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Children & education
AI in schools, chatbots and minors, companion-app harms and edtech ethics — tracked daily.
A scoping review of generative AI-powered agentic AI in education: Research landscape, agentic capabilities, and insights from the frontier agent paradigm, exemplified by OpenClaw
Publication date: Available online 28 July 2026 Source: Computers and Education: Artificial Intelligence Author(s): Ningxia Wang, Di Zou, Haoran Xie, S.Joe Qin
Archetypes or ability? Clustering for modelling student mathematical competence
arXiv:2607.26063v1 Announce Type: new Abstract: Personalised learning systems often assume that mathematical ability is combined of discrete abilities, acquired sequentially and dependent upon first acquiring foundational abilities, and students often report different strengths. In this work, we explore the validity of these assumptions by applying clustering methods to a large dataset of 119,034 students, spanning 13 national-level exams sat in the United Kingdom and collected by the platform.
The Easy Trap: Why LLMs Underestimate Misconception-Driven Difficulty
arXiv:2607.26067v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used for estimating item difficulty in educational assessment. However, it remains unclear whether such estimates reflect how learners actually experience difficulty. This study investigates the alignment between LLM-generated difficulty ratings and empirical student performance on basic mathematics tasks. Four widely used LLM-based systems generated difficulty ratings on a 1-100 scale for 32 arithmetic
The Agency Gap in AI-Supported Writing: How Reactive and Proactive Agent Designs Shape Multimodal Reasoning
arXiv:2507.04398v3 Announce Type: replace-cross Abstract: Generative AI is becoming part of academic writing, but its educational value depends on how control is shared between learner and system. This study examined an agency gap: performance differences that may arise when AI agent initiative is misaligned with learners' generative AI literacy. Seventy-nine medical and nursing students completed two multimodal analytical writing tasks using healthcare simulation data visualisations. They were
Final Call: Age Verification and Restricting Social Media for Children, Delhi, 31 July #NAMA
Join experts at MediaNama event to discuss age verification, social media restrictions for children, platform design, privacy, online safety, and practical regulatory approaches. The post Final Call: Age Verification and Restricting Social Media for Children, Delhi, 31 July #NAMA appeared first on MEDIANAMA .
Justin Bieber’s Sneakers Worn During World Cup Final Performance Sold at Auction for Almost $30K
Christie's auction house handled the One Goal auction, which benefits the FIFA Global Citizen Education Fund, a $100 million initiative to expand access to quality education and football for children worldwide.
Howard Revisits Disenrollment Decision
Howard Revisits Disenrollment Decision Joshua.Bay Wed, 07/29/2026 - 06:27 PM In a conversation with Inside Higher Ed , Interim President Wayne Frederick said Howard reinstated more than 200 students and outlined changes to improve communication. Byline(s) Joshua Bay
In Diary, Fauci Bragged of Role in School Closures. At Hearing, He Took the 5th
In a three-hour hearing Wednesday, Dr. Anthony Fauci, the influential scientist who led the national response to COVID, refused to respond to questions about his role in school closures and the mask and social distancing guidelines that experts say have drastically set back students’ learning. Subpoenaed by Sen. Rand Paul of Kentucky, the Republican chair […]
Senators Push Federal Regulator to Prove School Bus Safety Data Is Accurate
The post Senators Push Federal Regulator to Prove School Bus Safety Data Is Accurate appeared first on ProPublica .
New Senate bill would update state education, workforce data systems for AI era
New bipartisan legislation would employ artificial intelligence to improve the longitudinal data systems built by state governments to improve educational and workforce outcomes.
Performance of 5 Large Language Models in Perioperative Consultation for Pediatric Hypospadias: Cross-Sectional Comparative Study
Background: Hypospadias is a common congenital malformation requiring surgery. Caregivers face substantial perioperative information needs, and large language models (LLMs) offer a potential health education channel, but their performance in pediatric urology and the relation between citation accuracy and clinical content safety lack systematic evaluation. Objective: This study aimed to evaluate 5 LLMs (ChatGPT-4o, Gemini-2.5-Pro, OpenEvidence, Zhipu Qingyan, and DeepSeek) for pediatric hypospad
The True Story Behind Netflix's The Idaho Murders: College Nightmare
As Bryan Kohberger challenges his conviction for murdering four Idaho college students, a new Netflix documentary examines what we know about the case
You’re Not Imagining It: Your Kid’s School Supplies Cost More This Year
Pencils are more expensive. So are notebooks, scissors, glue sticks — just about every back-to-school item that families will load into their literal or virtual carts this summer has gone up in price at a time when American families already feel crushed by rising costs. According to one analysis of the 21 most common school […]
The Social Cost of an AI Teammate: How an Artificial Teammate Reshapes Human-Human Communication in Small-Team Decision-Making
Conversational AI is increasingly positioned as a teammate rather than a tool, yet we know little about how its presence reshapes communication among the humans on the team. We examined sociocognitive communication dynamics in team decision-making using Group Communication Analysis (GCA), team surveys, and lexical analyses of team discourse. Teams completed a high-stakes moral-dilemma decision task in a randomized controlled study: 16 teams of two students plus an AI teammate, and 17 all-human t
New Staffing Models Put Strong Teachers Out Front
In Carlsbad, N.M., a tiny district in the southeastern corner of the state, nine of its 12 schools have turned teacher assignments upside-down, inviting their best teachers to coach a team of colleagues, model lessons and take direct responsibility for the achievement of every student the team serves. In exchange, each teacher-leader earns substantially more […]
Students: Is A.I. Changing Your Life? Tell Us.
