The Underline

Ed Tech

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

Tuesday, September 22

  1. NewsEdTech Magazine: Higher Ed· Matt McLaughlin

    Why the Right Infrastructure for Higher Ed AI Workloads Might Be Hybrid

    As higher education institutions become more experienced with using artificial intelligence in their workflows, they are looking to optimize operations with the technology infrastructure that best meets their needs. For a growing number of colleges and universities, this means running AI workloads in hybrid…

    edtechmagazine.com
  2. Orgs & ReportsInternet2· Miko Gonzaga

    Internet2 and Cisco Add AI Capacity to the National Research Platform

    New AI PODs at the University of Nebraska–Lincoln and Sacramento State Expand Shared Capacity for Research and Education WASHINGTON, Sept. 22, 2026 — Internet2 is expanding its contributions to the National Research Platform (NRP) through its strategic relationship with Cisco, supporting the deployment of new Cisco AI…

    internet2.edu
  3. Vendor WatchEDUCAUSE Review

    Hotline: Cybersecurity and Privacy | September 2026

  4. Vendor WatchEDUCAUSE Review

    Building a Culture of Security: Lessons from Notre Dame’s Risk School

  5. Orgs & ReportsOnline Learning Consortium· Natalya Hierholzer

    I Gave Students a Choice Between Instructor-Created and AI-Generated Content. Most Chose Both.

    Artificial intelligence has quickly become part of higher education. Faculty are using AI to brainstorm activities, summarize readings, create study materials, and develop instructional resources. Along with the excitement comes a common question: When students have a choice, will they choose instructor-created…

    onlinelearningconsortium.org
  6. NewsClass Central Report· Suparn Patra

    [2026] 17% of Coursera Courses Have Peer Reviews: Here Are the Best

    Peer-reviewed assignments develop research and writing skills and increase knowledge of the subject. The post [2026] 17% of Coursera Courses Have Peer Reviews: Here Are the Best appeared first on The Report by Class Central.

    classcentral.com
  7. NewsClass Central Report· Pat Bowden

    7 Best Online First Aid Courses and Sites for 2026: CPR, AED, and Emergency Response

    From CPR and AED basics to wilderness emergencies and psychological first aid, these 7 courses, some free or with certificates, prepare you to help when in-person training isn't an option. The post 7 Best Online First Aid Courses and Sites for 2026: CPR, AED, and Emergency Response appeared first on The Report by…

    classcentral.com
  8. VendorsMoodle· Niamh McCollum

    Moodle Premium Certified Partner Eummena expands into four new Middle East markets

    The post Moodle Premium Certified Partner Eummena expands into four new Middle East markets appeared first on Moodle.

    moodle.com
  9. ResearchBritish Journal of Educational Technology· Yanyi Wu and Xinyu Lu

    A helping hand or a dominant partner? Individual perceptions of GenAI reliance and human agency in collaborative learning

    Abstract Generative artificial intelligence (GenAI) has become a routine source of feedback, explanation, drafting support and task guidance in higher education. This study examined how individual students' self‐reported GenAI reliance and perceived human agency co‐varied over time in an AI‐supported collaborative…

    doi.org
  10. ResearchBritish Journal of Educational Technology· Burcu H. Tatar et al.

    The role of digital media in the home learning environment and associations with children's early language and literacy skills

    Abstract Young children increasingly engage with digital media tools for purposes of education, entertainment and communication. This study examines children's digital media activities within the context of their larger home learning environment (HLE). Using data from two different samples ( N = 289), we looked at…

    doi.org
  11. ResearchComputers and Education: Artificial Intelligence· Lixiang Yan and Dragan Gašević

    Agentivism: a learning theory for the age of artificial intelligence

    Learning theories have historically changed when the conditions of learning evolved. Generative and agentic AI create a new condition by allowing learners to delegate explanation, writing, problem solving, and other cognitive work to systems that can generate, recommend, and sometimes act on the learner’s behalf. This…

    doi.org
  12. ResearchComputers and Education: Artificial Intelligence· Selçuk Kılınç et al.

