The Underline

Ed Tech

The tools, platforms, and AI shaping teaching, learning, and campus operations

Friday, October 2

  1. NewsClass Central Report· Kanishka Nangare

    11 Best Product Management Courses for 2026: Certificates and AI Skills

    11 courses sorted for two paths: breaking into product management or leveling up, with certifications and AI product management skills. The post 11 Best Product Management Courses for 2026: Certificates and AI Skills appeared first on The Report by Class Central.

    classcentral.com
  2. NewseCampus News· Brent Yergensen, Ph.D.

    Why AI doesn’t replace education—it demands it

    Working in higher education, I’ve been asked the same question several times—and with increasing frequency in the last year: Is AI going to replace the need for education? The post Why AI doesn’t replace education—it demands it appeared first on eCampus News.

    ecampusnews.com
  3. Vendor WatchTurnitin· Varsity Online

    Uni opposes Turnitin AI training plans

Thursday, October 1

  1. ResearcharXiv: Computing & Higher Ed· Hibiki Ito

    ReLEAF: A Socio-Technical Framework Bridging Custodians and Researchers for Trustworthy Data Sharing

    Growing volumes of educational real-world data (ERWD) are being collected across learning platforms and institutional systems. Sharing these data within the Learning Analytics community offers substantial research opportunities, yet access remains limited by ethical, regulatory and governance constraints. Prior work…

    arxiv.org
  2. VendorsMoodle· Niamh McCollum

    Moodle Official Hosting vs. Self-hosting: what’s the difference?

    The post Moodle Official Hosting vs. Self-hosting: what’s the difference? appeared first on Moodle.

    moodle.com
  3. Vendor WatchCivitas Learning· CX Today

    Private Equity Firm Acquires SAP Litmos

  4. NewsWonkhe· Sam Dickinson

    A supplier shouldn’t be able to rewrite who owns students’ essays

    Sam Dickinson looks at Turnitin’s paused plan to put student essays to work on AI – and finds that neither anonymisation nor university regulations answer the copyright question

    wonkhe.com
  5. ResearcharXiv: Computing & Higher Ed· Omar Farouk Zouak

    Counterexample Generation via Per-Theorem Symbolic Verifiers: When Imitation Hurts and Reinforcement Repairs

    Large language models often solve a theorem forward yet fail to disprove a closely related false one: a falsification gap that supervised fine-tuning does not close and can actively worsen. We frame counterexample generation as constrained witness emission against a deterministic per-theorem Python verifier, and…

    arxiv.org
  6. NewsCampus Technology

    AI Leads 2027 Educause Top 10

    While artificial intelligence has long factored into the trends and issues within Educause's annual Top 10, the technology has officially risen to the No. 1 spot for 2027.

    campustechnology.com
  7. VendorsHypothesis· Catalina Santilli

    Rethinking Assessment in the Age of AI

    Make learning visible. AI and Assessment MIT’s new AI report calls on higher education to rethink grading and assessment. Explore why making student thinking visible may matter more than […] The post Rethinking Assessment in the Age of AI appeared first on Hypothesis.

    web.hypothes.is
  8. VendorsD2L Brightspace Community· Sonja.M.156

    User Progress - view exact interactions with quiz attempt

    Can you determine whether a student has viewed a specific quiz attempt? I can see login timestamps, but they aren't granular enough to show what the student interacted with during that time. I have a faculty member trying to determine whether a student has viewed missed questions before deciding to offer a remediation…

    community.d2l.com
  9. Most Academics Haven’t Used AI to Write but Think Limited Use Is OK, Chronicle Survey Finds

  10. NewsEdTech Magazine: Higher Ed· Nathan Eddy

    Higher Ed’s Path to Advanced Cybersecurity Maturity

    Higher education institutions face increasing pressure to strengthen cybersecurity while maintaining agility and cost-efficiency. IT leaders must move beyond reactive defense and toward operationalized maturity — creating systems that are resilient, scalable and audit-ready. Using guidance from the National Institute…

    edtechmagazine.com
  11. Orgs & ReportsIthaka S+R

    Assessing Open Education in Higher Education in Prison Programs

    Today, Ithaka S+R released exploratory research findings on the benefits, constraints, and risks of using open education resources (OER) in higher education in prison settings. This report is intended primarily for open education practitioners and advocates interested in understanding how OER is currently used in…

    sr.ithaka.org
  12. 1,400 educators joined our Badge-a-thon: Day of AI Learning.

