Teachers and Students Are Testing AI Tools at Scale

AI tools – A new wave of AI learning resources is moving into classrooms and study habits—especially for English language learners—while educators debate which tools genuinely help and which may fall short.
By the time schools settled into daily routines, AI had already slipped into the margins: pronunciation checks, classroom games, writing prompts, translation features, and research helpers.
The latest snapshot of what educators are trying comes from a running “best tools and resources” roundup focused on the past six months of AI in education. It reads like a map of where teachers are placing their hopes—and where they’re still unsure.
For English language learners, the list keeps returning to tools built for practice, feedback, and exposure. “My AI Toolkit: Studio” is described as an exceptional resource for ELL teachers. “Twin Pics” is framed as a classroom game to support ELL writing. while “How to Use Artificial Intelligence With English Learners—According to Teachers” points to classroom use guided by educators. Several items focus on speaking and pronunciation: “Google Translate’s ‘Practice’” is highlighted for assessing pronunciation. while “Speak Free” is presented as a free option for practicing English pronunciation. “LineSpeak” is described as an AI tool to assess pronunciation with a “generous free plan. ” and “Spelly” is listed as another free pronunciation assessment option. “Mock Talk” is also included as a “good—and free—tool” for ELLs to practice speaking. along with “Hello Nabu. ” which the roundup calls one of the best free AI-powered language learning tools it has seen.
Translation and listening support also feature prominently. “Dulink” is listed as translating any article and making it look nice. The roundup points to Google Translate offering simultaneous translation on iPhones using headphones—positioned as useful for ELL students in English-proficient classes. “Odyssey” is described as an AI-powered video tool that could be useful to English language learners. while “Uttered” is offered as a possible video option.
There are classroom tools aimed at engagement and structured thinking too. “This Idea Of Beginning Lessons With A ‘Micro-Inquiry’ Is A Good One. ” paired with a free AI tool designed to create them. suggests a push toward smaller. guided questions at the start of lessons. “What Do You Think Of These Two Questions For Helping Guide School AI Use?” also appears in the roundup. reflecting the reality that teachers are not only adopting tools—they’re trying to set boundaries around them.
Writing and content creation remain a major battleground. “Who’d Have Thought?. Students Who Prompt AI To Create Texts They’re Interested In Are More Likely To Want To Read Them” captures a hope many teachers are testing: that interest can pull reluctant readers in. At the same time, the roundup includes a warning aimed at higher education. “Note To College Instructors: Um. I Don’t Think Your Students Are Reading Your Textbook Or Materials” is included alongside the wider anxiety around AI-written work.
Other entries point to verification and study support. “The Claim Auditor” is described as using AI to verify claims that people say are research-based. “Quizdes” is listed as a free alternative to Wayground or Kahoot. “Padlet Arcade” is flagged as a great—if free for now—place to easily create online learning games.
The same list that celebrates usable tools also records the discomfort many educators still feel about what AI is doing to learning spaces. “What If History” is included as a fun AI tool, but the writer adds that it also makes them feel sad about what AI has done to classrooms.
For educators trying to steer learning beyond language practice. there are items aimed at broader skills: “Instrument Playground” is described as a good tool for students to learn about different musical instruments. while “Hidden Door” is listed as using AI to let you role-play within classic novels. “Five AI-Created Infographics Sharing Info On AI Research & My Recommendations” is included. and “Excellent Summary Of Research On AI & Learning. But Recommendations Are Pretty Weak” signals another familiar tension: abundant research and uneven guidance.
Research and academic publishing get their own spotlight. with “Google Unveils ‘Scholar Labs’ For Academic Research – Seems ‘Meh’” included in the roundup. There’s also a recurring question about tutoring systems: “Some Studies Say That AI Tutors Are Supposedly Effective. But For Whom?”—a reminder that effectiveness isn’t universal. and that teachers need to know which students benefit.
Not every entry is a tool students use directly. “I’ve Created Five Free Chatbots For Teachers & Others. And Some Have Become Quite Popular” appears with links to those chatbots. and “EduGems has a nice collection of prompts that teachers can use with AI chatbots” is included as part of a larger effort to build workable teacher prep routines.
Beyond individual products, the roundup includes arguments and critiques that touch classroom ethics and course design. “AI-generated lesson plans fall short on inspiring students and promoting critical thinking” is listed from The Conversation. “Writing builds resilience by changing your brain. helping you face everyday challenges” is included from The Conversation as well. added to “THE BEST RESOURCES FOR HELPING STUDENTS SEE THE BENEFITS OF WRITING (IN THE AI AGE).” Another The Conversation entry—“The Best ‘Strategies For Creating AI-Resistant Assignments’”—is referenced through “The ‘Best’ Strategies For Creating AI-Resistant Assignments. ” where the roundup adds that the author of one piece suggests some assignments are AI-resistant.
In a separate thread. Wired is cited for the human side of adoption: “Parents Fell in Love With Alpha School’s Promise. Then They Wanted Out” appears as part of what happens when big promises meet day-to-day realities. “I’m pretty surprised that Sal Khan wrote this op ed. & even more surprised the NY Times published it” is also included. pointing to the way influential educators and major platforms are shaping the public conversation about AI.
Still, the roundup doesn’t present AI as one thing. Google-related entries appear alongside independent or free options, and language-focused tools sit next to broad classroom game ideas, research helpers, and debate pieces about what classrooms should become.
That’s the through-line in this six-month collection: AI is no longer a distant concept for education. It’s a toolbox teachers and students are actively testing—especially for English learning—while educators wrestle with the question that matters more than any single app: which supports learning. and which just changes the surface of it.
AI tools education technology teachers students English language learners ELL pronunciation assessment Google Translate practice classroom games AI tutors AI in education policy
So they’re letting AI replace teachers? cool.
Honestly I don’t get it, isn’t Google Translate still trash for pronunciation half the time? Like my cousin used it and it made him sound like a robot. But I guess for ELL maybe it helps? Still kinda weird teachers are “testing” it at scale.
I saw “Twin Pics” mentioned and I thought it was like… photo recognition or something, not writing help. Are kids just playing games and the computer grades them? Also “My AI Toolkit: Studio” sounds like a whole program not just a tool, which is what scares me. If the AI is wrong, then the kids learn wrong stuff and nobody knows.
This is gonna turn into another thing where they say “it’s for English learners” but it’ll end up everywhere. Like first it’s pronunciation checks and translation and writing prompts, then it’s “research helpers” and suddenly students don’t know how to actually look things up. Plus I swear these tools basically auto-correct you into whatever the algorithm wants. Teachers debating is good though… but I bet admin will still force it in.