Happy Birthday, ChatGPT: Reflecting on Three Years of Learning, Language, and Legacy

ChatGPT

by Maureen Gassert Lamb (LTL Contributor)

When ChatGPT first appeared on November 30, 2022, I opened it with curiosity. I typed a prompt, watched the screen fill with words, and thought, “This is clever and interesting, but I wonder how it can help in the classroom?” At the time, it felt like a novelty: engaging, imaginative, and sometimes helpful, but not yet reliable or unbiased enough to be a teaching partner. Three years later, it supports differentiation, creates authentic language learning experiences, and helps me make instruction more responsive and inclusive. It even brings ancient voices back to life, in ways my students and I could never have imagined.

ChatGPT Then and Now

ChatGPT today is not the same tool that was launched in 2022. It has grown alongside us. It reacts better, reasons more deeply, and adapts to our goals. One of the most transformative changes has been the ability to create custom GPTs that reflect our curriculum, our students, and our values. These are not just chatbots. They are personalized learning companions.

Custom GPTs in Latin Class

Last year, I created a custom GPT to serve as a Latin reading companion. It only used vocabulary from our current chapter, explained unfamiliar words using simple Latin, and asked students follow-up questions in the target language. As my students interacted with it, they began seeing themselves as language users rather than just language learners. Encouraged by its impact, I built a full library of custom GPTs, one for each lesson. These classroom helpers now offer mini grammar lessons, quiz students on vocabulary, explain cultural references, and answer content questions. My students gradually stopped saying, “I do not understand this” on their homework assignments and started saying, “Let me ask my custom GPT to help me figure it out.” That shift from confusion to curiosity has been one of the most meaningful changes in my teaching.

Perpetua Chatbot

One of the most powerful tools I have created is the Perpetua chatbot. When we study Passio Perpetuae, my students do not just read the text: they talk to Perpetua in Latin! The chatbot responds using text-based evidence, shares context about Roman North Africa, and helps students understand her identity as both a mother and a martyr. Students ask questions (in Latin) such as, “What did it feel like when your father begged you to renounce your faith?” The chatbot responds in Latin, using details drawn directly from the text. Watching students interact with Perpetua as a historical and human figure, rather than just a character on a page, has been extraordinary. The past becomes a conversation, not just content.

Supports Accessibility

ChatGPT has also helped me support accessibility in meaningful ways. When I prepare readings, I can ask it to simplify syntax, create bilingual glossaries, add visuals, or convert passages into audio. It does not just make content easier. It makes it more reachable and supports equity. 

ChatGPT for Teachers

The arrival of ChatGPT for Teachers has made all of this work more sustainable. It provides stronger privacy protections, safer student-facing options, and tools that honor the realities of K–12 learning environments. It allows me to work with student objectives, authentic texts, and curriculum-aligned vocabulary without compromising security. It also gives educators a space to share examples, ask questions, and shape how AI shows up in schools.

ChatGPT should not replace thinking

What I have learned is this: when used well, ChatGPT should not replace thinking. It should deepen it and enhance it. In my classroom, it encourages slower, more reflective learning. It helps students revise rather than rush. It can nudge them to explain, question, and build on their own ideas. It should never remove the work of learning or the power of the students’ voices. It invites our students to take ownership of it.

Happy Birthday, ChatGPT.

Three years in, ChatGPT feels less like a digital curiosity and more like a thoughtful learning companion. On its birthday, I am not most impressed by how quickly it generates text. I am most moved by how it helps my students speak with confidence, explore with curiosity, and connect with voices from across time by enhancing their own confidence and comprehension.

This is the kind of learning worth celebrating. Happy Birthday, ChatGPT. Here is to the stories, voices, and connections still to come!

Oh, What A Wonderful World…of CustomGPTs

customGPT

by Noemí Rodríguez (LTL Contributor)

Did I just get that song stuck in your head? 🎶 And did you think to yourself, how or why is the world so wonderful with CustomGPTs? Well, I’m so happy you’re here, taking a few minutes out of your day to dive deeper into this magical world with me. It really is a wonderful world when you see how these tools can save you time, spark new ideas, and make content creation easy for your future language lessons!

So, what are CustomGPTs?

It’s simply a version of ChatGPT that’s been customized to serve a specific role or complete a specific task—like having a well-trained personal assistant by your side! And the best part? With a free ChatGPT account, you can access these personal assistants without needing to build anything yourself.

Here are six CustomGPTs I’ve designed just for language teachers like you (click on any to explore!):

🌟 Acquisition Driven Instruction Language Teacher
Need ideas that center on acquisition, comprehension, and communication? This GPT helps you keep your planning student-centered and input-rich.

🌟 Authentic Resource Locator
Spend less time searching! Find real-world, level-appropriate resources for your lessons in seconds, in any language! 

🌟 Communicative Language Task Designer
Design quick, communicative tasks that get your students talking, collaborating, and engaging in the target language with purpose. 

🌟 K-12 Educational Coach (Multilingual Learners)
Looking for coaching advice to better support Multilingual Learners (MLs) in general education classes? This GPT is packed with strategies for inclusive, supportive instruction.

🌟 Integrated Performance Assessment Designer
Need help creating or tweaking an IPA? This GPT helps you design assessments across interpretive, interpersonal, and presentational modes.

🌟 Novice Level Text Creator
Struggling to find readings for beginners? This GPT creates simple, repetitive, high-frequency texts perfect for Novice learners.

See? It really is a wonderful world!

As you can see, using CustomGPTs opens up a world of possibilities for language teachers — saving you time, sparking creativity, and keeping the focus where it belongs: on meaningful, acquisition-driven learning. 

If you believe a new CustomGPT would assist you as a language teacher, please do reach out! I am always creating and designing based on what needs exist for our language teacher community. 

And, exploring these CustomGPTs is just the beginning of what’s possible when we thoughtfully integrate AI into our teaching practice. If you’re feeling curious about how other language educators are using AI tools to save time, boost creativity, and support students in meaningful ways, you’re not alone.

Next school year, a new community of passionate language teachers will be coming together through the AI Innovator Community for Language Educators, with a special kickoff event — the AI Summit for Language Educators on August 6th, 2025. It’s an event designed for collaboration, conversation, and real classroom application, and I’m excited to lead these incredible learning opportunities specifically for language educators. We will offer a digital swag bag for all attendees and have a concluding prize raffle. The best part is our summer learning event is donation-based, and we are raising money to help support students in public education! I can’t wait to learn, grow, and S.O.A.R with these new possibilities, together!


– LoLogramos – Take advantage of these two options with the partnership between LoLogramos and Language Teaching Lab!

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