!
Rachelle is an ISTE-certified educator and community leader who served as president of the ISTE Teacher Education Network. By EdTech Digest, she was named the EdTech Trendsetter of 2024, one of 30 K-12 IT Influencers to follow in 2021, and one of 150 Women Global EdTech Thought Leaders in 2022.
She is the author of nine books including, ‘In Other Words: Quotes That Push Our Thinking,” “Unconventional Ways to Thrive in EDU,” “The Future is Now: Looking Back to Move Ahead,” “Chart A New Course: A Guide to Teaching Essential Skills for Tomorrow’s World, “True Story: Lessons That One Kid Taught Us,” “Things I Wish […] Knew” and her newest “How To Teach AI” is available from ISTE or on Amazon.
Contact Rachelle to schedule sessions about Artificial Intelligence, Coding, AR/VR, and more for your school or event! Submit the Contact Form.
Follow Rachelle on Bluesky, Instagram, and X at @Rdene915
**Interested in writing a guest blog for my site? Would love to share your ideas! Submit your post here. Looking for a new book to read? Find these available at bit.ly/Pothbooks

************ Also, check out my THRIVEinEDU Podcast Here!
Join my show on THRIVEinEDU on Facebook. Join the group here.


















