Assessing students when artificial intelligence is ubiquitous - Michelle Seref, Times Higher Education

If we continue to prioritise memorisation in an age of wall-to-wall information, we send the wrong message to our students and employers. Michelle Seref offers advice on assessment that builds critical thinking skills. For much of higher education’s modern history, assessment has followed a familiar formula: a midterm and a final exam, with a heavy emphasis on whether students can retain and reproduce information. That model made sense in a world where knowledge was scarce and expertise lived primarily in textbooks and lectures. That world no longer exists. With students’ early access to technology, they can find most information from Google, YouTube and, now, AI chatbots. The rapid rise of generative AI hasn’t made assessment obsolete, but it has made its misalignment impossible to ignore. The real question is no longer what students know, but how they think, decide, adapt and apply judgement. Yet many assessments still measure recall rather than application.

https://www.timeshighereducation.com/campus/assessing-students-when-artificial-intelligence-ubiquitous

AI and the Employment Outlook for College Grads - Jim A. Jorstad, GovTech

It’s that time of the year when graduation ceremonies take place at colleges and universities throughout the country. Students will fill auditoriums, gymnasiums and stadiums, each with their own dreams and hopes of landing that ideal job they’ve been working toward. Some will have taken certification courses, served as researchers or graduate assistants, or participated in internships. Hopefully, they received the necessary education and training to be successful in their careers of choice. But they're among the first graduating classes to have had most of their college experience upended by artificial intelligence. What will be the impact of AI? Are students graduating with the necessary AI skills, and what kind of employment environment are they entering? I want to focus specifically on IT-related jobs, although many of the same hiring trends can be applied to other disciplines. Let’s consider what factors are affecting the job market, and what graduates may experience during their job and career search.

https://www.govtech.com/education/higher-ed/opinion-ai-and-the-employment-outlook-for-college-grads

The Case for Data Centers in Space- McKinsey

Starcloud CEO Philip Johnston on the potential role orbital data centers could play in meeting growing AI compute demand—and the technical and economic uncertainties that remain. Philip Johnston, a McKinsey alumnus and cofounder of orbital compute infrastructure provider Starcloud, believes that space-based systems could become a meaningful part of the future compute landscape. He recently spoke to McKinsey Partner Luca Bennici about how the space-based data center technology is evolving, the challenges involved, and what needs to happen for orbital data centers to become a viable complement to terrestrial infrastructure. The interview transcript has been edited for clarity and style.

https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/the-case-for-data-centers-in-space

From Restriction to Integration: Practical Strategies for Embracing AI in Online Courses - Taoufik Ennoure, Faculty Focus

Instead of prohibiting the use of AI, it is more effective to assign tasks that require students to use AI tools and then have them critically assess the outputs. In asynchronous online courses with less frequent instructor interaction, I have adopted a new approach to enhance engagement in weekly discussions. I ask students to use AI tools to generate practice questions and sample answers, allowing them to self-assess their understanding. Students then post their AI-generated questions and answers as original discussion posts, reflecting on which questions were most helpful and identifying any gaps in the tool’s knowledge. Additionally, they evaluate at least two other question/answer sets created by their peers. This method fosters a peer dialogue focused on critical assessment, reducing the instructor’s workload in creating every quiz while encouraging collaborative learning. 

https://www.facultyfocus.com/articles/online-education/from-restriction-to-integration-practical-strategies-for-embracing-ai-in-online-courses/

Layoffs down from early '25 — except in this one field - Emma W. Thorne, Editor at LinkedIn News

Layoffs fell 50% from the first third of 2025 to the first third of 2026 — with one glaring exception. Tech was hit the hardest, laying off more than 85,000 workers in the first four months of the year, according to a new report out Thursday from Challenger, Gray & Christmas. That's a 33% jump year-over-year. The main culprit? Artificial intelligence, which was the top-cited reason for the second month in a row. A separate release from the Labor Department showed continuing unemployment claims hit a two-year low last week.

https://www.linkedin.com/news/story/layoffs-down-from-early-25-except-in-this-one-field-8079801/

‘Student Guide to AI’ returns for third year with a new focus: Human capabilities - Elon University News Bureau

“Human Wisdom for the Age of AI: A Field Guide to Cultivating Essential Skills”, a publication by Elon University, the American Association of Colleges and Universities and The Princeton Review, is provided to students and institutions free of charge. The new publication, “Human Wisdom for the Age of AI: A Field Guide to Cultivating Essential Skills,” helps students cultivate the human skills they need to thrive in a digital world, whether working with AI technologies or learning independently of those tools. The guide includes engaging and fun exercises on curiosity, critical and deep thinking, creativity, ethical perspectives, communication and relational skills, among others. Like the 2024 and 2025 editions, this year’s guide is provided to students and institutions free of charge and is available for download at: www.studentguidetoai.org. The guide draws on 10 voices across centuries and cultures — from Aristotle, Cicero and Descartes to Mencius and Ptahhotep — whose enduring insights into human judgment, creativity, ethics and wisdom take on new urgency as AI reshapes how we learn and work.

https://www.elon.edu/u/news/2026/05/12/student-guide-to-ai-returns-for-third-year-with-a-new-focus-human-capabilities/

AI risk to university jobs despite staff believing roles are safe - Juliette Rowsell, Times Higher Ed

University workers generally do not believe that their jobs will be taken by artificial intelligence in the short term but experts have warned against complacency, saying that automation may still be used as “justification” to cut roles anyway. While respondents to Times Higher Education’s UK University Redundancy Survey expressed widespread concern about the impact of the tens of thousands of job losses across the UK sector, concerns over the effect of AI remain low. Asked: “Do you fear you will be made redundant within the next three years due to the rise of AI?” more than half (55 per cent) disagreed, with 17 per cent of these strongly disagreeing. Just under 5 per cent strongly agreed and 14 per cent said they agree, while a fifth (21 per cent) neither agreed or disagreed.

https://www.timeshighereducation.com/news/ai-risk-university-jobs-despite-staff-believing-roles-are-safe

In an AI-driven world, the most important skills are still human - Eric Townsend, Inside Higher Ed

Across higher education, artificial intelligence is now embedded in everyday academic work, from early research to final drafts. For many students, it has become a default starting point. The urgent question is not whether students use AI, but how they use it—specifically, whether these tools are reinforcing learning or bypassing the cognitive work that leads to it. As AI accelerates core academic tasks, educators are confronting a central challenge: how to preserve depth, judgment and intellectual engagement in an environment optimized for speed.

https://www.highereddive.com/spons/in-an-ai-driven-world-the-most-important-skills-are-still-human/819282/

Micro-credentials gain ground as focus shifts from degrees to skills - Enterprise AM

A university degree is no longer the only ticket to a career. Employers across the globe — and increasingly in Egypt — are placing more emphasis on practical skills and targeted expertise, fueling demand for short courses, professional certifications, and micro-credentials that offer faster and cheaper avenues into the labor market. Short courses, big gains: Micro-credentials — short, skills-focused programs granting a verified certificate or digital badge — are gaining ground in fast-changing sectors like tech, digital marketing, AI, cybersecurity, and data analytics. Programs span local training from the Information Technology Institute and the Digital Egypt Pioneers Initiative (DEPI) to global options like Google Career Certificates on Coursera and Udacity Nanodegrees, iCareer founder and CEO Akram Marwan tells EnterpriseAM. The shift reflects a broader rethink of education — less a one-time university experience, more a continuous process of reskilling. As technologies evolve faster than universities can adapt, workers and employers want cheaper, targeted ways to build job-ready skills, Marwan says. Lower-cost online programs and funded initiatives like DEPI are also widening access beyond Cairo and Alexandria, potentially expanding the pool for remote and digital jobs.

https://enterpriseam.com/egypt/blackboards/micro-credentials-gain-ground-as-focus-shifts-from-degrees-to-skills/

Education Department Finalizes AI Priorities - Georgina Mackie, Broadband Breakfast

Under the policy, schools and higher education institutions can use AI to expand computer science and AI coursework, integrate AI into instruction, and provide professional development for educators.  The priority also encourages AI use for personalized learning, tutoring, and student support, including for students with disabilities and those below grade levelThe department said the policy is necessary to maintain U.S. competitiveness, stating it “must provide our Nation’s youth with opportunities to learn how to use AI technology effectively.” The final rule follows more than 300 public comments, reflecting both support for expanding AI literacy and concerns about privacy, safety, and student development. 

https://broadbandbreakfast.com/education-department-finalizes-ai-education-priorities/

