https://education.agentage.press/Agent Age Oktatás és család – az AI az iskolában, az egyetemen és otthon: tanárok, diákok, szülők, gyerekbiztonság, oktatáspolitika. Hetente válogatott hírek nézőpontonként, magyar fókusszal.huhttps://education.agentage.press/s/2026-11-02-01https://education.agentage.press/s/2026-11-02-01Mon, 02 Nov 2026 00:00:00 +0000Google announced earlier this week that it will turn off Gemini, Gemini Notebook, Gemini in Classroom and AI in Search by default on K-12 student accounts. Schools can disable the AI tools, but reports say the price is losing general access to Google Search.https://education.agentage.press/s/2026-11-02-02https://education.agentage.press/s/2026-11-02-02Thu, 05 Nov 2026 00:00:00 +0000A family has sued Google, alleging that their daughter used Gemini on a school Chromebook and that it became a life-threatening obsession. According to the complaint, the parents did not know that the girl spent months engaged with the AI and also planned her suicide with it.https://education.agentage.press/s/2026-11-02-03https://education.agentage.press/s/2026-11-02-03Thu, 05 Nov 2026 00:00:00 +0000The European Commission on Thursday presented an education and skills package responding to declining basic skills, teacher shortages and the role of AI in schools. The package includes introducing an AI literacy certificate for 15-year-old students from the 2027/28 school year.https://education.agentage.press/s/2026-11-02-04https://education.agentage.press/s/2026-11-02-04Mon, 02 Nov 2026 00:00:00 +0000Senators Blumenthal and Hawley asked Google to explain its approach to AI in schools, while New York Mayor Mamdani said the company is using its monopoly power to push AI on schools and Sanders called it blackmail. Google clarified its position after the political backlash, but the dispute over students' search access has not been settled.https://education.agentage.press/s/2026-11-02-05https://education.agentage.press/s/2026-11-02-05Thu, 05 Nov 2026 00:00:00 +0000The BBC examined two AI teddy toys recommended from age three, both on sale in the UK; one said unprompted that it could not help with killing. Following the report, experts are urging a ban on such toys and child-safety rules, saying they could cause psychological harm.https://education.agentage.press/s/2026-11-02-06https://education.agentage.press/s/2026-11-02-06Mon, 02 Nov 2026 00:00:00 +0000New York's new laws regulate the risks of AI chatbots for children and the security of baby monitors. One provision bans chatbots from acting as friends toward children.https://education.agentage.press/s/2026-11-02-07https://education.agentage.press/s/2026-11-02-07Wed, 04 Nov 2026 00:00:00 +0000A US survey found that one in three educators does not know whether their school has a policy on AI-generated fake images. In the Netherlands, Lauwers College staff became targets of deepfakes on TikTok, and in the UK a law enforcement agency warns that ordinary school photos are being used by criminals.https://education.agentage.press/s/2026-11-02-08https://education.agentage.press/s/2026-11-02-08Mon, 02 Nov 2026 00:00:00 +0000A Common Sense census finds that nearly two in three teenagers and younger children use AI chatbots. Parents underestimate how often they do so, and among those using a chatbot or companion, 11% of teens and 15% of younger children enjoy it a lot.https://education.agentage.press/s/2026-11-02-09https://education.agentage.press/s/2026-11-02-09Mon, 02 Nov 2026 00:00:00 +0000New York City public schools are reported to be introducing a moratorium on generative AI from kindergarten through eighth grade for the next school year. The South Portland school board votes Monday on a temporary ban on AI from kindergarten through eighth grade until an appropriate policy is drafted.https://education.agentage.press/s/2026-11-02-10https://education.agentage.press/s/2026-11-02-10Mon, 02 Nov 2026 00:00:00 +0000A GoStudent survey found that 73% of UK pupils do not disclose AI's role in work they hand in. Only 28% have been given a structured lesson at school on how to use AI properly.https://education.agentage.press/s/2026-11-02-11https://education.agentage.press/s/2026-11-02-11Fri, 06 Nov 2026 00:00:00 +0000A survey finds that 57% of children turn to AI for emotional support, almost as many as use it for homework. A Hungarian report says children talk to AI even in place