    A mixed-methods analysis of AI scaffolding patterns and student inquiry profiles in a middle-school agriculture-STEM classroom

    This study examines how generative AI can support middle school scientific inquiry in a rural agriculture-STEM classroom. Using a mixed-methods design with concurrent data collection and sequential analytic integration, we analyzed 42 eighth-grade students, organized into 12 groups, as they used Aspen, a custom AI…

    doi.org
  13. VoicesAI + Education = Simplified (Lance Eaton)· Lance Eaton

    The Agentic Turn: A Recent Talk

    Are we committing the same mistake with agentic AI that we committed with generative AI?

    aiedusimplified.substack.com
  14. VendorsD2L Brightspace Community· Natasja.v.5943

    Start date time announcement differs from current time

    Hi, a question related to announcements. When a new announcement is created in our Brigthspace production environment the start date time differs from the actual time. In our test environment the start date time corresponds with the actual time. I noticed that there's a difference in the Region - ServerTimezone…

    community.d2l.com
  15. Vendor WatchEllucian

    EnlightenED, Ellucian's Student Community, Launches in the UAE

  16. Vendor WatchTurnitin· The National Scot

    Students demand reassurance after Turnitin U‑turn on AI‑training plan

Monday, September 21

  1. VoicesMike Caulfield

    Jev might be overhyped as a solo tool, but solo is not the point

    I’ll have more to say about this later, but I do think Jev is going to have a non-trivial impact on how we use AI.

    mikecaulfield.substack.com
  2. VendorsMicrosoft Education· Justin Spelhaug

    Microsoft’s commitment for AI in education: Protecting students, strengthening learning

    Education is built on a meaningful partnership among educators, students and families that helps unlock human potential and shape brighter futures. The post Microsoft’s commitment for AI in education: Protecting students, strengthening learning appeared first on Microsoft Education Blog.

    blogs.microsoft.com
  3. NewsEdSurge· Ira Apfel

    Learning Commons Launches Open Platform for K-12 Edtech

    The CZI-backed initiative helps educators and developers use state standards, curricula, and datasets to create and evaluate classroom AI, but critics ...

    edsurge.com
  4. NewsCampus Technology

    Report: AI May Be Eroding the Very Skills Employers Need Most

    AI is changing which human capabilities matter most at work, yet employees are reporting that some of those same capabilities are being eroded, according to a new IBM study.

    campustechnology.com
  5. NewsCampus Technology

    Infrastructure Accounts for More than Half of Worldwide AI Spending

    Gartner forecasts worldwide AI spending will reach $2.67 trillion in 2026, up 49.5% from 2025, with AI infrastructure accounting for nearly $1.5 trillion, or about 56% of the total. For every dollar Gartner expects to be spent on generative AI models, more than $52 will be spent on infrastructure.

    campustechnology.com
  6. NewsCampus Technology

    AI's Role as Research Assistant Calls into Question Ownership of Scientific Discoveries

    As AI systems become capable of generating genuinely novel scientific results, determining who discovered something, who deserves credit, and what role the company behind the model played will become considerably harder.

    campustechnology.com
  7. Orgs & ReportsInternet2· Miko Gonzaga

    Scalable Identity Proofing and International Federations: A Preview of Identity and Access Management Topics at TechEX26

    3 Questions for Kyle Lewis, RDCT, and Pål Axelsson, Sunet Next month, the global research and education (R&E) technical community will convene in Minneapolis, Minn., for the 2026 Internet2 Technology Exchange (TechEX26). The mission? Solve current (and future) real-world challenges through the collective strength of…

    internet2.edu
  8. VendorsGoogle for Education

    Expanding free AI training for educators

    At the United Nations General Assembly in New York City, Google.org is committing $4 million to Digital Promise to help equip teachers and faculty with free, practical A…

    blog.google
  9. New Grantees Awarded by the K-12 AI Infrastructure Program

    The K-12 AI Infrastructure Programs Awards New Cohort of Grantees The post New Grantees Awarded by the K-12 AI Infrastructure Program appeared first on Digital Promise.