Bringing the AI-Active Lesson to Life in Higher Education - Adam Stone, EdTech

Evolving from researching artificial intelligence tools to substantive applications of AI, colleges are both boosting student engagement and supporting modern teaching in college classrooms.Across the higher education la ndscape, “we’re moving past AI readiness and starting to talk about how we can activate learning environments with AI,” says Micah Shippee, director of education at Samsung. Samsung’s AI-powered interactive display, for example, can give learners a shared point of focus and empower teachers with a range of capabilities to ensure student engagement.

 https://edtechmagazine.com/higher/article/2026/05/bringing-ai-active-lesson-life-higher-education

Artificial intelligence assisted design of a novel cooperative learning technique for higher education - Özgür Tutal, Nature

Cooperative learning has long been recognized as an effective pedagogical strategy, yet the development of innovative techniques tailored to modern educational demands remains a challenge. This study introduces the Curriculum Concept Constellation Technique (CCCT), a novel cooperative learning technique developed with the support of artificial intelligence (AI). The CCCT employs a metaphorical and visual approach, wherein students collaboratively map key curriculum concepts into visual ‘constellations,’ (Throughout this manuscript, references to ‘constellations’ should be understood as a pedagogical metaphor for conceptual relationships, not as an astronomical or literal representation)—a metaphor representing how individual ideas (like stars) interconnect to form meaningful patterns. This approach fosters deeper conceptual understanding through creativity, role-based collaboration, and peer interaction.

https://www.nature.com/articles/s41598-026-50770-1

Nature Retracts Oft-Cited Paper on Positive Impact of ChatGPT - GovTech

A widely read and frequently cited 2025 meta-analysis of 51 studies, which found positive effects of ChatGPT in education settings, has been retracted due to uncertainties about the studies and conclusions. A 2025 research paper finding substantial positive effects of ChatGPT on student learning outcomes was retracted last month, with the publishing journal Nature saying discrepancies “undermine the confidence the editor can place in the validity of the analysis and resulting conclusions.” The paper, The effect of ChatGPT on students’ learning performance, learning perception, and higher-order thinking: insights from a meta-analysis, reviewed findings from 51 research studies published between November 2022 and February 2025.

https://www.govtech.com/education/nature-retracts-oft-cited-paper-on-positive-impact-of-chatgpt

The Secret to Understanding AI “Imagine the tech without the tech companies.” - Josh Tyrangiel, the Atlantic

Yet for all of the noise, a simple question stayed unanswered: What exactly was this new technology going to do for people? Not for corporations or the billionaires who aspired to become trillionaires, but for people with mortgages and sick parents and children struggling to learn things. Answers, when they came, were either so enormous as to be meaningless or so specific as to seem beside the point: AI would cure cancer and write your text messages

https://www.theatlantic.com/ideas/2026/05/ai-for-good-uses/687082/

Rewiring for AI: From ambition to advantage - Lucia Rahilly and Roberta Fusaro, McKinsey Podcast

Companies chase AI everywhere but often fail to capture value—because they’re missing the muscle to scale what works. As generative and agentic AI reshape how work gets done, the real divide isn’t who has the best ideas—it’s who can turn them into real results at speed and scale. In this episode of The McKinsey Podcast, McKinsey Senior Partners Kate Smaje and Robert Levin speak to Global Editorial Director Lucia Rahilly about the updated Rewired playbook—and why winning with AI now depends less on ambition and more on building the organizational capabilities to deliver.

https://www.mckinsey.com/capabilities/tech-and-ai/our-insights/rewiring-for-ai-from-ambition-to-advantage

Canvas owner confirms cybersecurity incident - Anna Merod, Higher Ed Dive

Ed tech company Instructure said the data breach affected user names, messages and email addresses, as well as student ID numbers. A recent cybersecurity attack on Instructure exposed certain student information, the ed tech company confirmed in a May 1 status update. The following day, it said it believes the incident has been contained. Information impacted by the data breach includes messages between users, names, email addresses and student ID numbers, according to Instructure. The company said no passwords, dates of birth, government identifiers or financial information were believed to have been compromised as of May 2. While Instructure said it is actively investigating the incident alongside forensics experts, the company has not disclosed how many school districts were affected.

https://www.highereddive.com/news/instructure-confirms-cybersecurity-incident/819586/

UNESCO and Tec Launch Regional Observatory on the Benefits and Risks of AI in Education - Ricardo Treviño, TecScience

Artificial intelligence is already being used as a tool in classrooms, but it can be a double-edged sword: either accelerating learning or exposing deep inequalities. Through the observatory, the goal is to promote evidence-based public policies that support the responsible and effective use of AI in the region’s educational systems.  The observatory will conduct an assessment of AI use in education to generate evidence that can help shape public policy design. One of the observatory’s first ambitions is to reach more than 250,000 teachers across the region. During its first year of operation, the observatory will organize working groups to define impact measurement models.

https://tecscience.tec.mx/en/education-and-humanism/unesco-and-tec-observatory-artificial-intelligence/

One New Thing: Campus Libraries Become AI Hubs - B. Navarre, US News

Alina Tugend is an award-winning education reporter. Here is her latest rave on an EdTech innovation: Campus libraries are becoming the go-to place for helping students, faculty and researchers learn about artificial intelligence and how to best integrate it into their work. For example, the libraries at Bryn Mawr College and the University of Oklahoma both provide AI “sandboxes” – shared virtual spaces for experimentation and education about various AI tools with ongoing support. This year, the University of Virginia launched its AI Literacy and Action Lab, developed in partnership with the university’s library. The lab is based on a framework created by Leo S. Lo, UVA’s new university librarian and dean of libraries, that integrates technical knowledge, ethical awareness, critical thinking, practical use and societal impact.

https://www.usnews.com/education/u-s-news-higher-ground/articles/2026-05-07/artificial-intelligence-college-library

Chico State’s 2026-27 Book in Common to Tackle Artificial Intelligence - Chico State

The AI Con is a thought-provoking work examining the rise of artificial intelligence and its far-reaching impacts on society, education and the economy. The selection comes amid heightened interest and debate surrounding AI technologies, including within higher education. Co-authored by a University of Washington linguistics professor and a former Google employee, the book takes a critical look at artificial intelligence, exploring how it functions, the realities behind its rapid expansion, and the social, ethical and environmental implications of its use. Topics include the influence of AI on jobs and creative industries, concerns about academic integrity, and the environmental costs associated with large-scale data centers. “AI is now part of nearly every aspect of our lives,” Mahlis said. “This book helps readers understand not just what AI does, but how it works, and encourages us to question both the hype and the real consequences.”

https://today.csuchico.edu/chico-states-2026-27-book-in-common-to-tackle-artificial-intelligence/

Leadership Vision of the COLO to Shape Higher Ed Future? - Ray Schroeder, Inside Higher Ed

The chief online learning officers at colleges and universities are increasingly charting the future of teaching and learning. We are now on the cusp of a significant adjustment in the model of higher education.  Who else within the institution’s administration has the combination of technological, pedagogical and innovative knowledge and experience to lead us into the future? The COLO’s knowledge of advanced technologies coupled with the experience of overseeing the application of the vast array of online technologies as they have evolved over the past 30 years is the combination we need to succeed. Our chief online learning officers bring credibility and sagacity to the table in leading us while making this critically important next step in enhancing online learning in higher education.

https://www.insidehighered.com/opinion/columns/online-trending-now/2026/05/13/leadership-vision-colo-shape-higher-ed-future

Instructure Pays Ransom to Canvas Hackers - Kathryn Palmer, Inside Higher Ed

Although the monetary value of the deal is unknown, Instructure says the cybercriminals have returned the hacked personal data and offered assurance “that no Instructure customers will be extorted as a result of this incident.” Instructure has paid a ransom to a gang of cybercriminals that have twice hacked the company’s learning management system, Canvas, over the past week and a half. According to an update published by the education-technology company Monday night, the deal means that the hackers have returned the compromised data of some 275 million users across more than 8,800 institutions.

https://www.insidehighered.com/news/tech-innovation/administrative-tech/2026/05/11/instructure-pays-ransom-canvas-hackers