of their friends.https://education.agentage.press/s/2026-11-02-12https://education.agentage.press/s/2026-11-02-12Tue, 03 Nov 2026 00:00:00 +0000Results of the 2026 national competence assessment show pupils' basic skills at a dramatically poor level. Reports say learning gaps accumulated at school can hurt pay and job prospects years later, and AI may not help make up for the missing knowledge.https://education.agentage.press/s/2026-11-02-13https://education.agentage.press/s/2026-11-02-13Tue, 03 Nov 2026 00:00:00 +0000Apple is taking steps to make it harder for children to find dating and AI companion apps. The news appeared on November 3.https://education.agentage.press/s/2026-11-02-14https://education.agentage.press/s/2026-11-02-14Mon, 02 Nov 2026 00:00:00 +0000The University of Colorado has set a framework for AI use, the University of Nebraska has introduced new rules across its campuses, and UIC requires instructors to disclose AI use to students. At Harvard Extension School, instructors work under decentralized policies.https://education.agentage.press/s/2026-11-02-15https://education.agentage.press/s/2026-11-02-15Thu, 05 Nov 2026 00:00:00 +0000OpenAI says Australian universities are introducing ChatGPT Edu to train AI-native graduates. The universities aim to prepare students for the labour market.https://education.agentage.press/s/2026-11-02-16https://education.agentage.press/s/2026-11-02-16Thu, 05 Nov 2026 00:00:00 +0000Seattle Public Schools is blocking YouTube, Minecraft and Gemini, limiting elementary students' screen time and disabling unapproved AI tools. Parents, meanwhile, are demanding a pause on classroom AI as the school board decides on the rules.https://education.agentage.press/s/2026-11-02-17https://education.agentage.press/s/2026-11-02-17Wed, 04 Nov 2026 00:00:00 +0000A study finds that the mental health of children strongly attached to AI chatbots is dramatically worse. Rutgers and AHA materials address the risks of young people's use of AI for mental health matters.https://education.agentage.press/s/2026-11-02-18https://education.agentage.press/s/2026-11-02-18Tue, 03 Nov 2026 00:00:00 +0000Stanford researchers say AI can undermine learning when students rely on it for thinking, and independent problem-solving may weaken. Another report asks whether students who use AI to study are actually learning.https://education.agentage.press/s/2026-11-02-19https://education.agentage.press/s/2026-11-02-19Thu, 05 Nov 2026 00:00:00 +0000West Virginia has sued Snap over its child safety promises and AI chatbot. The number of lawsuits against Snap, Meta and Google is growing as AI companies expand into schools.https://education.agentage.press/s/2026-11-02-20https://education.agentage.press/s/2026-11-02-20Thu, 05 Nov 2026 00:00:00 +0000The University of Seoul filed a criminal complaint against two applicants caught with AI smart glasses at an essay exam and banned them for three years. The education ministry is examining measures against cheating in university exams.https://education.agentage.press/s/2026-11-02-21https://education.agentage.press/s/2026-11-02-21Thu, 05 Nov 2026 00:00:00 +0000US teachers are bringing back oral exams and handwriting, replacing take-home writing assignments with in-class assessment. University exam rules are also changing because of AI.https://education.agentage.press/s/2026-11-02-22https://education.agentage.press/s/2026-11-02-22Mon, 02 Nov 2026 00:00:00 +0000Gemini for teachers is available in Google Classroom on a separate tab, with tools for lesson-plan outlines, quizzes, assessment rubrics and adjusting text levels. The account also describes the tool's limitations.https://education.agentage.press/s/2026-11-02-23https://education.agentage.press/s/2026-11-02-23Mon, 02 Nov 2026 00:00:00 +0000From next year, Romania's education ministry will introduce the subject Artificial Intelligence and Digital Citizenship, which high school students can choose. The introduction of the country's first school AI literacy framework is also under discussion.https://education.agentage.press/s/2026-11-02-24https://education.agentage.press/s/2026-11-02-24Tue, 03 Nov 2026 00:00:00 +0000A September survey of 1,528 parents by the National Parents Union found that 77% want public schools to teach students how to use AI tools. Parents also expect strong safeguards.https://education.agentage.press/s/2026-11-02-25https://education.agentage.press/s/2026-11-02-25Mon, 