AI & Education News — 2026-10-31 (Sat) Daily News

Overview

Activity this cycle spans nearly every life stage. AI literacy, primary school, university and adult learning produced the most items, with a policy split visible in primary school: Dutch lawmakers want generative AI kept out, while Hong Kong is introducing AI study (DutchNews.nl, South China Morning Post). In Japan, project-based AI app development for junior high students and AI training and certification for adults stood out (ICT Education News, Nikkei).

AI literacy

- An Education Week opinion piece argues that students need data and AI literacy (Education Week). - A school board in Beverly Hills heard a presentation on an AI curriculum (Beverly Hills Courier). - A review finds that early childhood AI literacy is shaped by robots, not child development (Bioengineer.org). - In Japan, a "safe AI education" small-start plan starting at 3 people and 7,000 yen per month was announced as a way to avoid the risk of company-wide rollout (Dream News). Separately, a generative AI training session attended by 460 Sapporo city employees featured a speaker from the company andDot (ICT Education News).

Early childhood education

- Kindergarteners showed wide-ranging skills when talking to the Doubao AI in class (Bioengineer.org). - In Japan, a series article tried ChatGPT Images 2.5 with a 4-year-old, turning the child's hand drawings with AI (Kodomo to IT). Also in Japan, first-year students at Ritsumeikan junior high school took on app development with AI in an inquiry program provided by takeforest (Kodomo to IT).

Primary school

- Dutch lawmakers are seeking to keep generative AI out of primary school learning, and MPs have called for a ban on generative AI in primary schools (Hungarian Conservative, DutchNews.nl). These are calls for a ban, not an enacted rule, based on the headlines. - Hong Kong primary pupils will study AI under a new technology subject (South China Morning Post). This is a plan, not a confirmed result. - Malaysia's classroom tech push faces a reality check, with the question raised of whether AI can teach kids to think (South China Morning Post). - In Japan, Tokyo Metropolitan Government published text and video content for learning about AI (WEB Koho Tokyo). A JIJICO column discusses the good and bad effects generative AI has on children (JIJICO). MetaMoJi announced the education AI "SHUUSAI", to be built into "MetaMoJi ClassRoom 3" as standard from March 2027 (ICT Education News). A BCN Retail article links AI PCs, the compulsory high school subject "Information I" and Qualcomm (BCN Retail).

Junior high school

- In Japan, junior high and high school students developed a digital human from the perspective of an AI provider, in a career experience program (Educational Home News). First-year junior high students, 240 of them, took on building apps to solve everyday problems with AI through takeforest (ICT Education News). No learning outcomes are reported in the headlines.

High school

- In Japan, a high school teacher and a Toshin High School instructor will hold an event titled "AI and Future Learning" in Nagasaki in December (ICT Education News).

University

- A Dartmouth survey reveals what students think about AI (Dartmouth). - Times Higher Education discusses the difference between AI-proof and AI-authentic engineering education (Times Higher Education). - Nine in ten medical students at a Peruvian university report using AI tools (Bioengineer.org). - In Japan, the CAUA Symposium 2026 takes up what information infrastructure universities should have in the age of generative AI, covering education, research and operations (CTC). A Waseda University professor of architecture wrote an opinion piece on AI and education (Gas Energy News).

Adults

Scope here is reskilling, lifelong learning courses and certifications only. - A study covers occupational exposure to AI and worker preparedness, looking at skills, educational attainment and adult learning across 16 countries (Tạp chí Công Thương). - In Japan, a Nikkei company disclosure for CAICA DIGITAL says its AI certification rate has reached over 90% (Nikkei). Kindai University reported a guest lecture in a first-year required course on improving basic working skills in the AI society (Kindai University). PlusWeb3 published a guide to eight recommended AI certifications and the order to take them (PlusWeb3). Bizup Research Institute renewed its e-JINZAI "AI/DX training" with a second update expanding practical learning (ICT Education News).

Older adults

No notable developments.

Statements by key figures

No notable developments. No statements from Sal Khan, founder of Khan Academy, appear in the material. 【Integrated analysis: what is happening】 - Common across stages: Learning about AI is moving from general talk to defined programs, such as a curriculum presentation, a new Hong Kong subject, and project-based app development in Japanese junior high schools (Beverly Hills Courier, South China Morning Post, ICT Education News). The same company, takeforest, appears in both an early-secondary program and a Ritsumeikan junior high program, which suggests external providers are filling this role in Japan (Kodomo to IT, ICT Education News). - Where stages differ: At primary level the main question is whether generative AI should be used at all, with Dutch lawmakers seeking exclusion while Hong Kong adds AI study and Malaysia's push is being questioned (DutchNews.nl, South China Morning Post). At university level the items center on student use and institutional design, with surveys of usage and a symposium on information infrastructure (Dartmouth, Bioengineer.org, CTC). For adults, certification and training are the focus (Nikkei, PlusWeb3, ICT Education News). - Decisions that may change: Teachers and schools at primary level appear to face a choice between restricting generative AI and teaching about AI, which are separate questions. Universities may need to decide how to treat assessment and tools given the AI-proof versus AI-authentic framing. Adult learners appear to be choosing among certifications, and the guide on order suggests sequencing matters to them. Effects on children's learning are not confirmed in any of these headlines.

What to watch

Whether the Dutch call to keep generative AI out of primary schools becomes formal policy, and how Hong Kong's primary AI subject is implemented (DutchNews.nl, South China Morning Post). 2. Whether Japanese junior high and high school AI programs begin reporting learning outcomes, and how MetaMoJi's tool is adopted ahead of March 2027 (ICT Education News). 3. Whether remarks from Sal Khan or Khan Academy on AI in education appear in the next cycle.