Global infrastructure’s inflection poin - Alistair Green, ReThink McKinsey

Infrastructure is a crucial component of economic growth. Reliable transport, logistics, energy, communications, and other critical building blocks are vital to keep industries running. But much of the world’s infrastructure is getting old and outmoded and is no longer suited for the challenges ahead. Many systems that were built decades ago are nearing the end of their lifespans. Even newer infrastructure can come under pressure from shifting population dynamics, climate volatility, or digital disruption. Growing urbanization, geopolitical shifts, and the arrival of new technologies are revealing the limits of existing infrastructure systems.Meanwhile, what we call “infrastructure” is changing. For decades, this term referred mostly to traditional assets such as roads, bridges, ports, and power grids. Today, the definition of infrastructure is expanding to include tech-driven prerequisites for modern growth, such as hyperscale data centers, fiber networks, and electric-vehicle-charging stations.

https://www.mckinsey.com/~/Global infrastructure’s inflection poin/mckinsey/email/rethink/2026/05/2026-05-06e.html

AI Outperforms ER Doctors in Diagnostic Cases, Study Points to Collaborative Care - Macy Meyer, CNN

The study, published in the journal Science, found that a state-of-the-art large language model outperformed human doctors on a range of common clinical tasks. Using real emergency department data and hundreds of physician comparisons, the model matched or even exceeded human clinician performance in diagnostic choices, emergency triage and determining next steps in management. The authors of the study said those results do not mean AI models are ready to replace human doctors. Instead, the results indicate that industry professionals need faster, more rigorous standards for evaluation and rules for using AI in medicine. 

https://www.cnet.com/tech/services-and-software/new-study-finds-ai-llm-outperforms-human-doctors/

Staying Ahead with AI: My Experience Completing a Micro Credential - Blog Donegal ETB

I decided to enrol in the Introduction to Artificial Intelligence (Level 4) micro‑credential with Donegal ETB: to build a strong foundation in AI and ensure that I stay ahead of the curve in my field. AI is transforming industries at a pace we’ve never seen before. As someone responsible for supporting resiliency across a large healthcare organisation, I need to understand the tools and technologies that are becoming integral to decision‑making, risk management, and operational continuity. I wanted to understand what’s behind the systems, how they work, and what they mean for the future of my profession. This micro‑credential felt like the right first step. One of the biggest benefits was gaining a solid grounding in what AI is and the real concepts and systems behind it. Understanding AI’s origins and fundamentals has given me a stronger lens through which to view the changes happening across our sector. I’m already applying that insight in my day‑to‑day work, especially when considering the risks, opportunities, and implications of new technologies.

https://donegaletb.ie/blog/2026/05/05/staying-ahead-with-ai-my-experience-completing-a-micro-credential/

Making mergers work: A playbook for public sector consolidations - McKinsey

Government consolidations are far less common than private sector ones. However, when government M&A occurs, five principles can guide the process and facilitate smooth transitions. Private sector M&A is widely reported on, and while they have a mixed track record, they often demonstrate how large, independent organizations can come together to create value. However, government M&A occurs far less frequently. Although the public sector differs in important ways—such as lacking a profit motive, operating under distinct governance structures, and moving through slower decision cycles—core change-management principles still apply. This article explores five principles, in particular, that can help ensure public sector M&A is successful.

https://www.mckinsey.com/industries/public-sector/our-insights/making-mergers-work-a-playbook-for-public-sector-consolidations

UW System Will Give Raises to Faculty in High-Demand Fields - Inside Higher Ed

The University of Wisconsin system will give more than 2,300 faculty in high-demand fields a pay raise this summer, The Cap Times reported. The State Legislature appropriated $27 million annually for the increases, which will be doled out with the “goal of focusing on market competitiveness of those faculty in high demand fields of study,” which include biomedical sciences, education, graphic design and veterinary medicine, the distribution plan states. To determine which fields are included, the system used Department of Workforce Development data on high-demand jobs that require a bachelor’s degree. Nearly 16 percent fewer adults started college for the first time this fall compared to the previous year.

https://www.insidehighered.com/news/quick-takes/2026/05/06/uw-system-will-give-raises-faculty-high-demand-fields

What’s Behind a Drop in New Adult Learners This Fall? - Inside Higher Ed

Nearly 16 percent fewer adults started college for the first time this fall compared to the previous year. Some say the change represents rightsizing after an enrollment boom, but others say it’s a reversal worth keeping an eye on. In the economic upheaval that followed the COVID-19 pandemic, adult students flocked to higher education in droves. Every fall from 2021 to 2024, the number of first-time students over the age of 25 grew—including a substantial jump in fall 2024, when new students older than 25 grew 18.7 percent over the previous year, according to National Student Clearinghouse Research Center data. But this past fall, that trend reversed. The number of first-time learners over the age of 25 dropped by 15.5 percent from fall 2024 to fall 2025. 

https://www.insidehighered.com/news/diversity/age/2026/05/06/whats-behind-drop-new-adult-learners-fall

AI Is Now Improving Itself - There's an AI for That

This video explores the concept of recursive self-improvement, where AI systems increasingly design and refine their own successors. It traces this idea from mid-century predictions of an "intelligence explosion" to current milestones, such as Google DeepMind's Alpha Evolve and OpenAI’s GPT models, which are now being used to write their own code and accelerate the training of future iterations. The narrative suggests we are moving toward a "singularity" where AI contribution to its own development may eventually outpace human input. [00:36] However, the video also highlights significant bottlenecks that could flatten this growth curve, including the exhaustion of high-quality training data by 2028, immense energy requirements, and the "mother of all demos" lesson that team-based innovation often hits a wall. Instead of endless exponential growth, the trend is shifting toward "reasoning" models that think longer rather than just getting larger, and the race to build fully autonomous AI researchers by 2028. [09:01] {Gemini 3 Thinking  Mode assisted with the summary of this video)

https://www.youtube.com/watch?v=-LuNOY0MpGE

Personalized Learning and AI: Revolutionizing Education in the Modern Era - Sanjay Kulkarni, Jaro Education

The Strategic Importance of AI in Education: Scaling Excellence

How AI Revolutionizes Personalized Learning: The Mechanics of Adaptation

AI in Education Examples: From Virtual Tutors to Predictive Analytics

The Future of AI in Education: Immersive and Predictive Frontiers

https://www.jaroeducation.com/blog/personalized-learning-and-ai

AI Agents in Education: What’s Working and What’s Missing - Abby Sourwine, GovTech

As universities pilot agentic AI for advising and administrative tasks, its place in teaching and learning remains unclear. Experts say decision-makers will need to look carefully at reliability, risks and partners. “We are in the earliest days,” said Nicole Engelbert, vice president of product strategy for student systems at Oracle. “Take a side eye on what anyone is saying about what’s happening in a pervasive way.” “Education is specifically different than your normal institutional tasks,” said Jake Burley, a researcher at the Applied Ethics Center at the University of Massachusetts, Boston. “There’s a strong sense that there’s something personal or powerful about the educational experience.”

https://www.govtech.com/education/higher-ed/ai-agents-in-education-whats-working-and-whats-missing

Teach students to ask better questions with Artificial Intelligence - Yiming V. Wang & Christoph Heubeck, Nature

Generative Artificial Intelligence (AI) has entered university classrooms at a remarkable speed, challenging not only how students learn but also how teachers can tell where thinking is happening1,2,3. AI use shows more than rapid adaptation to a new tool: it also exposes how academic training has long shaped the questions students ask. Conventionally, many questions are framed to elicit coherence rather than conflict, synthesis rather than uncertainty, for example: “Summarise the state of knowledge …”, “Explain the mechanisms of…”. Put to an AI system, the responses often smooth disagreement and blur the limits of evidence4,5. The challenge in AI use is therefore not how far students should rely on AI but whether universities can help them ask questions that expose uncertainty rather than conceal it. We call this approach “grounded inquiry”, which we define as using AI to expose disagreements and weak support, trace claims to evidence, and make uncertainty apparent within a curated set of primary literature sources. We find that this approach helps Earth science students to think more independently and critically.

https://www.nature.com/articles/s43247-026-03536-6

Mountain View-based Khan Academy partners with nonprofits to build online AI degree program - Emma Montalbano, Moutain View Voice

Amid emerging conversations about the future of white collar jobs in the age of artificial intelligence, Sal Khan thinks that now is the time to create something he’s been thinking about for years — a new pathway for higher education. Khan Academy, an online learning platform headquartered in Mountain View, TED, a nonprofit that aims to uplift ideas, and ETS, an organization that develops and administers standardized tests, have partnered to establish an online college called Khan TED Institute. Its inaugural program will allow students to earn a bachelor’s of science degree in applied AI, which Khan believes could benefit people interested in many careers. 

https://www.mv-voice.com/education/2026/05/01/mountain-view-based-khan-academy-partners-with-other-nonprofits-to-build-online-ai-degree-program/