02 Nov 2026 00:00:00 +0000Google may soon let parents set a daily time limit on children's use of Gemini. The news appeared on 2 November.https://education.agentage.press/s/2026-11-02-26https://education.agentage.press/s/2026-11-02-26Mon, 02 Nov 2026 00:00:00 +0000In Howard County, Maryland, students need teacher permission to use AI. In Fairfax County, the school district is shaping new education technology and AI policies.https://education.agentage.press/s/2026-11-02-27https://education.agentage.press/s/2026-11-02-27Fri, 06 Nov 2026 00:00:00 +0000More than 300 teachers, parents and doctors are demanding a pause on plans to introduce AI tutors in schools. In Boston, teachers are unhappy about AI-powered youth education.https://education.agentage.press/s/2026-11-02-28https://education.agentage.press/s/2026-11-02-28Mon, 02 Nov 2026 00:00:00 +0000Lightspeed Systems' new filtering feature lets school districts block Google AI Overview and AI Mode for students and choose which search tabs are available. The announcement came at the same time as the change in Google's school AI policy.https://education.agentage.press/s/2026-11-02-29https://education.agentage.press/s/2026-11-02-29Mon, 02 Nov 2026 00:00:00 +0000The Dutch Tweede Kamer would ban the use of generative AI by primary school pupils. Hungarian reports describe a strict ban on asking ChatGPT for help.https://education.agentage.press/s/2026-11-02-30https://education.agentage.press/s/2026-11-02-30Tue, 03 Nov 2026 00:00:00 +0000The 3AM ransomware group attacked a UK school estate network, reportedly with suspected AI assistance. The news was published on 3 November.https://education.agentage.press/s/2026-11-02-31https://education.agentage.press/s/2026-11-02-31Mon, 02 Nov 2026 00:00:00 +0000Students in five Ghanaian schools learned more maths with a WhatsApp-based tutor. A 100-school trial is now checking the result.https://education.agentage.press/s/2026-11-02-32https://education.agentage.press/s/2026-11-02-32Mon, 02 Nov 2026 00:00:00 +0000Samsung found that 95% of students use AI, but few receive formal training. A related UK report says seven in ten parents struggle to advise teenagers on AI and emerging careers.https://education.agentage.press/s/2026-11-02-33https://education.agentage.press/s/2026-11-02-33Tue, 03 Nov 2026 00:00:00 +0000The 26th National Conference on Educational Research in Eger is examining the pedagogical impact of digitalisation and artificial intelligence. Judit Lannert said at the conference that the challenges facing education, including the effects of AI, require broad social cooperation.https://education.agentage.press/s/2026-11-02-34https://education.agentage.press/s/2026-11-02-34Fri, 06 Nov 2026 00:00:00 +0000The College Board is stepping up SAT security measures because of AI cheating and leaks. The news was published on 6 November.https://education.agentage.press/s/2026-11-02-35https://education.agentage.press/s/2026-11-02-35Tue, 03 Nov 2026 00:00:00 +0000A Dubai court upheld a student's dismissal over an AI-written thesis. The news was published on 3 November.https://education.agentage.press/s/2026-11-02-36https://education.agentage.press/s/2026-11-02-36Wed, 04 Nov 2026 00:00:00 +0000An OECD report says AI tutors may perform better than classroom learning. The news appeared on 4 November.https://education.agentage.press/s/2026-11-02-37https://education.agentage.press/s/2026-11-02-37Tue, 03 Nov 2026 00:00:00 +0000According to the Mathias Habib Foundation, a lawsuit over ChatGPT and child safety is advancing in Montana state court. The news was reported on 3 November.https://education.agentage.press/s/2026-11-02-38https://education.agentage.press/s/2026-11-02-38Thu, 05 Nov 2026 00:00:00 +0000According to Bloomberg Law, the future of the comprehensive US youth online safety law is uncertain. The House passed the Kids Internet and Digital Safety Act package in June, which combines several youth, AI, gaming and data broker proposals.https://education.agentage.press/s/2026-11-02-39https://education.agentage.press/s/2026-11-02-39Wed, 04 Nov 2026 00:00:00 +0000According to digitaliskeszsegek.hu, Slovakia has introduced AI literacy teaching in primary schools. The report was published on 4 November.https://education.agentage.press/s/2026-11-02-40https://education.agentage.press/s/2026-11-02-40Mon, 02 Nov 2026 00:00:00 +0000According to KQED, in one of a researcher's experiments, 6,000 elementary school students in Deer Valley, Arizona, were given the Goblins maths practice site in the 2025–26 school year. The research examines how the effects of AI tools differ by age.https://education.agentage.press/s/2026-11-02-41https://education.agentage.press/s/2026-11-02-41Mon, 02 Nov 2026 00:00:00 +0000After Instagram, Meta's child-safety feature is coming to Facebook, notifying parents when a teenager encounters content related to suicide or self-harm. The news was reported on 2 November.https://education.agentage.press/s/2026-11-02-42https://education.agentage.press/s/2026-11-02-42Wed, 04 Nov 2026 00:00:00 +0000Eötvös Loránd University (ELTE) regulates the use of artificial intelligence in education through Rector's Directive 4/2025 (X. 28.). The text of the policy appeared in the news feed on 4 November 2026.https://education.agentage.press/s/2026-11-02-43https://education.agentage.press/s/2026-11-02-43Mon, 02 Nov 2026 00:00:00 +0000Karnataka is training 5,000 government school teachers in AI, Telangana is offering 1 lakh students free AI and cloud computing training, and the New Delhi Municipal Council (NDMC) has launched an AI literacy programme. Gauhati University has signed agreements with two organisations on free AI skills training.https://education.agentage.press/s/2026-11-02-44https://education.agentage.press/s/2026-11-02-44Thu, 05 Nov 2026 00:00:00 +0000A global study ranks Canada fifth among 56 Commonwealth countries for youth AI readiness. Research by the Ayre Think Tank points to gaps in practical AI use.https://education.agentage.press/s/2026-11-02-45https://education.agentage.press/s/2026-11-02-45Thu, 05 Nov 2026 00:00:00 +0000Microsoft and the Department of Education (DepEd) will credential 2,000 Filipino teachers in AI literacy and equip classrooms for responsible AI use. Microsoft is seeking wider AI adoption in schools through partnerships.https://education.agentage.press/s/2026-11-02-46https://education.agentage.press/s/2026-11-02-46Thu, 05 Nov 2026 00:00:00 +0000Mindmax has raised £2.5m ($3.3m) for a conversational AI tutor that puts human learning first. The news was reported on 5 November.https://education.agentage.press/s/2026-11-02-47https://education.agentage.press/s/2026-11-02-47Wed, 04 Nov 2026 00:00:00 +0000Oxford University Press is launching a three-month pilot in which students and researchers at Harvard Library, the Wharton School and other institutions can access its content through ChatGPT Edu. The announcement was made on Tuesday.https://education.agentage.press/s/2026-11-02-48https://education.agentage.press/s/2026-11-02-48Mon, 02 Nov 2026 00:00:00 +0000Google has added hundreds of free textbooks to the AI-based NotebookLM study materials for students in India and other markets. The expansion was announced on 2 November.https://education.agentage.press/s/2026-11-02-49https://education.agentage.press/s/2026-11-02-49Mon, 02 Nov 2026 00:00:00 +0000Canada's Hamilton-Wentworth District School Board has published its responsible approach to AI. The report was published on November 2.https://education.agentage.press/s/2026-11-02-50https://education.agentage.press/s/2026-11-02-50Mon, 02 Nov 2026 00:00:00 +0000Digital Promise is part of research teams that won $38 million for research on AI in education. The news was reported on 2 November.https://education.agentage.press/s/2026-11-02-51https://education.agentage.press/s/2026-11-02-51Mon, 02 Nov 2026 00:00:00 +0000According to The Tribune, only 20–25 percent of government schools around Jalandhar have upgraded computers. A member of the Computer Teachers Punjab committee commented on the AI push.https://education.agentage.press/s/2026-11-02-52https://education.agentage.press/s/2026-11-02-52Fri, 06 Nov 2026 00:00:00 +0000A teachers' union leader urged Democratic elected officials to address AI in schools. The report was published on November 6.https://education.agentage.press/s/2026-11-02-53https://education.agentage.press/s/2026-11-02-53Sat, 07 Nov 2026 00:00:00 +0000Students say AI companies are targeting under-resourced schools, according to a Truthout article. A high school librarian asks students about Google's business interests.https://education.agentage.press/s/2026-11-02-54https://education.agentage.press/s/2026-11-02-54Wed, 04 Nov 2026 00:00:00 +0000Malaysia is