Today's big question: can an AI tutor really teach as well as a person? A new study says yes, on one exam at least, while schools, publishers and regulators scramble to work out what to do about it. Here are the six AI-in-education stories worth your attention today.
1. AI tutors match human tutors on GRE learning gains, new study finds
Source: arXiv preprint, via AI Weekly · September 24–28, 2026
A preprint called StudentBench compared AI tutoring, human tutoring and no tutoring across 2,383 participants, logging more than 175,000 student-AI interactions. According to the write-up, AI tutoring was statistically equivalent to expert human tutoring for GRE learning gains, and the AI tutors did better in five of seven GRE domains.
The headline number is cost: one AI tutor reportedly reached parity at 918 times lower cost per percentage point gained. The authors do not name the models used, the comparison relies on a single human tutor group, and the results still need independent replication, so treat this as promising rather than proven.
Cheap tutoring for everyone sounds great. The catch is checking it works outside the lab.
2. Schools are experimenting with AI with little evidence or policy to guide them
Source: NPR · September 28, 2026
NPR's latest education coverage argues that many schools are adopting AI tools faster than research or rules can keep up. That echoes the Digital Education Council's 2026 survey of 45,398 students and faculty in 35 countries: 88% of students and 77% of faculty use AI, yet only 29% of students believe their instructors can guide them on it.
The same survey found 66% of students worry AI could discourage critical thinking (81% in the US and Canada), and faculty intent to use AI in teaching fell from 76% to 67% in the US and Canada. The survey was published in July, so it is background here rather than breaking news.
Usage is racing ahead of policy, and everyone is improvising.
3. McGraw Hill buys TeachFX to bring AI coaching to teachers
Source: McGraw Hill press release, covered by EdTech Innovation Hub · September 17–24, 2026
McGraw Hill has acquired TeachFX, a platform that records classroom audio and uses AI to give teachers feedback on things like questioning technique and how much students are talking. Terms were not disclosed. The company says it wants a bigger share of the roughly $6 billion professional learning market.
It follows McGraw Hill's earlier purchase of Teachally and signals that big curriculum publishers now see AI coaching for teachers, not just AI for students, as a core product.
Your next lesson observation may come with an algorithm.
4. FCC reviews the $3 billion E-Rate school internet subsidy over screen-time worries
Source: Chalkbeat · September 23, 2026
The FCC is reviewing E-Rate, the roughly $3 billion-a-year programme that covers 20% to 90% of schools' internet costs. Options reportedly range from scrapping it to attaching conditions such as screen-time limits and parental opt-outs. The public comment deadline is October 13.
Chalkbeat notes the tension: the administration promotes AI in schools while its own officials question screen time. Superintendents warn that cutting E-Rate would hit low-income districts hardest, and one Alaska district leader says it supplies more than $700,000 a year, about 7% of his budget.
Big AI ambitions, shaky broadband funding.
5. OpenAI publishes an Australian Youth Safety Blueprint for teen AI use
Source: OpenAI · September 18, 2026
OpenAI's blueprint sets out six pillars: AI literacy, age-appropriate safeguards, privacy-protective age assurance, parental controls, crisis support connections and corporate accountability. It comes with a rollout of ChatGPT for Teens in Australia, with safeguards for ages 13 to 17.
OpenAI states that responsibility for safety should not fall mainly on young people or their families. It is a company's own framework, so it is worth reading alongside independent scrutiny.
The safety rules for teen AI are being written, partly by the companies themselves.
6. AI4MiddleSchools expands to more US states
Source: Carnegie Mellon University Computer Science · announced September 10, 2026
The NSF-supported programme teaches middle schoolers how machine learning, computer vision and language models work, and the ethics around them. It began in 2021 as "AI for Georgia" and now involves Connecticut, Florida, Georgia, Mississippi, New Jersey, Pennsylvania and Texas.
The team forecasts reaching about 15,000 students and 1,700 educators over three years, aiming to make students technology creators rather than just users.
Understanding AI early beats being surprised by it later.
AI tutors just matched human tutors at a fraction of the cost
It has a shocking number, a live debate and a clear takeaway for students, parents and teachers: use AI tutors as practice partners, keep humans for judgement, and ask your school for a clear AI policy.
"A new study says AI tutors matched expert human tutors, at roughly 918 times lower cost. So why are schools still arguing about whether to let students near them?"
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