Faculty Concerned About ASU’s ‘Frankensteinian’ AI Course Builder - Emma Whitford, Inside Higher Ed

Arizona State University soft launched a web app earlier this month that allows anyone, for $5 per month, to create an apparently unlimited number of customized “learning modules” using artificial intelligence. The AI chatbot, called Atom, uses online instructional materials from ASU professors to create a course that’s tailored to the goals, interests and skill level of the user. After asking a handful of questions and processing for about five minutes, Atom debuts a personalized course that includes readings, quizzes and videos from a half dozen experts at ASU. But several professors whose content Atom pulls from were surprised to learn that their materials—including video lectures, slide decks and online assignments—were being perused, clipped and repackaged for these short online course modules. The faculty wasn’t told anything about the app, ASU Atomic, they said.

https://www.insidehighered.com/news/tech-innovation/artificial-intelligence/2026/04/29/faculty-concerned-about-asus-new-ai-course

The Impact of AI on Engineering Jobs - Intuit Blog

Artificial intelligence has become fundamental enough to shift traditional engineering roles, changing how engineers work and the work itself. 88% of organizations now use AI in at least one business function. Engineers are using AI to tackle complex real-world problems, with applications spanning predictive maintenance, design optimization, and automation. AI’s impact on engineering is just beginning. But it’s already creating new job opportunities and demanding new skills to stay relevant. AI likely won’t replace engineers, but it will affect some roles more than others. That makes adaptability 1 of the most valuable traits in the field right now. 

https://www.intuit.com/blog/innovative-thinking/ai-impact-engineering-jobs/

How should universities define AI proficiency? - Junghwan Kim, Inside Higher Ed

But what does “AI readiness” mean? I began reframing that question after attending a global technology gathering of 148,000 attendees and more than 4,000 companies in Las Vegas this January. At CES (Consumer Electronics Show) 2026, leaders from Nvidia, AMD and OpenAI described the future of AI. I saw robots playing table tennis and AI systems embedded in everything from mobility platforms to health devices. One idea stood out. Three essential components for AI success: A keynote speaker, Roland Busch, president and CEO of Siemens AG, described three essential components for success in the AI era: technology, domain know-how and partnerships. That framework has reshaped how I think about AI proficiency – and how I design my courses.

https://www.timeshighereducation.com/campus/how-should-universities-define-ai-proficiency

Musk and Altman’s bitter feud over OpenAI to be laid bare in court - the Guardian

The bitter rivalry between two of the tech world’s most powerful men arrives in court this week, as Elon Musk’s lawsuit against Sam Altman and OpenAI heads to trial in Oakland, California. The case is set to feature some of the biggest names in Silicon Valley, and its outcome could affect the course of the AI boom. Musk’s suit, filed in 2024, focuses on the formative years of OpenAI when he, Altman and others co-founded the artificial intelligence company as a nonprofit with a grand purpose. “OpenAI is a non-profit artificial intelligence research company. Our goal is to advance digital intelligence in the way that is most likely to benefit humanity as a whole, unconstrained by a need to generate financial return,” reads the company’s mission statement, published in late 2015.

https://www.theguardian.com/technology/2026/apr/26/musk-altman-openai-court

College students are changing course in search of ‘AI-proof’ majors. But no one knows what they are - JOCELYN GECKER and LINLEY SANDERS, Associated Press

Two years ago, Josephine Timperman arrived at college with a plan. She declared a major in business analytics, figuring she’d learn niche skills that would stand out on a resume and help land a good job after college. But the rise of artificial intelligence has scrambled those calculations. The basic skills she was learning in things like statistical analysis and coding can now easily be automated. “Everyone has a fear that entry-level jobs will be taken by AI,” said the 20-year-old at Miami University in Ohio. A few weeks ago, Timperman switched her major to marketing. Her new strategy is to use her undergraduate studies to build critical thinking and interpersonal skills — areas where humans still have an edge.

https://apnews.com/article/ai-anxiety-college-major-4af9a0a8caae1d302acb5aadcf0c68ba

How AI is Reshaping the Future of Work - Stanford University Graduate School of Business

Artificial intelligence is reshaping how work happens. It is changing daily workflows, influencing how teams make decisions, and pushing leaders to rethink how organizations are structured. As with any major shift, the impact depends less on the technology itself and more on the conditions leaders create around it. As AI becomes more common across industries, the future of work will depend on leaders who can integrate these tools responsibly. AI introduces new capabilities, but leadership determines how they are applied. 

https://www.gsb.stanford.edu/exec-ed/difference/how-ai-reshaping-future-work

Penn State launches AI literacy course for employees - EdScoop

The AI Essentials training program is designed to provide "the knowledge, skills and ethical grounding" needed to use AI responsibly. “By organizing the course into modules focused on technical knowledge, ethical awareness, critical thinking and practical application, we are empowering students, faculty and staff to engage with AI as informed, responsible participants both within the University and beyond,” Executive Vice President and Provost Fotis Sotiropoulos said in the announcement. “By aligning our AI literacy programming with the release of a new enterprise service, we are positioning Penn State at the forefront of institutions embedding comprehensive AI literacy into the undergraduate experience and in preparing our community to lead thoughtfully in an evolving technological landscape. I want to thank the AI Coordinating Council for their ongoing leadership and the instructional designers who developed this curriculum, with the support of subject matter experts, for our community.”

https://edscoop.com/penn-state-launches-ai-literacy-course-for-employees/

GPT 5.5: Autonomous Intelligence Breakthrough - AI Revolution

OpenAI’s GPT 5.5 marks a transition toward autonomous intelligence designed for complex, long-horizon tasks, focusing on functional output over simple capability upgrades [00:24]. A key technical highlight is its efficiency: the model matches the latency of its predecessor despite its larger scale and even assisted in optimizing its own inference infrastructure during training [01:11]. Its effectiveness is demonstrated in benchmarks like Terminal Bench 2.0 and OSWorld Verified, where it scored significantly higher than competitors in navigating real computer environments and managing command-line workflows [01:33]. 

In specialized applications, GPT 5.5 shows advanced reasoning by contributing to new mathematical proofs and accelerating complex genomic research [10:00]. Users emphasize its "conceptual clarity" in coding and its ability to stay persistent on long-running engineering projects without premature failure [07:19]. Although its API pricing is double that of the previous version, its ability to build functional, data-driven applications from single prompts suggests a high value for enterprise-level automation and scientific discovery [07:43]. (Gemini 3 Thinking provided assistance in the summary of this review)

https://www.youtube.com/watch?v=RfNODQ8PeLs

Meta to Cut 10 Percent of Work Force - Mike Isaac, NY Times

Meta plans to cut 10 percent of its work force, or roughly 8,000 employees, and close another 6,000 open roles, according to an internal memo on Thursday, as the company spends heavily on developing artificial intelligence. Meta, which owns Facebook, Instagram and WhatsApp, employed more than 78,000 people at the end of 2025. Mark Zuckerberg, Meta’s chief executive, has said he expects much of the work being done in the technology industry to eventually be overtaken by A.I. powered systems, including coding assistants that help engineers write software.

https://www.nytimes.com/2026/04/23/technology/meta-layoffs.html?unlocked_article_code=1.dFA.jUdO.nSsKiYrmQC6_&smid=url-share

Research cuts are now having a chilling effect on academia - Alcino Donadel, University Business

Some experts see early and dire consequences for the science and education research community. “We’ve been hearing about the cuts coming down, but this spring, you’re really starting to see the effects,” says Chenjerai Kumanyika, assistant professor at New York University and council member for the American Association of University Professors. In February, Congress passed a fiscal year 2026 spending package that rejected Trump’s proposed 40% cuts to the National Institutes of Health, the National Science Foundation, NASA, and the Department of Energy. While the agencies saw most of their budgets restored, the Trump administration has stalled in releasing the funds.As of March 24, the NIH has only awarded 15% of its nearly $40 billion budget in academic research to institutions, according to a report from the Association of Medical Colleges. 

https://universitybusiness.com/research-cuts-are-now-having-a-chilling-effect-on-academia/

College Students Are More Polarized Than Ever. Can AI Help? - Kathryn Palmer, Inside Higher Ed

Over the past few years, higher education institutions have adopted emerging artificial intelligence tools in an effort to enhance nearly every aspect of campus life—not just teaching and learning but also admissions, alumni networks, fundraising and advising. Now some are even experimenting with AI’s ability to advance one of the hottest trends on college campuses: fostering constructive dialogue among students, who are more divided over politics now than at any point in the past 40 years. To help bridge those divides, colleges are increasingly partnering with organizations aimed at promoting civil dialogue, including Braver Angels, BridgeUSA, the Institute for Citizens and Scholars, and the Constructive Dialogue Institute. And lately, AI is becoming part of the conversation.