We’re looking for college and high school students to tell us about A.I.
CoCaRS: Correlation Calibration-Based Redundancy Suppression for Heterogeneous Knowledge Distillation
Knowledge distillation (KD) enables a compact student model to learn from a powerful teacher and has become an effective paradigm for model compression. The emergence of diverse model architectures has extended KD from homogeneous to heterogeneous settings. However, differences in architectural inductive biases between the teacher and student models often result in substantial representation discrepancies, limiting the effectiveness of direct knowledge transfer. Recently, redundancy suppression
Toheeb Popoola found Photoshop by accident. It changed his life.
As his family's financial situation worsened, earning an income became just as important as pursuing a university education.
Opinion: Threat of Deportation, Program Cuts Disrupt Student Learning
Once upon a time, a knight in shining armor rode his gallant steed into a village where he was met with cheers and celebration. I like to believe that these heroes still exist — I know one named Fluviano. He’s a student in my English language development class. He does not ride atop a gallant […]
Siobahn Day Grady Wants Everyone to Be AI Literate
Artificial intelligence is reshaping the skills employers expect from new graduates. In response, universities are scrambling to launch new courses, research centers, and industry partnerships that prepare students for today’s workforce. But building a cutting-edge AI curriculum demands funding and access to industry networks, resources that remain unevenly distributed across higher education. At North Carolina Central University, Siobahn Day Grady is trying to change that equation. In January 2
QR Code–Enabled Self-Access Lifestyle Education in Older People Living With HIV: Pragmatic Pilot Quasi-Experimental Pretest-Posttest Implementation Study
Background: Frailty is prevalent and dynamic in older people living with HIV and is associated with adverse outcomes. Lifestyle support is recommended but difficult to deliver at scale. Digital self-access education may help, although evidence in older, multimorbid populations is limited. Objective: This study aims to evaluate 6-month changes in frailty phenotype and related outcomes after a QR code–enabled self-access lifestyle education program on Mediterranean diet and exercise routines for p
I tested a premium Linux laptop that's as light as it is powerful - here's why I love it
The Ar Gen 1 is an impressive device, suitable for anyone from students to developers to business owners.
AI Is Hyper-Scaling Digital Inequality
Artificial intelligence is rapidly becoming part of everyday infrastructure–in some places. It helps write emails and software code, filters job applications, powers recommendation systems, and is increasingly being integrated into education, health care, finance, and public administration. Industry leaders talk about “AI for everyone,” while governments rush to publish national AI strategies and build sovereign compute. Yet over the past decade, working on digital inclusion and digital literacy
Trump Accounts Have Arrived. Here’s What Families Need to Know
A new investment opportunity became available to millions of American babies and children this summer. Trump Accounts, which allow parents and guardians to establish an individual retirement account for children under age 18 who have a valid Social Security number, went live on July 4. Babies born between Jan. 1, 2025, and Dec. 31, 2028 […]
Get Apple Music's student discount plus Apple TV for just $6 a month - here's how
Students can save big on an Apple Music subscription. Here's how to get it.
Boomers Can’t Stop Gifting Their Grandkids AI-Generated Slop Books
Parents are getting fed up with garbled bedtime stories that feature characters based on actual photos of their children.