    digitalpromise.org
  10. Orgs & ReportsEvery Learner Everywhere· Emilie Cook

    How Stillman College Improves Online Course Consistency Through Cross-Functional Collaboration

    When the project lead for an online learning capacity-building initiative at Stillman College began assembling an internal “dream team,” he focused on the faculty and administrators working directly with students ... The post How Stillman College Improves Online Course Consistency Through Cross-Functional…

    everylearnereverywhere.org
  11. VendorsCoursera· Greg Hart

    Welcoming Tom Savage as Coursera’s New Chief Legal Officer and Secretary

    I’m excited to announce that Tom Savage has joined Coursera as our new Chief Legal Officer and Secretary, effective September 21, 2026. The post Welcoming Tom Savage as Coursera’s New Chief Legal Officer and Secretary appeared first on Coursera Blog.

    blog.coursera.org
  12. ResearchComputers & Education· Chengchen Li et al.

    Engagement with GenAI-Assisted L2 writing: Conceptualization, measurement, and associations with personality traits

    doi.org
  13. VoicesMichael B. Horn

    Beyond Silos: A state policy playbook for building integrated education-to-career systems

    Today, Angela Jackson (the CEO of Future Forward Strategies), Mallory Dwinal-Palisch (the President of Craft Education, a WGU company and nonprofit data platform that enables apprenticeship degrees), Danny Curtis, and I published a series of six papers

    michaelbhorn.substack.com
  14. NewsEdTech Digest· Victor Rivero

    EduverseSTEM

    Hands-on STEM learning can be expensive, complex, or difficult to bring into the classroom. An immersive learning ecosystem from Avantis Education, creators of ClassVR, uses virtual reality (VR) to help remove those barriers and give students access to experiences that might otherwise be out of reach. Designed for…

    edtechdigest.com
  15. VoicesSecond Breakfast (Audrey Watters)· Audrey Watters

    What Does Defiance Taste Like?

    2ndbreakfast.audreywatters.com
  16. NewseCampus News· Steven M. Baule, Ed.D., Ph.D.

    Access: The overlooked foundation of institutional data effectiveness

    Many program evaluation reports articulate the need for better data analysis. The key to that analysis is often access. Higher-education institutions have invested heavily in data collection, analytics platforms, data warehouses, and business intelligence tools. The post Access: The overlooked foundation of…

    ecampusnews.com
  17. Vendor WatchEDUCAUSE Review

    Vibe Coding in Production

  18. VendorsOpenAI

    Expanding OpenAI Academy with new learning paths

    Explore new OpenAI Academy learning paths for employees, developers, leaders, educators, and students to build and demonstrate practical AI skills.

    openai.com

Sunday, September 20

  1. NewsEdSurge· Sarah McKibben

    Navigating the Future of Work: A Conversation with JFF’s Maria Flynn

    From baseline AI literacy to early career exposure, Jobs for the Future president Maria Flynn shares how education systems can prepare young people for ...

    edsurge.com
  2. VoicesRhetorica (Marc Watkins)· Marc Watkins

    What Happens When Grading Costs Almost Nothing?

    Ultra Cheap Machine Intelligence Arrives

    marcwatkins.substack.com
  3. Vendor WatchTurnitin· Daily Echo

    University of Southampton to scrap plagiarism checker over AI and data concerns

Saturday, September 19

  1. ResearcharXiv: Computing & Higher Ed· Jinyoung Hur

    Learner-Centered Design of Educational Tools for Cross-Expertise Technical Communication in Computing Contexts

    Cross-expertise technical communication (i.e., communicating about computing topics across levels of computing expertise) is important for workplace collaboration. However, students are underprepared because computing education rarely explicitly teaches communication, and available practice tends to occur among peers…

    arxiv.org
  2. VoicesMike Caulfield

    The “Experts Excel and Novices Don’t” critique gets the AI educational situation backwards

    We want technologies in classrooms that reward knowing things, it’s good actually

    mikecaulfield.substack.com
  3. VoicesHalf an Hour (Stephen Downes)· Stephen Downes