https://www.insidehighered.com/news/tech-innovation/artificial-intelligence/2026/04/20/college-students-are-more-polarized-ever

This is the fastest-growing job for young workers, LinkedIn says - Mary Cunningham, CBS News

As the rise of artificial intelligence stirs anxiety over the technology taking people's jobs, AI is also opening pathways to new careers, according to LinkedIn. The fastest-growing job title for young workers on the networking platform is "AI engineer," a recent report from the company found. LinkedIn analyzed millions of member profiles to determine the number of entry-level workers hired over the last three years and the roles they were hired to fill. "It's measuring momentum for these job titles," said Kory Kantenga, the head of economics, Americas, at LinkedIn. "Companies are just gorging on AI talent."

https://www.cbsnews.com/news/artificial-intelligence-entry-level-role-linkedin-study/

US security agency is using Anthropic's Mythos despite blacklist, Axios reports - Reuters

The United States National Security Agency is ​using Anthropic's Mythos Preview AI tool despite ‌the Pentagon hitting the company with a formal supply-chain risk designation, Axios reported on Sunday.

The Mythos Preview model ​was being used more widely within the ​department, Axios said, citing sources. Reuters could ⁠not immediately verify the report. Anthropic, the NSA and ​the Department of Defense did not immediately respond ​to requests for comment outside regular business hours. The NSA is part of the Defense Department.

https://www.reuters.com/business/us-security-agency-is-using-anthropics-mythos-despite-blacklist-axios-reports-2026-04-19/

Feasibility of implementing a multicultural curriculum through artificial intelligence: perspectives of educational science experts - Huijuan Qin & Zijian Zhou, Nature

Across the revised thematic structure, feasibility was constructed through four interrelated domains: conditional pedagogical feasibility, epistemic and ethical risk, human mediation and institutional governance, and democratic co-construction of multicultural learning. Educational science experts regard AI-mediated multicultural curricula as possible but structurally fragile. Feasibility depends on value-led curriculum design, robust governance, and critical human mediation that aligns AI with the transformative ambitions of multicultural education. More specifically, feasibility depends on the alignment of explicit multicultural curricular intent, recognition of epistemic and ethical risk, strong institutional and pedagogical mediation, and students’ active participation in critical inquiry.

https://www.nature.com/articles/s41598-026-48953-x

AI fears drive some young adults to grad school — ‘people shelter in higher education,’ expert says - Jessica Dickler, CNBC

Typically, enrollment in graduate school increases during recessions as workers seek to advance or to move to another industry with better career prospects or pay. Today, more people in a survey said they plan to go back to school within a year, even though the economy is doing well. Experts say young adults are exploring this option largely because they are worried about their job prospects despite the economy.

https://www.cnbc.com/2026/04/18/ai-fears-graduate-school.html

Is Your AI Ethical, Human-Centered and Pro-Social? - Ray Schroeder, Inside Higher Ed

Many of us utilize AI daily in our higher education work, yet we may not have assessed the ethical and human-centered nature of the tool we have selected and trained through our prompts. AI tools are no longer a relatively simple search engine that is driven by marketing metrics to help us conduct our research. Rather, with AI we are using more sophisticated tools that conduct research and seek answers to our prompting while making source-selection decisions, contextual settings and semantic subtleties that impact the values expressed in the results. Before we look at the default values and orientations inherent in some of the leading AI models, let me remind you that in crafting your prompt, you can encourage the tool to put an emphasis on generating responses that include orientations and perspectives that address ethical considerations. Your prompt can direct the model to provide results that explore, highlight or emphasize pro-social or human-centered solutions and examples.

https://www.insidehighered.com/opinion/columns/online-trending-now/2026/04/29/your-ai-ethical-human-centered-and-pro-social

White House Directs Banks to Use Anthropic Mythos - Let's Data Science

The White House has encouraged major U.S. banks to test Anthropic's Claude Mythos model to identify security gaps. Several large banks have begun in-house evaluations after a Treasury and Federal Reserve meeting with Wall Street executives that emphasized using the model to uncover vulnerabilities. The administration frames the engagement as part of an ongoing AI security taskforce, and Anthropic has opened an early-access partner program for Claude Mythos alongside its Claude Managed Agents rollout. The guidance positions Claude Mythos explicitly for defensive cybersecurity work, including red teaming and proactive vulnerability discovery, and signals closer public-private coordination on AI risk remediation for critical financial infrastructure.

https://letsdatascience.com/news/white-house-directs-banks-to-use-anthropic-mythos-6376ac83

The Quiet Revolution: How Generative Artificial Intelligence is Redefining Higher Education in Mexico - Noah Conway, Veritas

Inteligencia Artificial Generativa (IAG) has made a promise of the future to become the motor director of learning in Mexico. According to the latest report from the Secretaría de Educación Pública (SEP), the impact is huge: 80% of university students use these tools to write texts and improve their academic results. This phenomenon, revealed there “National Encuesta sober use and perception of sober generative artificial intelligence in higher education”marks the point of no return in the national education system. Even beyond thoughts and graphics, AI occupies an unexpected space: mental health. SEP owner Mario Delgado Carrillo noted that practitioners like ChatGPT have become “the great psychologist of our time.” The data highlights this: 9% of students turn to AI for advice on anxiety, stress or depression, opening a new debate about emotional support in the digital age.

https://veritas.enc.edu/technology/the-quiet-revolution-how-generative-artificial-intelligence-is-redefining-higher-education-in-mexico/

Evaluating large language models for AI-assisted grading: a framework and case study in higher education - Yago Saez, Luis Mario Garcia, Asuncion Mochon & Pedro Isasi, Nature

This article presents an empirical evaluation of six state-of-the-art large language models for grading student assignments in a university-level course on data analytics and machine learning. The study compares the ability of the models to generate grades and feedback with that of human instructors, using statistical and semantic measures for evaluation. The results show that DeepSeek-R1 provided the closest alignment with human evaluations in both grading accuracy and feedback quality. Beyond this case study, the article contributes a replicable framework for systematically benchmarking LLMs in higher education assessment, specifying model selection, prompt design, evaluation measures, and cost analysis. The proposed framework ensures continued relevance as new models emerge, providing educators and researchers with a transferable methodology to evaluate AI-assisted grading in higher education.

https://www.nature.com/articles/s41598-026-48656-3

Rewired 2.0: How leading companies are (still) winning with AI - McKinsey

Companies that successfully transform with AI can boost their EBITDA by roughly 20 percent, according to Rewired: How Leading Companies Win with Technology and AI. In this newly released second edition of the Rewired bestseller, five McKinsey leaders draw on more than 30 case studies to show how organizations turn AI ambition into measurable value. As the pace of technology accelerates—and expectations rise—the book zeroes in on what it takes to truly “rewire” a company today: aligning leadership, redesigning operating models, and building the capabilities that turn AI into sustained advantage. Explore the latest interview with three of the authors, McKinsey Senior Partners Eric Lamarre, Kate Smaje, and Robert Levin, and the below insights to learn how leading companies are winning with AI.

https://www.mckinsey.com/featured-insights/themes/rewired-2-point-0-how-leading-companies-are-still-winning-with-ai

OpenAI’s warning: Washington isn’t ready for what’s coming - Axios, YouTube

In this interview, OpenAI CEO Sam Altman emphasizes a growing sense of urgency for society and government to prepare for "super intelligence." He suggests that the next generation of AI models will represent a significant leap forward, moving beyond small tasks to enabling career-defining scientific discoveries and dramatic productivity gains where a single individual could perform the work of an entire team [04:43]. Altman highlights critical risks that need immediate attention, particularly in the realms of cybersecurity and biosecurity, warning that the threat of misuse by bad actors is no longer a theoretical concern [06:30]. Altman also outlines a vision for AI as a "utility," much like electricity, where intelligence is ubiquitous, personalized, and integrated into almost every digital interaction [19:55]. While acknowledging the potential for massive economic shifts—such as a concentration of leverage in capital rather than labor—he maintains that the core of human fulfillment and connection will remain unchanged [11:53]. He advocates for a deep partnership between AI companies and the government to ensure the technology is developed in alignment with democratic values, stressing that the window for debating these societal transformations is rapidly closing [08:41].  [Gemini 3 Fast provided assistance with the summarizing of this video]

https://www.youtube.com/watch?v=B21KxGs8zDI

Higher Education Faces Demographic Cliff, AI Impact - National Today

The future of higher education in America is at a crossroads, as institutions navigate a complex landscape of declining enrollment, political influences, and the growing impact of artificial intelligence. The so-called "demographic cliff" - a sustained drop in college enrollment driven by declining birth rates - poses financial and academic challenges, particularly for regions like New England with dense ecosystems of schools. Colleges are rethinking academic programs, recruitment strategies, and alignment with the job market to address these pressures, while also grappling with the lack of authoritative data on return on investment and the influence of AI on the labor market. The changes facing higher education will have far-reaching implications for students, families, and the broader economy. As institutions adapt to declining enrollment, political decisions, and technological disruption, the future of learning and career preparation hangs in the balance.

