Lots of teachers I know are hesitant to introduce AI for language learning in their classrooms.
I get it, because I had the same initial reaction.
The risks are considerable: from cheating on assignments, having all voices sound the same, or losing critical thinking skills, this type of tech can impact academic integrity.
But we must also know that students, with or without our permission, are using these tools.
And when around 55% of U.S. teachers serve at least one English language learner, AI can become one of their most accessible allies.
Across the country, generative tools are giving educators new ways to meet the needs of over 5.3 million multilingual learners in public schools.
From adapting complex texts to supporting bilingual family communication, AI can accommodate daily practices and support language and confidence development.
Educators are already using platforms like ChatGPT, TalkingPoints, and Amira to break down language barriers and build safer practice opportunities.
With the right approach, these tools won’t replace instruction. However, they can enhance it by layering scaffolds, personalizing feedback, and opening conversations that weren’t possible before.
This blog:
• Explores the ways AI for language learning is transforming the EL experience
• Showcases real use cases
• Features engagement family tools
• And highlights the role donors can play in scaling access and equity
How AI Tools for Language Learning Are Transforming Classrooms
By October 2024, EdWeek found out that around one third of school and district leaders were already using AI in programs for multilingual learners—we can imagine how numbers look like a year later.
The truth is that these tools are reshaping how content is delivered, accessed, and personalized in real time, all in an accessible way that allows schools to integrate them into programs without years of planning.
Some of the changes schools have seen are:
Scaffolding Complex Texts
Educators use generative AI to adapt content to different English reading levels, making rigorous curriculum accessible to all learners.
For example, teachers could use AI platforms like ChatGPT, Poe, or Perplexity to simplify vocabulary and structure in high-school grade articles into middle-school level, making them accessible to multilingual learners and still making discussion possible with their English-speaking peers.
Creating Glossaries and Sentence Frames
AI tools like MagicSchool can generate customized word banks and sentence starters in multiple languages.
These supports help students practice academic vocabulary and structure their responses in writing and speaking tasks.
By integrating these small changes in teacher’s prep routines, staff can save a lot of time and come up with more creative ideas to engage students.
Additionally, it opens up space for increased personalization in content and level, which therefore increases the chances for ELL students feeling more welcomed and confident.
Adaptive Learning in Real Time
Thanks to their fast response time, AI tools for language learning and adaptation can help teachers create low-stress practice opportunities in which students don’t fear mistakes as much.
Selila Yu Ye, a literacy coach in New York City public schools, has used AI chatbots that allow students to interact in both English and their native language. And you can find hundreds of educators with strategies like this around the country.
Additionally, AI platforms can analyze student inputs to tailor questions, assignments, and pacing.
This type of responsive instruction meets learners at their level and provides personalized feedback without overwhelming or placing them in the spotlight.
Over time, their practice can turn into confidence and higher class participation.
Assisted Reading and Speaking
What once was a one-human duty has transformed into an easier task thanks to tech.
Programs like Amira, that focus on literacy development, can deliver real-time pronunciation support and reading fluency feedback.
By pinpointing errors and modeling correct responses, AI offers coaching that’s consistent and immediate.
This lowers the load on teachers while still providing personalized support that can show students which areas they need to work in the most.
Amplify Classroom Dynamism and Creativity
Teachers, coordinators and school leaders can use technology to come up with innovative ways to introduce topics, start discussions, assess topics, and more.
Guardrails: Challenges for When Using AI with ELs
As powerful as these tools are, they require intention and supervision. As we know, AI can’t substitute human interaction and discernment.
Whether you’re a teacher crafting a couple of tech-powered ideas, a parent seeking support for their child, or a leader wanting to implement AI school or district-wide, educators and funders must be mindful of the following:
• Over-reliance on easiness: If educators oversimplify all materials (with or without AI), ELs might miss out on grade-level content exposure. Their language access shouldn’t stop teachers from maintaining academic rigor and showing strong appreciation.
• Translation quality and tone: AI translation can be fast, but miss accuracy and nuance. Teachers should review messages for tone, cultural fit, and meaning—especially in family communication.
• AI bias in assessment: Linguistic biases can affect ELs, as detection tools that flag AI-written content can misclassify their writing due to structure and vocabulary issues. A Stanford study found that 61% of TOEFL essays were flagged. Relying on these tools can unfairly penalize multilingual students.
• Student overreliance: When used without reflection, AI-generated text may discourage original thinking. Teachers should build in steps for students to critique, revise, and rewrite AI outputs.
• Privacy concerns: Only FERPA-compliant tools should be used, and no student-identifiable data should be input into public platforms. Always make sure not to provide private or classified information.
The National Education Association has warned about these and other risks, as well as provided successful examples of what happens when careful strategies are implemented.
AI for Family Engagement in Multilingual Communities
Technology is helping schools bridge the gap between home and classroom by enabling communication in more than 150 languages.
This is especially powerful for families who speak low-incidence languages or lack sustained internet access.
For example, TalkingPoints is a standout platform that enables SMS-based communication with real-time translation. Families receive messages in their preferred language and can reply using the same thread, with messages auto-translated back to educators.
Through features like Message Mentor, educators get guidance on writing messages that are warm, culturally appropriate, and clear.
Outside the classroom, families are turning to tools like Google Translate, ChatGPT, and Duolingo to support their children’s learning.
A parent might use these tools to decode a homework assignment, practice English, or simulate a parent-teacher conversation.
Philanthropy’s Role: Funding AI for Language Learning
Districts serving high numbers of English learners are often those with the fewest resources to adopt new technology.
This is where donors can make a transformational impact.
Philanthropy can fund AI pilot programs that put tools like Amira, TalkingPoints or MagicSchool directly into multilingual classrooms.
A modest investment could cover school-level licenses, train bilingual teachers in prompt engineering, or provide a subscription to an AI platform that simplifies reading content on demand.
Professional development is another critical lever. This is because, while technology can accelerate progress, it’s the educator’s expertise that determines its true impact.
Funding workshops on safe and ethical AI use for EL educators ensures that classrooms implement these tools responsibly and effectively. At the same time, it provides teachers, administrators, and other school staff with skills for enhancing their workflow and keeping themselves up-to-date.
Philanthropy can move fast, adapt to local needs, and prioritize equity.
AI for Language Learning into Human Connection
Generative AI, if used correctly, can build equity, spark creativity, and give rise to new voices.
It can remove long-standing barriers for multilingual students and the educators who serve them, as well as empower teachers to reach every student and help families become true partners in learning.
Now is the moment to shape how AI shows up in our schools.
Let’s leverage it to build a bridge.