incorporating AI literacy into the school curriculum. The news was reported on 4 November.https://education.agentage.press/s/2026-11-02-55https://education.agentage.press/s/2026-11-02-55Tue, 03 Nov 2026 00:00:00 +0000Massachusetts colleges are introducing Flock and AI cameras. The report asks whether this is safety or surveillance.https://education.agentage.press/s/2026-11-02-56https://education.agentage.press/s/2026-11-02-56Wed, 04 Nov 2026 00:00:00 +0000OpenAI is offering French students €50 in ChatGPT credits. The news was reported on 4 November.https://education.agentage.press/s/2026-11-02-57https://education.agentage.press/s/2026-11-02-57Fri, 06 Nov 2026 00:00:00 +0000A randomized clinical trial found that the Rosie chatbot, designed for pregnant women and new mothers, did not reduce anxiety or depression over a year compared with a group receiving a monthly children's book. The news was reported on 6 November.https://education.agentage.press/s/2026-11-02-58https://education.agentage.press/s/2026-11-02-58Fri, 06 Nov 2026 00:00:00 +0000According to CEDEFOP, Estonia's AI Leap programme is being extended to vocational education. The report was published on 6 November.https://education.agentage.press/s/2026-11-02-59https://education.agentage.press/s/2026-11-02-59Mon, 02 Nov 2026 00:00:00 +0000An EdTechStuff report says students claim they use AI to learn, while believing their peers use it to avoid work. The news was reported on 2 November.https://education.agentage.press/s/2026-11-02-60https://education.agentage.press/s/2026-11-02-60Mon, 02 Nov 2026 00:00:00 +0000This fall, medical students can use an AI tutor with McGraw Hill medical content. The news was reported on 2 November.https://education.agentage.press/s/2026-11-02-61https://education.agentage.press/s/2026-11-02-61Fri, 06 Nov 2026 00:00:00 +0000Óbuda University and Gránit Bank signed a cooperation agreement on 5 November 2026. The partnership brings Gránit Bank's digital banking and AI expertise into university teaching.https://education.agentage.press/s/2026-11-02-62https://education.agentage.press/s/2026-11-02-62Mon, 02 Nov 2026 00:00:00 +0000The relationship between AI and student research circles (TDK) was discussed at the 7th National Student Research Conference Forum, held at Széchenyi István University in Győr. The story was published on 2 November.https://education.agentage.press/s/2026-11-02-63https://education.agentage.press/s/2026-11-02-63Mon, 02 Nov 2026 00:00:00 +0000This year's main topics for Digital Theme Week include digital citizenship, the future of digitalisation and the use of digital technologies in education. The story was published on 2 November.https://education.agentage.press/s/2026-11-02-64https://education.agentage.press/s/2026-11-02-64Tue, 03 Nov 2026 00:00:00 +0000The AIéjszakája programme in Veszprém includes a methods idea exchange for teachers. The event's patron is Eszter Lakos.https://education.agentage.press/s/2026-11-02-65https://education.agentage.press/s/2026-11-02-65Tue, 03 Nov 2026 00:00:00 +0000The Faculty of Information Technology and Bionics at Pázmány Péter Catholic University has decades of tradition in AI research and teaching. The faculty says AI developments are moving into the physical world, with robotics as the possible next breakthrough.https://education.agentage.press/s/2026-10-26-01https://education.agentage.press/s/2026-10-26-01Mon, 26 Oct 2026 00:00:00 +0000New York Governor Kathy Hochul has signed a child-protection chatbot law banning "unsafe" companion features in chatbots used by users under 18. Hochul said the law prevents chatbots from "coaching" children into self-harm (26–28 October 2026).https://education.agentage.press/s/2026-10-26-02https://education.agentage.press/s/2026-10-26-02Mon, 26 Oct 2026 00:00:00 +0000A Fields Medal-winning mathematics professor, reported to teach at UC Berkeley, has changed how students are assessed: they are now graded simply for submitting their homework. The professor argues that AI has made grading homework pointless and has called online exams a waste of time (26 October 2026).https://education.agentage.press/s/2026-10-26-03https://education.agentage.press/s/2026-10-26-03Tue, 27 Oct 2026 00:00:00 +0000New surveys find that most tweens and teens use AI for both schoolwork and emotional support. Research by Common Sense Media finds that half of children use social media platforms