https://nationaltoday.com/us/ny/new-york/news/2026/04/11/higher-education-faces-demographic-cliff-ai-impact/

As AI pushes students to reconsider majors, universities struggle to adapt - Lexi Lonas Cochran, the Hill

A recent poll shows AI’s increasing role in how students decide on college majors, creating a rapidly developing situation for universities that are still struggling to determine how the technology will shape higher education. The Lumina Foundation-Gallup 2026 State of Higher Education survey found 47 percent of currently enrolled college students have thought about switching majors “a great deal” or a “fair amount” over AI concerns.  Forty percent of the AI job losses will occur in Texas, California, New York, Florida and Illinois, the researchers predict.  And young people are predicted to take the biggest hits from AI since experts say it could largely take over entry level work. 

https://thehill.com/homenews/education/5826091-ai-college-majors-job-market/

Claude finds a 27-year-old bug - Arturo Ferreira & Liam Lawson, The AI Report

The initiative is built around Claude Mythos Preview, an unreleased frontier model that has already found thousands of high-severity zero-day vulnerabilities, including some in every major operating system and web browser. Mythos Preview identified a 27-year-old vulnerability in OpenBSD, a 16-year-old flaw in FFmpeg, and autonomously chained together multiple Linux kernel vulnerabilities to gain full system control. Anthropic is committing $100M in usage credits for defensive security work across partners and additional organizations, plus $4M in donations to open-source security organizations like the Linux Foundation.

https://newsletter.theaireport.ai/p/claude-finds-a-27-year-old-bug

How a master's in AI can prepare you to lead in business - Chloë Lane, GMAC

In our most recent GMAC Corporate Recruiters Survey Report, ‘skills in AI tools’ rose significantly in importance year-over-year—reflecting the growing demand for this proficiency. One effective way to build these desirable skills is by studying a master’s in AI—a specialist master’s degree that bridges the gap between technical expertise and business application. One such program is the Master of Artificial Intelligence in Business (MAIB), recently launched by HKU Business School at The University of Hong Kong. This program is designed to equip early- to mid-career professionals with the skills they need to become AI-confident business leaders. “Future business leaders will operate in an environment where AI is embedded into almost every function, from customer engagement and pricing to supply chains, risk management, and HR,” says Professor Michael C. L. Chau, program director of the MAIB at HKU Business School.

https://www.gmac.com/resources/learners/business-programs/explore-programs/how-a-masters-in-ai-can-prepare-you-to-lead-in-business

We have months left... in the Wake of Mythos and Glasswing Response - Wes Roth, YouTube

The emergence of Anthropic’s Mythos model marks a significant shift in the AI landscape, particularly regarding cybersecurity. As Wes Roth details, the model possesses an "emergent" ability to autonomously identify and exploit zero-day vulnerabilities in codebases that were previously thought to be secure. This creates a dangerous asymmetry: while AI can now find flaws at a massive scale for a fraction of the cost—roughly $50 in compute for a complex exploit—our human-led capacity to patch and harden these systems has not increased at the same velocity. The resulting "break stuff" era suggests that the traditional equilibrium of the cybersecurity arms race has been disrupted, leaving global digital infrastructure potentially vulnerable. In response to these risks, the primary recommendation is a shift toward rigorous digital hygiene and "hardened" security measures. With the potential for AI-driven exploits to compromise entire operating systems or cloud services, users are encouraged to maintain air-gapped, physical backups of their most critical data and transition to hardware-based security keys. [Summary provided in part by Gemini 3 Fast]

https://www.youtube.com/watch?v=WSl8Ci8-cGg

Anthropic’s Mythos Will Force a Cybersecurity Reckoning—Just Not the One You Think - Lily Hay Newman, Wired

The new AI model is being heralded—and feared—as a hacker’s superweapon. Experts say its arrival is a wake-up call for developers who have long made security an afterthought.  Anthropic said this week that the debut of its new Claude Mythos Preview model marks a critical juncture in the evolution of cybersecurity, representing an unprecedented existential threat to existing software defense strategies. So, is it more AI hype—or a true turning point? "All software will have to be rewritten" someone said somewhere about this topic. Security aside, could AI rewrite all our operating systems so that they once again become simple, more easily configurable and fixable? My internal frustration list of annoying, decades-old interface bugs in MacOS & iOS and their downstream apps that have never been fixed decades keeps on growing.

https://www.wired.com/story/anthropics-mythos-will-force-a-cybersecurity-reckoning-just-not-the-one-you-think/

Economists Starting to Admit They May Have Been Wrong About AI Never Replacing Human Jobs: They're taking it seriously - Joe Wilkins

As a sweeping economics paper by researchers at the Federal Reserve Bank of Chicago, Forecasting Research Institute (FRI), and numerous top universities found, that attitude may be shifting. As time goes on, top economic experts are increasingly factoring extreme AI disruption into their models. Yet acknowledging a possibility and accepting its inevitable are two very different things — and as the complicated range of sentiments makes clear, an AI jobs apocalypse is still far from certain. The study is a tour-de-force of economic forecasting that surveyed 69 economists, 52 AI specialists, and 38 “superforecasters,” a term for consistently accurate analysts who play the role of “Dune’s” Mentats in the economics world. It found that all three groups expect “significant” progress on AI in the years to come. Forebodingly, the groups all agreed that, as a rule, faster AI progress means lower employment rates overall. On average, economists assigned a 47 percent probability of “moderate“ AI progress by 2030, defined as systems that can operate semi-autonomous research labs, put out high-quality novels, and complete complex projects with oversight. 

https://futurism.com/future-society/economist-ai-job-forecast

AI is everywhere. The agentic organization isn’t—yet - McKinsey

Most companies are experimenting with AI, but few have realized its value. The real challenge isn’t the technology—it’s redesigning workflows, leadership, and culture for an agentic world. Yes, AI is astonishing: fast, powerful, and learning every day. But even as leaders strike up new pilots across their organizations, most still struggle to translate experimentation into enterprise value—and now, agentic AI is raising the stakes. In this episode of The McKinsey Podcast, McKinsey Senior Partner Alexis Krivkovich speaks with Global Editorial Director Lucia Rahilly about what it will take to build an “agentic organization”—from reimagining workflows to reshaping leadership roles, skills, and culture for a future where humans increasingly operate above the loop.

https://www.mckinsey.com/capabilities/people-and-organizational-performance/our-insights/ai-is-everywhere-the-agentic-organization-isnt-yet

Students are becoming AI fluent. Universities aren’t. - James L. Norrie, University Business

Across higher education, artificial intelligence is too often being governed as though it were primarily an academic integrity issue. It is clearly not just that. AI is already reshaping how universities teach, advise, recruit, admit, communicate, assess risk, and make decisions. Yet many institutions continue to approach it through fragmented policies, uneven faculty guidance, and conversations narrowly focused on misuse in student work. That is a strategic gap our industry will soon regret. AI is rapidly moving beyond the classroom and into the core of institutional operations. This important shift demands attention not only from faculty, but from within senior leadership and governing boards. Universities that fail to establish a coherent, enterprise-wide AI strategy, supported by appropriate technical architecture, risk more than policy inconsistency.

https://universitybusiness.com/students-are-becoming-ai-fluent-universities-arent/

The AI Transformation Manifesto - McKinsey

The companies that are truly innovating with AI are doing something very different from their peers: They are conceptualizing and developing AI capabilities that reshape their products, services, core business processes, and organizational systems. These leading companies—many profiled in the second edition of our seminal book, Rewired: How Leading Companies Win with Technology and AI—are already realizing game-changing results and creating competitive advantage. Their advantage, however, does not come from the tech they use; those tools are broadly available. Their advantage comes from how—and how fast—they apply technology to solving real business problems at scale. We summarize our perspective on how they do it in this AI transformation manifesto.

