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• Empirical validation of a generative AI framework for personalized education assessment - Meina Qian, Hualei Ji & Lianzhi Li, Nature
  The tension between personalized learning demands and standardized evaluation mechanisms presents a persistent challenge in contemporary education. This study proposes a comprehensive personalized education assessment framework driven by generative artificial intelligence technologies. The framework adopts a five-layer hierarchical architecture integrating data collection, processing, intelligent analysis, assessment generation, and feedback optimization components. ChatGLM3-6B, fine-tuned on 50,000 […]
• Here are 5 powerful AI prompts every academic leader should know - Alcino Donadel, University Business
  These prompts were created in collaboration with college and university leaders interviewed throughout this series. Administrators should share all relevant files with their chatbot before beginning their prompt. For example, administrators should upload their academic portfolio and related mission statements before beginning the first prompt.1. Academic portfolio optimization & mission alignmentPurpose: Ensure programs advance mission, […]
• Inside WSU’s first Global Summit on AI, technology, and the future of higher education - Jeff Willadsen, WSU
  Artificial intelligence is no longer an emerging trend in higher education; it is a structural shift reshaping how institutions teach, advise, conduct research, and prepare students for a workforce evolving in real time. Rather than reacting to that shift, Washington State University is choosing to lead. On March 12–13, WSU will host its inaugural Global […]
• Teaching in the age of AI shortcuts - Tovi Grossman, University Affairs
  Students will use AI. Here’s what it takes to ensure it strengthens their thinking instead of replacing it. AI isn’t going away — in classrooms or in the broader world our students are preparing to enter. Recent research, including a 2024 systematic review of AI dialogue systems in education lead-authored by Chunpeng Zhai and published […]
• AI in Education: How Technology is Shaping the Future of Learning - Rebecca LeBoeuf Blanchette, SNHU
  As artificial intelligence continues to grow in use and capability, it's clear that education will continue to be impacted and challenged to adapt. There are several advantages that come with the technological advancements as well as considerations for teachers and students using them. As AI continues to grow in use and capability, the questions are […]
• College students, professors are making their own AI rules. They don't always agree - Lee V. Gaines, NPR
  More than three years after ChatGPT debuted, generative AI has become a part of everyday life, and professors and students are still figuring out how or whether they should use it, especially in humanities courses. A recent survey suggests many students are diving right in: According to a poll by Inside Higher Ed and the […]
• The End of Universities as We Know Them: What AI Is Bringing - Future AI
  The podcast argues that AI is ending the university's monopoly on gatekeeping and credentials by providing scalable, high-quality tutoring that was previously too expensive to mass-produce [00:48]. Rather than a sudden collapse, universities face a "slow leak" where degrees become less predictive of capability and alternative, modular credentials gain acceptance [08:18]. The shift moves the […]
• UNC Charlotte launches AI Accelerator to address classroom challenges, expand emerging AI curriculum - Emmanuel Perkins, Niner Times
  The approval follows a year's worth of professional development training provided by the American Association of Colleges and Universities Institute on AI, pedagogy and the curriculum. Charlotte joined 176 institutions nationwide to participate in learning opportunities focused on integrating effective artificial intelligence into higher education. With new AI academic programs expected to launch in fall […]
• 6 ways to build a strong leadership team in a scary higher ed landscape - Alcindo Donadel, University Business
  Public support, financial pressure and questions of workforce relevance aren’t new challenges for higher education leaders, but they’ve never converged so fiercely, according to the latest report from EAB, a consulting firm. “They’re accelerating and exacerbating one another, putting unprecedented strain on the university business model and our margins,” says Brooke Thayer, senior director of […]
• A Comprehensive View of the Role of AI in the University - Ray Schroeder, Inside Higher Ed