    1,400 educators earned 4,000+ digital badges at the Google Badge-a-thon. Watch the on-demand sessions on YouTube and claim your first badge today.

    blog.google
  13. Resistance to AI Isn't Futile. It's Healthy.

  14. VendorsYuJa· Lior Kozai

    YuJa Lumina v26.7.0 Release – Automation That Does the Heavy Lifting for Relinking and Video Editing

    Over the next few weeks, YuJa Lumina will be adding exciting new features, including automatic LMS relink improvements, AI-powered silence removal, enhancements to the video editing management workflow, and much more. Create a smooth... The post YuJa Lumina v26.7.0 Release – Automation That Does the Heavy Lifting for…

    yuja.com
  15. NewsWork Shift· Paul Fain

    Ambassador to Business

    The community college that leads the nation on Workforce Pell approvals teams up with its biggest corporate neighbor to build a training alliance with local businesses. Also, two new podcast episodes on how the U.S. should prepare for AI-driven job disruption, and how public-private partnerships in Colorado are…

    workshift.org
  16. NewsClass Central Report· Elham Nazif

    14 Best AI Courses for 2026: For Beginners & Coders

    New to AI and too overwhelmed to learn? These 14 courses start from zero, sorted for beginners and coders. The post 14 Best AI Courses for 2026: For Beginners & Coders appeared first on The Report by Class Central.

    classcentral.com
  17. VendorsD2L Brightspace Community· Andre.S.873

    Envelope Icon (File read indicator)

    Dear Brightspace community, The envelope icon depicted in the image above shows students whether or not a lecturer has viewed/opened a submitted file. This has caused discussions between our students and their lecturers about their grades based on what files have/have not been opened. We would like to remove/disable…

    community.d2l.com
  18. Vendor WatchEllucian· PR Newswire

    Ellucian Student Named Best SaaS Product for Education in 2026 SaaS Awards

  19. ResearchComputers & Education· Yuan‐Hsuan Lee et al.

    Agency and adaptation in human–technology configurations: A fifty-year analysis of Computers & Education

    Educational-technology histories are often organized around successive tools, obscuring how action, decision-making, regulation, and adaptive work are distributed among human and technological actors. Drawing on 5,387 papers published in Computers & Education over fifty years, this study examines how Agency and…

    doi.org
  20. ResearchComputers & Education· Xieling Chen et al.

    Topic landscapes and cross-period semantic connections in Computers & Education

    For the 50th anniversary of Computers & Education, this study describes the topic landscape and cross-period semantic connections among 5,226 articles published from 1980 to 18 June 2026. Independently fitted BERTopic models for 1980–2003, 2004–2013, 2014–2019, and 2020–2026 identified 11, 15, 18, and 9 non-noise…

    doi.org
  21. ResearchComputers & Education· Jo Tondeur et al.

    How we study what we study: A methodological review of 50 years of educational technology research

    Research in educational technology has been extensively mapped in terms of what has been studied, but far less attention has been paid to how it has been studied. This paper reports a methodological review of fifty years of research in Computers & Education, covering a corpus of 5,516 articles published between 1976…

    doi.org
  22. ResearchComputers & Education· Jered Borup et al.

    Online Learner Engagement and Academic Support in the Age of Generative AI

    doi.org
  23. ResearchComputers & Education· Sara Monteyne et al.