Brazil's Child Online Safety Law Offers a Different Path Than Social Media Bans
Contrastive ESA: Human Evaluation of Multiple Translations at Once
Current human evaluation of machine translation typically assesses single outputs in isolation, a paradigm that suffers from high annotator noise and cost. We introduce Contrastive Error Span Annotation (cESA), a protocol that presents multiple translations of the source input (text, video, audio, image). In cESA, the annotator sees multiple translations of the same document, marks major and minor error spans, and then assigns a score from 0% to 100% on absolute scale. By allowing annotators to
OpenAI’s top model just hacked a competitor, but the real issue is much scarier
My first startup was a textbook-buyback service I founded along with several data nerd friends while at Johns Hopkins. Each week, we’d cram $10,000 of cash in a backpack (in retrospect, a terrible idea in urban Baltimore), put out a table on campus, buy textbooks from our fellow students using a pricing algorithm we built, and resell them for a profit online. Being nerds, we constantly tried to refine our algorithm. One day, we locked ourselves in a dorm room with lots of Cheetos, Mountain Dew,
Datacentre projects face fees for grid access to ease connection queue, Ofgem says
Energy regulator’s plan would mean upfront fees or financial security via letters of credit, bonds or cash deposits Datacentre projects in Britain will be forced to pay hundreds of millions of pounds to plug into the power grid under proposals to tackle a growing electricity connection logjam . Ofgem, the sector watchdog, said it was taking action to discourage “speculative” datacentre projects from causing unnecessary delays to the grid connection queue, which includes hospitals, schools and ho
New Loan Limit Proration Rule Raises Concern Among Financial Aid Experts
New Loan Limit Proration Rule Raises Concern Among Financial Aid Experts jessica.blake@… Wed, 07/29/2026 - 03:00 AM The rule—which proportionally limits how much a student can borrow based on how many credit hours they take—seems simple. But aid officers say it’s quite complicated and warn that ED hasn’t released enough guidance. Byline(s) Jessica Blake
What We Know About the Government’s Investigations Into Medical Schools
What We Know About the Government’s Investigations Into Medical Schools Johanna Alonso Wed, 07/29/2026 - 03:00 AM Initial findings from probes into medical schools’ admissions practices have left experts questioning the government’s evidence and analysis. Byline(s) Johanna Alonso
Federal Judge Rules Against In-State Tuition for Illinois Undocumented Students
Federal Judge Rules Against In-State Tuition for Illinois Undocumented Students Sara Weissman Wed, 07/29/2026 - 03:00 AM Byline(s) Sara Weissman
Convicted Murderer of Idaho Students Backtracks on Guilty Plea
Convicted Murderer of Idaho Students Backtracks on Guilty Plea kathryn.palmer… Wed, 07/29/2026 - 03:00 AM Byline(s) Kathryn Palmer
Artificial Intelligence Ethical Awareness of University Students in Ghana: A Network and Latent Profile Analyses
Publication date: Available online 27 July 2026 Source: Computers and Education: Artificial Intelligence Author(s): Bernard Yaw Sekyi Acquah, Iddrisu Salifu, Francis Arthur, Mark Inkoom, Sheriff Dagimah Suradji, Christian Inkoom, Emmanuel Quayson, Silas Afutu Quaye, Francis Obeng Gyedu, Sharon Abam Nortey
From Simulation to Flight: Simulation-Assisted Drone Learning with Teacher-AI Co-Designed Scaffolds for Secondary Students’ STEM Knowledge and Competencies
Publication date: Available online 27 July 2026 Source: Computers and Education: Artificial Intelligence Author(s): Richard Chung Yiu Yeung, Chi Ho Yeung, Daner Sun, Therese Keane, Yuqin Yang
A lifelike robot called ‘Sally’ was going to teach in a US school. It’s not as weird as it sounds
A rural district in New York state has made global headlines for plans to introduce a humanoid robot into high school classrooms as a teaching assistant.
Gates Foundation Bets on Credentials, AI to Reach Students Before 2045 Sunset
With an eye on the clock, the Gates Foundation refreshed its vision for American schools Wednesday morning, unveiling a set of five-year goals intended to ease students’ transition to college graduation and career success. By 2030, the Foundation pledges to foster higher levels of math achievement; an increase in the number of first-generation college-goers; significantly […]
AI tool will lead to more child refugees being treated as adults, charity warns
‘Racist bias’ overestimating ages in Home Office’s facial-recognition software will lead to solo children being housed with adults, says Human Rights Network Flawed and racialised models that underpin the AI-powered age-detection systems to be introduced by the British government will endanger children, rights groups and children’s charities have warned. Urging ministers to reverse plans to introduce facial age-estimation technology to screen migrants, critics have warned that black children arr
Patterns of Learner-AI Interaction and Academic Performance in an Object-Oriented Programming Course
arXiv:2607.24755v1 Announce Type: cross Abstract: This full research paper examines how different forms of learner-AI interaction relate to learning outcomes in object-oriented programming (OOP) courses. Generative artificial intelligence (GenAI) tools are increasingly used by students in programming education, yet evidence on their educational impact remains mixed. In particular, little is known about how students integrate GenAI tools when learning OOP, and how different patterns of use relate