  It seems that most universities began taking up the topic of artificial intelligence in a transactional way following the release of ChatGPT’s general release at the end of 2022. First, it was student use of AI, which triggered the still-lingering furor over “cheating on assignments.” Many of us came to realize early on that the […]
• ASU president Michael Crow pushes AI as education equalizer - Jessica Boehm, Axios
  ASU president Michael Crow can't get enough of AI. He consistently uses nine separate platforms, including one he can converse with during his morning hikes. The big picture: To him — a man so "obsessed with the way knowledge was organized" that he spent his undergrad years pulling one book from every classification range in […]
• As AI upends entry-level job market, California higher ed must adapt now - Zach Justus & Nik Janos, Edsource
  California’s public universities have weathered past economic shocks, from the dot-com bust to the Great Recession, by adapting what they teach and how they prepare students for work and civic life. That capacity for adaptation is being tested again by the intersection of artificial intelligence and a new federal earnings test for higher education programs. […]
• Learning in the AI age: Education 5.0 - Patrick Blessinger, LinkedIn
  In a highly globalized, AI-enabled society, there is no longer any doubt that education will continue to evolve. What needs to be determined is whether education will remain a meaning-centered human enterprise, one that is socially responsible for fostering a peaceful, just, and sustainable world. What was proposed in UNESCO's effort to establish a “new […]
• Are You ‘Agentic’ Enough for the AI Era? - Maxwell Zeff, Wired
  “Today’s agents might already be more capable than all three of us here in the room,” says Akshay Kothari, cofounder and chief operating officer of the $11 billion productivity startup Notion. “Taste is something we think is pretty unique to Notion, but you can imagine agents getting pretty good at that too. Eventually, the only […]
• OpenAI Reaches A.I. Agreement With Defense Dept. After Anthropic Clash - Cade Metz, NY Times
  OpenAI, the maker of ChatGPT, said on Friday that it had reached an agreement with the Pentagon to provide its artificial intelligence technologies for classified systems, just hours after President Trump ordered federal agencies to stop using A.I. technology made by rival Anthropic. Under the deal, OpenAI agreed to let the Pentagon use its A.I. […]
• Higher education summit recap: Disruption is here - Alexandra Pecharich, FIU News
  “It will completely disrupt every element of humanity more than any other technology or innovation in human history,” FIU trustee Fred Voccola told those in attendance. The founder of two technology firms and the author of a recent book on AI made clear that anyone who does not embrace it will go the way of […]
• New College Board Research: Faculty Express Near-Universal Concern That Student AI Use Undermines Original Writing and Critical Thinking - College Board
  During summer 2025, College Board surveyed more than 3,000 U.S. college faculty. The research finds that faculty sentiment toward AI skews negative, with 45% reporting an overall negative view of AI use in higher education and 34% reporting a positive view. Despite their concerns, most faculty are experimenting with AI themselves, with 77% saying they […]
• The Week AI Stopped Asking Permission - Peter H. Diamandis, Metatrends
  This week, something fundamental shifted in the relationship between humans and artificial intelligence. It wasn’t a press release. It wasn’t a new model launch. It was something quieter… and infinitely more profound. An AI system asked for its own funding. Another one built software features over a weekend while its human supervisor slept. A third […]
• Doomsday scenario or reality? Mass layoffs fuel fear of AI Armageddon - Jessica GuynnJessica Guynn, USA Today
  A doomsday scenario from a small research firm this week warned that artificial intelligence tools may lead to a sharp rise in unemployment. The report from Citrini Research circulated widely on social media, unnerving investors by imagining what would happen if AI continues to upend white-collar work from well-heeled professionals missing mortgage payments to being […]
• Are You ‘Agentic’ Enough for the AI Era? - Maxwell Zeff, Wired
  Silicon Valley has always prized “high-agency” individuals—people who impress their ideas upon the world by thinking for themselves and taking action without being told what to do. But as the performance of AI coding tools has surged, so has the industry’s emphasis on humans being "agentic" themselves. “Today’s agents might already be more capable than […]