    Instructional Approaches and Content Knowledge in Teaching Computational Thinking: A Large-Scale Study

    doi.org
  24. ResearchComputers & Education· Ruofei Zhang et al.

    Technology-enhanced second language learning in Computers & Education: A 50-year review of outcomes, technical affordances, theoretical frameworks, and their connections

    Technology-enhanced second language learning (TEL2L) has been rapidly expanding as a prominent research strand over the past five decades, yet systematic reviews focusing specifically on how theoretical frameworks connect technical affordances to L2 outcomes remain scarce. To address this gap, this study presents a…

    doi.org
  25. ResearchComputers & Education· Ari Kim

    Designing a pipeline linking professional development to AI-driven instructional practices

    doi.org
  26. ResearchComputers & Education· Jihyun Rho et al.

    Disengaged Conversational Behaviors and Learning in Student-AI Dialogues for Mathematical Problem Solving

    As the conversational AI agents become integrated into digital learning environments, students’ interaction with these systems can show conversational disengagement, including mocking, misleading, or otherwise diverting the agents. Although task-based disengagement such as gaming the system and off-task actions are…

    doi.org
  27. ResearchComputers and Education: Artificial Intelligence· Tengfei Shao et al.

    Response-length confounding in participant–morpheme networks: A length-controlled test in AI ethics education

    Background. Equipping learners with AI-ethical literacy is a priority for higher education, yet item-level self-reports leave two observables unrecorded: the structure of lexical co-use in learners’ written responses and the polarity of their free text. Neither is a measure of learning. A further inferential hazard is…

    doi.org
  28. Modeling the Relationships Between University Students’ AI Competence, AI Ethical Awareness, and AI Anxiety: A Dual-Stage PLS-SEM and ANN Analysis

    AI anxiety is increasingly prevalent among university students, yet mainstream AI literacy interventions are often infeasible in resource-constrained settings. This study focuses on a law-dominant university in western China, where AI literacy education is absent. Students’ AI competence and AI ethical awareness are…

    doi.org
  29. VoicesOne Useful Thing (Ethan Mollick)· Ethan Mollick

    The Dot and the Swarm

    Benefitting from the Bitter Lesson

    oneusefulthing.org

Wednesday, September 30

  1. ResearcharXiv: Computing & Higher Ed· Sehrish Basir Nizamani

    WIP: DBWorkout: A Gamified SQL Practice Platform to Support Formative Learning in Database Courses

    This research WIP paper presents DBWorkout, a web-based platform that supports formative SQL learning through sandbox-based execution, automated result-based feedback, and session-based gamification. Learning Structured Query Language (SQL) remains challenging for undergraduate students due to limited opportunities…

    arxiv.org
  2. ResearcharXiv: Computing & Higher Ed· Sehrish Basir Nizamani

    Understanding Student Use of Large Language Models Across Computer Science Subfields

    This research full paper examines how undergraduate students use large language models (LLMs) across computer science subfields. As LLMs become increasingly integrated into computing education, understanding how their use varies across technical and pedagogical contexts is essential for designing effective,…

    arxiv.org
  3. ResearcharXiv: Computing & Higher Ed· Sehrish Basir Nizamani

    Virtual Global Collaboration in Data Analytics and Machine Learning Education: A Mixed-Methods Study of Asynchronous Cross-Border Teamwork

    This innovative practice full paper examines a structured Virtual Global Collaboration (VGC) activity between undergraduate computing courses in the United States and Pakistan. The project was designed to support technical and intercultural skill development through asynchronous international teamwork in data…

    arxiv.org
  4. ResearcharXiv: Computing & Higher Ed· Chenjun Guo

    LeanSide: A Formally Verified Co-Reasoning System for Natural-language Proofs

    Large language models are increasingly used as collaborators on deductive-reasoning tasks, but their outputs can hallucinate or pull users away from intended reasoning. Formal proof assistants provide machine-checked verification, but have a steep learning curve and require more granular reasoning than human written…

    arxiv.org
  5. Vendor WatchTurnitin· Modern Ghana

    Some UK students want colleges to drop Turnitin

  6. NewsCampus Technology

    AI Leaders Warn of Security Risks at United Nations Briefing

    The heads of OpenAI, Anthropic, and Hugging Face joined AI researcher Yoshua Bengio at the United Nations headquarters in New York to warn the UN Security Council about the security risks of increasingly capable AI.