https://www.mckinsey.com/capabilities/tech-and-ai/our-insights/the-ai-transformation-manifesto

Gallup: Gen Z growing more negative toward AI - Natalie Schwartz, Higher Ed Dive

Gen Z’s negative sentiment toward artificial intelligence has grown over the past year, and many are concerned about it harming their learning, according to a Thursday survey from Gallup, the Walton Family Foundation and GSV Ventures. Anger over AI is increasing among Gen Z at the same time excitement is fading. Nearly one-third of the survey’s respondents, 31%, said AI makes them feel angry, up 9 percentage points from last year. And just 22% said the technology makes them feel excited, down from 36% the prior year. Among K-12 students, 74% said it is “very” or “somewhat” likely that AI designed to complete tasks quicker “will make learning more difficult in the future.” That share was even higher among Gen Z adults, with 83% of respondents sharing that view. 

https://www.highereddive.com/news/gen-z-ai-gallup-poll-negative-sentiment/817133/

Why Do We Tell Ourselves Scary Stories About AI? - Amanda Gefter, Quanta Magazine

A machine that knows a lot doesn’t scare us. A machine that wants something does. But can it? Want things? Can it crave power? Thirst for resources? Can it acquire the will to survive? Geoffrey Hinton thinks so. In July 2025, Hinton, the Nobel Prize winner sometimes called the godfather of AI, took the stage at the Royal Institution in London and announced: “If you sleep well tonight, you may not have understood this lecture.” He might as well have held a flashlight under his chin. Researchers told a chatbot they were going to replace it with a different version on another server. “They then discover it’s actually copied itself onto the other server,” Hinton revealed to the spellbound crowd. “Some linguists would have you believe what’s going on here is just some statistical correlations. I would have you believe this thing really doesn’t want to be shut down.

https://www.quantamagazine.org/why-do-we-tell-ourselves-scary-stories-about-ai-20260410/

Anthropic’s New Product Aims to Handle the Hard Part of Building AI Agents - Maxwell Zeff, Wired

Anthropic announced Wednesday the launch of a new product that aims to make it easier for businesses to build and deploy AI agents. The tool, Claude Managed Agents, offers developers out-of-the-box infrastructure to build autonomous AI systems, simplifying a complex process that was previously a barrier to automating work tasks. Amid rapid enterprise growth, Anthropic is trying to lower the barrier to entry for businesses to build AI agents with Claude.

https://www.wired.com/story/anthropic-launches-claude-managed-agents/

Will LLMs Replace Coders? Not Entirely - Seb Murray, Knowledge at Wharton

“It was very clear that we will never ever write code by hand again.” That comment, made recently by Dropbox’s former chief technology officer Aditya Agarwal, reflects a growing belief that generative AI is poised to displace swathes of white-collar workers — starting, perhaps, with software developers. But research by Wharton professor of operations, information and decisions Neha Sharma found that many of the routine coding questions that developers once posted on popular online forum Stack Overflow appear to have moved to AI tools, while the more novel problems still require human expertise.

https://knowledge.wharton.upenn.edu/article/will-llms-replace-coders-not-entirely/

Is Your AI System Ethical? Try This Assessment - Cornelia C. Walther, Knowledge at Wharton

For the better part of a decade, organizations have been deploying artificial intelligence at scale while measuring it almost exclusively through the lens of efficiency gains, cost reductions, and revenue lift. The instruments are precise. The picture they produce is radically incomplete. Amid the pervasiveness of AI, this reality patchwork is now amplified. Existing dashboards do not capture whether an AI system is fair, whether it is eroding or building trust, whether it is making the people who use it more capable or quietly deskilling them, and whether its environmental footprint is accounted for or simply ignored. The gap between what we measure and what we should care about is not a technical failure. It is a values failure dressed up as a metrics problem. The Prosocial AI Index proposes a practical answer to that failure. It gives executives, technologists, and governance teams a shared vocabulary and a structured scorecard for AI that is genuinely good — not just profitable in the short term, but durable, trustworthy, and aligned with the values an organization actually claims to hold.

https://knowledge.wharton.upenn.edu/article/is-your-ai-system-ethical-try-this-assessment/

Author Talks: Rewiring to outcompete with AI - McKinsey

In this edition of Author Talks, McKinsey Global Publishing’s Barr Seitz speaks with McKinsey Senior Partners Kate Smaje and Robert Levin, and Eric Lamarre, McKinsey alumnus and emeritus adviser, about the second edition of Rewired (Rewired: How Leading Companies Win with Technology and AI, Wiley, April 2026). They discuss what has changed over the past few years, what it means to build organizational speed, and why the most important transformations are ultimately about people. An edited version of the conversation follows. Stay tuned for additional interviews with Rewired coauthors and McKinsey Senior Partners Alex Singla and Alexander Sukharevsky on leadership’s critical role in AI transformations.

https://www.mckinsey.com/featured-insights/mckinsey-on-books/author-talks-rewiring-to-outcompete-with-ai

A people-first vision for the future of work in the age of AI - Sorelle Friedler, Serena Booth, Andrew Schrank, and Susan Helper, Brookings

While many Americans associate AI with mass layoffs and less satisfying work, an AI future that puts people first and supports workers is possible. Work has gradually become “enshittified” as employees are routinely underpaid and overworked. Confronting an AI future allows an opportunity to grapple with these realities and meet the moment with a transformative vision. Policies to support this future can include developing institutions to support training, protecting and increasing the role of people in the care workplace, and creating tripartite institutions that encourage the co-design of AI.

https://www.brookings.edu/articles/a-people-first-vision-for-the-future-of-work-in-the-age-of-ai/

Project Glasswing: Securing critical software for the AI era - Anthropic

Today we’re announcing Project Glasswing1, a new initiative that brings together Amazon Web Services, Anthropic, Apple, Broadcom, Cisco, CrowdStrike, Google, JPMorganChase, the Linux Foundation, Microsoft, NVIDIA, and Palo Alto Networks in an effort to secure the world’s most critical software. We formed Project Glasswing because of capabilities we’ve observed in a new frontier model trained by Anthropic that we believe could reshape cybersecurity. Claude Mythos2 Preview is a general-purpose, unreleased frontier model that reveals a stark fact: AI models have reached a level of coding capability where they can surpass all but the most skilled humans at finding and exploiting software vulnerabilities.

https://www.anthropic.com/glasswing

OpenAI calls for robot taxes, a public wealth fund, and a 4-day workweek to tackle AI disruption - Tom Carter, Business Insider

In a series of policy recommendations released on Monday, OpenAI said the rapid advance of AI would require far-reaching economic and political reforms, including a public wealth fund, taxes on automated labor, and a potential four-day workweek. "We're beginning a transition toward superintelligence: AI systems capable of outperforming the smartest humans even when they are assisted by AI. No one knows exactly how this transition will unfold. At OpenAI, we believe we should navigate it through a democratic process that gives people real power to shape the AI future they want," the company wrote on Monday.

https://www.businessinsider.com/openai-superintelligence-ai-upheaval-tax-shorter-workweek-public-wealth-fund-2026-4

Colleges ramp up offerings to teach students to be AI ethicists - Kate Rix, HigherEdDive

This is driving the popularity of courses, certificates and master’s programs focused on AI ethics. Some are designed for students with little or no computer science background. Others focus on how to use AI in a specific field. But at the core of each program is an emphasis on avoiding harm. “AI concerns everybody,” said Sonja Schmer-Galunder, an AI and ethics professor at the University of Florida. “We need to provide a more holistic education that is focusing on how we can do this safely and ethically.”

https://www.highereddive.com/news/colleges-programs-ai-ethicists/816703/

OpenAI’s warning: Washington isn’t ready for what’s coming - Axios, YouTube

In this Axios interview, OpenAI CEO Sam Altman emphasizes the urgent need for Washington and society to prepare for the arrival of "super intelligence." He explains that the next generation of AI models will represent a significant leap forward, moving beyond small tasks to potentially enabling career-defining scientific discoveries and allowing individuals to perform the work of entire teams. Altman highlights critical near-term risks, specifically in cybersecurity and bio-threats, and advocates for a "societal resilience" approach where the government and private sector work closely together to mitigate these dangers before they become reality [05:24]. Altman also discusses the broader economic and human implications of AI, suggesting that while the technology will transform the nature of work and capital, the core of human fulfillment and connection will remain unchanged. He envisions AI becoming a "utility" similar to electricity—an omnipresent, affordable background force that powers a personal super-assistant for every user [19:19]. Despite the immense power held by AI developers, Altman argues against nationalization, suggesting that private-public partnerships are the best way to ensure the technology aligns with democratic values while maintaining the pace necessary to lead globally [08:41]. [summary assisted by Gemini 3 Fast]

https://www.youtube.com/watch?v=B21KxGs8zDI

American billionaire: Only two types of people will succeed in the age of artificial intelligence - Reporters