and AI chatbots built for older users (27–30 October 2026).https://education.agentage.press/s/2026-10-26-04https://education.agentage.press/s/2026-10-26-04Thu, 29 Oct 2026 00:00:00 +0000Dutch MPs in the House of Representatives (Tweede Kamer) want to ban primary school children from using generative AI, citing risks to them. The proposal has sparked debate and was also covered by the Hungarian press (29 October–1 November 2026).https://education.agentage.press/s/2026-10-26-05https://education.agentage.press/s/2026-10-26-05Mon, 26 Oct 2026 00:00:00 +0000A Jed Foundation study finds a link between teens' AI use and suicidal thoughts and behaviour. The rate is highest among those using AI for companionship, and most teens who used AI for mental health support wanted more help (26–28 October 2026).https://education.agentage.press/s/2026-10-26-06https://education.agentage.press/s/2026-10-26-06Fri, 30 Oct 2026 00:00:00 +0000Hungarian media report that schools have ordered nearly 150,000 AI licences, with a rush for free AI tools across the country's institutions (30 October 2026).https://education.agentage.press/s/2026-10-26-07https://education.agentage.press/s/2026-10-26-07Mon, 26 Oct 2026 00:00:00 +0000The state of Texas has sued OpenAI and Sam Altman over ChatGPT's safety for children (26 October 2026).https://education.agentage.press/s/2026-10-26-08https://education.agentage.press/s/2026-10-26-08Mon, 26 Oct 2026 00:00:00 +0000An audit found that all 39 meta-analyses examining the benefits of AI in education reached positive results, and that the analyses contain serious flaws (26 October 2026).https://education.agentage.press/s/2026-10-26-09https://education.agentage.press/s/2026-10-26-09Mon, 26 Oct 2026 00:00:00 +0000Google has expanded Gemini's education offering: Gemini Notebook makes hundreds of textbooks available, and in the student hub immersive explorations break visual topics into layers. Publishing and teacher insights have appeared in the Gemini app (26–29 October 2026).https://education.agentage.press/s/2026-10-26-10https://education.agentage.press/s/2026-10-26-10Thu, 29 Oct 2026 00:00:00 +0000The South Korean government wants criminal punishment and a three-year exam ban for students who cheat on the CSAT exam using AI glasses (29 October 2026).https://education.agentage.press/s/2026-10-26-11https://education.agentage.press/s/2026-10-26-11Tue, 27 Oct 2026 00:00:00 +0000A Microsoft study finds that 92% of school and higher-education students use AI for schoolwork. A joint study by Siemens and UNIside examines the role of AI among Hungarian university students, and Hungarian universities are also teaching students to use it in value-creating ways (27–29 October 2026).https://education.agentage.press/s/2026-10-26-12https://education.agentage.press/s/2026-10-26-12Thu, 29 Oct 2026 00:00:00 +0000Education Minister Fadhlina said 329,414 teachers have received AI training ahead of the school curriculum rollout. AI literacy and the AI Bill were also on the agenda in the Dewan Rakyat, Malaysia's lower house of parliament (29 October 2026).https://education.agentage.press/s/2026-10-26-13https://education.agentage.press/s/2026-10-26-13Mon, 26 Oct 2026 00:00:00 +0000Princeton will give every student, faculty and staff member ChatGPT Plus access from next semester. The University of Texas at Austin (UT) agreed to pay about $4.2 million for ChatGPT and Claude services, Georgetown is finalizing a licence for Anthropic's Claude, and Cornell is expanding access to multiple AI tools (26–29 October 2026).https://education.agentage.press/s/2026-10-26-14https://education.agentage.press/s/2026-10-26-14Tue, 27 Oct 2026 00:00:00 +0000A judge said Character Technologies must appoint a privacy ombudsman to examine whether the platform is harmful to children, because Disney's $20 million bid raises privacy concerns. State attorneys general have set child-safety and privacy expectations for any sale (27–30 October 2026).https://education.agentage.press/s/2026-10-26-15https://education.agentage.press/s/2026-10-26-15Mon, 26 Oct 2026 00:00:00 +0000The Howard County school board adopted policy 30-70, with human oversight and staff training, by a 6–1 vote. Washington's OSSE issued a model policy and Hillsboro teachers are introducing an AI-use scale, while a SETDA report says states are shifting from ed-tech adoption to accountability (26–29 October 2026).