    campustechnology.com
  7. NewsCampus Technology

    Redesigned Copilot Will Build Apps and Work on Its Own

    Microsoft recently announced that it's redesigning Copilot, the company's all-encompassing AI assistant, so users can hand off complex tasks, build tools by describing what they need and assign work to an agent that keeps going after they log off.

    campustechnology.com
  8. NewsEdTech Magazine: Higher Ed· Teta Alim

    Finding the Right Disaster Recovery Strategy for Higher Ed

    As higher education institutions prepare for unexpected events, from cyberattacks to unplanned downtime, disaster recovery is becoming a critical part of their survival. Having reliable, immutable backups is no longer just a matter of IT hygiene, it’s table stakes for operational continuity. Though colleges and…

    edtechmagazine.com
  9. VendorsGoogle for Education

    Supporting AI readiness in higher education

    At the EDUCAUSE annual conference, Google.org announced its support of three higher education initiatives to scale ethical AI readiness, modernize institutional planning…

    blog.google
  10. Vendor WatchTurnitin· Undetectable AI

    Can Turnitin Detect ChatGPT? 2026 Turnitin ChatGPT Detector

  11. NewsClass Central Report· Dhawal Shah

    Guide: How to Sign up for Coursera Courses for Free

    In this guide, you’ll learn how to preview Coursera online courses without going through the checkout. The post Guide: How to Sign up for Coursera Courses for Free appeared first on The Report by Class Central.

    classcentral.com
  12. VoicesMike Caulfield

    Fact-checking a film summary by having your computer watch the film

    My fact-checking AI agent now can stream public domain films, make contact sheets, pair that with transcribed dialogue from the audio stream, and fact-check the film summary.

    mikecaulfield.substack.com
  13. VoicesAI + Education = Simplified (Lance Eaton)· Lance Eaton

    How to Say Thank You

    A moment for all of you.

    aiedusimplified.substack.com
  14. VoicesThe Ed Techie (Martin Weller)· mweller

    Sept 26 Round-up

    Despite being retired, September still has a back-to-school feel about it. After an enjoyable (but hot) summer it was good to get back to my desk again (and to wear jumpers). Things I enjoyed this month: The massive facepalm of the republicans thinking they had a gotcha moment over Jack Smith; watching The Office; Fat…

    blog.edtechie.net
  15. Vendor WatchEllucian· PR Newswire

    Lewis University Selects Ellucian Student to Advance Strategic Plan and Power Future Growth

  16. VoicesDan Meyer

    Six Important Findings from the AI in Action Learning Tour

    This study is four years overdue.

    danmeyer.substack.com
  17. Vendor WatchEllucian· PR Newswire

    Ellucian Redefines the Economics of AI for Higher Education

  18. NewsThe Conversation: Education· Antonio Perez-Nunez, Associate Professor of Spanish, College of Charleston

    Using an AI chatbot to practice new languages can be helpful, but it doesn’t replace speaking with an actual person

    Relying on AI chatbots to learn a new language has various drawbacks, including the propensity for the chatbots to sometimes have cultural biases and make grammatical mistakes. Andriy Onufriyenko/iStock via Getty Images Approximately 30% of U.S. adults who were learning a language in 2025 reported that they were using…

    theconversation.com

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The Underline

Every morning, The Underline collects headlines from 112 sources across higher ed and ed tech: news outlets, vendor newsrooms, researchers, and the people writing about the field. Everything is in one stream, and every headline links to the original.

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