    Thinking of My Obituary

    I'm getting old enough now that thinking about what I want my obituary to say is not some vague hypothetical but instead is something visible on the horizon. So asking myself what my obituary to say isn't just some exercise to orient and make my life better, as suggested in this article. And in any case, with most of…

    halfanhour.blogspot.com

Friday, September 18

  1. VoicesCogDogBlog (Alan Levine)· CogDog The Blog

    Ironic How a Newsletter was My Early Gateway to Web Building

    I’l dial back my mockery of the email newsletter being the new definition of a web site (not here), but the Wayback Web Machine that is in my head went to remembering how a big effort/motivation the first year I set up a web server (what do I win for it being in 1993?) was […]

    cogdogblog.com
  2. ResearcharXiv: Computing & Higher Ed· Calvin Isley

    AI-written admissions essays are widespread but penalized

    AI is rapidly transforming higher education, including the application process, yet relatively little is known about its use and consequences. To help close this gap, we analyze nearly 7{,}500 applications submitted between 2020 and 2025 to a large public policy master's program in the United States. We find that in…

    arxiv.org
  3. VoicesOne Useful Thing (Ethan Mollick)· Ethan Mollick

    The Overhang

    Using your deep knowledge, wide knowledge, taste, and agency

    oneusefulthing.org
  4. VendorsCoursera· Mustafa Furniturewala

    Welcoming Karthik Chakkarapani as Coursera’s new Chief Information Officer

    I’m excited to welcome Karthik Chakkarapani to Coursera as our new SVP & Chief Information Officer. The post Welcoming Karthik Chakkarapani as Coursera’s new Chief Information Officer appeared first on Coursera Blog.

    blog.coursera.org
  5. VendorsGoogle for Education

    Earn continuing education and college credits for AI educator training.

    Earn college or continuing education credits by taking the Google AI Educator Series courses.

    blog.google
  6. VendorsWatermark· Amanda Cerreto

    How modern faculty review processes support retention, compliance, and promotion outcomes

    Faculty review processes have long helped institutions document performance and meet compliance requirements. Today, colleges and universities expect them to […] The post How modern faculty review processes support retention, compliance, and promotion outcomes appeared first on Watermark Insights.

    watermarkinsights.com
  7. VoicesMichael B. Horn

    AI and What It Portends for Young Learners and College Students

    Today’s general update is chock full of pieces about AI: from AI bans in large school districts to college leaders grappling with what the right posture on AI should be—and the implications for learning, career opportunities and more.

    michaelbhorn.substack.com
  8. VendorsYuJa· Lior Kozai

    YuJa Panorama v26.7.0 Release – Dozens of New Accessibility Capabilities to Improve LMS Course Accessibility

    YuJa Panorama v26.7.0 Release Over the next few weeks, YuJa Panorama will be adding several new features to make remediation faster and easier for administrators, including the ability to exclude files from being scanned, helpful... The post YuJa Panorama v26.7.0 Release – Dozens of New Accessibility Capabilities to…

    yuja.com
  9. VendorsYuJa· Lior Kozai

    YuJa Panorama AutoPilot v26.7.0 Release – New AI Assistant Identify and Remediate Accessibility Issues For You

    YuJa Panorama AutoPilot v26.7.0 Release Over the next few weeks, YuJa AutoPilot is adding an AI assistant for automated course accessibility remediation and an AI assistant to help students better understand course materials. Summarize reports,... The post YuJa Panorama AutoPilot v26.7.0 Release – New AI Assistant…

    yuja.com
  10. VendorsYuJa· Lior Kozai

    YuJa Structural Remediation v26.7.0 Release – Powerful PDF Accessibility Capabilities to Create Custom Selection Boxes, Tag Table of Content, and More

    YuJa Structural Remediation v26.7.0 Release Over the next few weeks, YuJa Structural Remediation is adding custom selection boxes and automatic table of contents detection to make tagging PDFs more convenient for users. Create custom selection... The post YuJa Structural Remediation v26.7.0 Release – Powerful PDF…

    yuja.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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