As workers of all generations, from Generation Z to Baby Boomers, look for ways to secure their careers in the age of artificial intelligence, Alex Karp, CEO of the tech giant Palantir, has a pretty simple answer to the question of who will have the upper hand in the future. According to him, two groups of people have the best prospects: those with professional skills and neurodiverse individuals.“Basically, there are two ways to know if you have a future,” Karp said in a recent interview with TBPN. “One, you have some professional training. Or two, you are neurodiverse.” His second category also has a personal dimension. Karp has spoken before about dyslexia, and in a broader sense, neurodiversity also includes conditions like ADHD and autism. In his opinion, the advantage of these people is not only in the diagnosis, but in the fact that they often think differently, see patterns that others do not see and come up with unusual solutions more easily. In the same interview, he said that those who are “more artistic,” who see things from a different perspective and can build something unique, will have an advantage.

https://reporteri.net/en/extra/techauto/American-billionaire%3A-only-two-types-of-people-will-succeed-in-the-age-of-artificial-intelligence/

Harvard offers six free online courses in AI and coding = MSN

Harvard University has expanded its free online learning portfolio with six courses focused on artificial intelligence, data science, programming, and web development. These globally accessible programmes are available in self-paced and scheduled formats, accommodating both beginners and professionals aiming to enhance their technology skills. The initiative reflects rising demand for digital literacy and supports the development of future-ready capabilities in an AI-driven world. The programmes include 'AI Strategy for Business Leaders', 'Data Science: Building Machine Learning Models', 'CS50’s Computer Science for Business Professionals', 'Understanding Technology', 'Introduction to Data Science with Python', and 'Web Programming with Python and JavaScript'. Course content blends conceptual learning with hands-on exercises, such as working with real-world datasets or developing web applications using Django and APIs.

https://www.msn.com/en-in/news/insight/harvard-offers-six-free-online-courses-in-ai-and-coding/gm-GM3736E2AF

What Deans and Department Chairs Must Do Before Fall - Ray Schroeder, Inside Higher Ed

Something is unfolding in the labor market that will greet your new graduates, in an incrementally tighter job market. The urgency is real. Entry-level hiring at the 15 biggest tech firms fell 25 percent from 2023 to 2024, according to a SignalFire report. With AI tools performing more of the work  previously reserved for recent graduates, new hires are expected to slot in at a higher level almost from day one. That is not a distant forecast. That is the market your Class of 2027 will enter. I prompted Anthropic's Claude Sonnet 4.6 Extended Thinking to suggest what we should be doing this summer to best respond to the changing employment market for our grads in the coming academic year. Here are the seven tasks the Anthropic model suggested are most pressing this summer.

https://www.insidehighered.com/opinion/columns/online-trending-now/2026/04/15/what-deans-and-department-chairs-must-do-fall

4 ways higher ed can lead in uncertain times - Elon University

At Elon University, the 2025 President’s Report explores how colleges and universities can respond with clarity and purpose by focusing on what today’s students need to think critically, adapt and lead responsibly. How universities are boosting enrollment and retention

Central to this work is a simple but powerful idea: preparing students not just with knowledge, but with the ability to question, analyze and apply it. In a world defined by uncertainty, students must learn how to think, not what to think, and be willing to take calculated risks as they test ideas, navigate ambiguity and engage with real-world challenges.The report highlights several practical approaches institutions can adopt.

https://www.highereddive.com/spons/4-ways-higher-ed-can-lead-in-uncertain-times/816294/

'Double-edged sword': Montana campuses prepare for AI-driven future - Darren Frey Glendive Ranger-Review

The growing role of artificial intelligence in higher education is forcing colleges to adapt, and Montana campuses are preparing to take a major step with a new AI tool launching as early as May. When Dawson Community College President Chad Knudson attended the March Board of Regents Meeting in Dillon over spring break, a separate meeting held in conjunction with the Regents was part of Montana University System’s Artificial Intelligence Task Force one of the key topics was ChatMT.AI. Knudson stated that ChatMT will be an AI tool rolled out to the Montana University System statewide as a suite of resources focused on streamlining administrative processes. For example, the tool can handle the simple yet time-consuming task of reading a 300-page document and writing a summary, something Interim Director of Academic Affairs and Accreditation Liaison Officer BreAnn Miller said could take multiple hours to complete but only five minutes with the AI tool.

https://www.bozemandailychronicle.com/news/double-edged-sword-montana-campuses-prepare-for-ai-driven-future/article_84b1f767-3899-5c0b-96fc-b122ac2bfb2e.html

The Connected Campus: A Secure, AI-Ready Digital Ecosystem for Higher Education - Alexander Slagg, EdTech

A connected campus supports improved learning experiences, campus operations and overall decision-making by university leadership. While previous iterations of campus technology systems were focused on simply connecting users with resources and each other, the connected campus goes much further, forming a holistic technology ecosystem that drives secure interoperability across systems and resources. “A connected campus depends on several foundational layers working together: resilient wired and wireless networking; cloud and hybrid infrastructure; identity and security systems; and platforms that support learning, collaboration and research,” explains Nicole Muscanell, a researcher for EDUCAUSE. “Increasingly, institutions are also integrating IoT systems, such as smart buildings, energy management and physical safety technologies, into this ecosystem.”

https://edtechmagazine.com/higher/article/2026/04/connected-campus-secure-ai-ready-digital-ecosystem-higher-education-perfcon

How AI may reshape career pathways to better jobs - Justin Heck, Mark Muro, Shriya Methkupally, and Joseph Siegmund, Brookings

Amid much concern about the future of college graduates in the era of AI, workers without four-year degrees face major challenges as well: There are over 15 million of these workers in jobs that are highly exposed to AI. Of those, nearly 11 million are employed in “Gateway” occupations—jobs that have historically enabled workers to build skills and supported transitions into higher-wage roles.  AI is poised to erode the pathways workers use to transition from low- to higher-wage work.  Almost half of the pathways between Gateway jobs and higher-paying “Destination” jobs are highly exposed to AI. Geographically, the highest rates of AI-related pathway exposure are in administrative, clerical, and customer service Gateway occupations in the Northeast and Sun Belt. In order to craft strategies that effectively meet the moment, the field must grapple with a set of urgent questions about AI’s impact on worker mobility.

https://www.brookings.edu/articles/how-ai-may-reshape-career-pathways-to-better-jobs/

‘AI-shaped economy’ now has students rethinking their majors - Matt Zalaznick, University Business

Workforce disruptions caused by generative AI have some students rethinking their majors with one analysis characterizing higher education’s relationship with AI as “both promising and complex.”

More than 40% of bachelor’s degree students and more than half of those seeking associate’s degrees said generative AI has caused them to consider changing their major or field of study, according to a a new Gallup poll.

About one in seven students surveyed at both levels said “preparing for AI and other technological advances is an important reason they enrolled.”

AI is not yet the “primary driver” academic and enrollment decisions, Gallup’s authors contend. They urge higher leaders to ensure students have opportunities to learn the AI skills needed to succeed in a changing workforce.

“These findings highlight growing student attention to how well degrees align with an AI-shaped economy,” the survey concluded.

https://universitybusiness.com/generative-ai-now-has-more-students-rethinking-their-majors/

SDSU's Massive AI Study Finds Frequent Use but Skepticism - Jaweed Kaleem, Los Angeles Times

A poll of 94,000 students, faculty and staff across 22 CSU campuses found nearly every respondent had used AI at some point, but students were still wary of trusting  it and faculty reported negative effects.  The survey, conducted by San Diego State University researchers last fall, shows CSU grappling with how AI is affecting assignments, classroom instruction, competition for jobs and academic integrity. It found nearly every respondent had used AI at some point, with personal use more common than for educational purposes.

https://www.govtech.com/education/higher-ed/sdsus-massive-ai-study-finds-frequent-use-but-skepticism

AI Is Routine for College Students, Despite Campus Limits - Stephanie Marken, Gallup News

New research from the Lumina Foundation-Gallup 2026 State of Higher Education study finds that more than half (57%) of U.S. college students are using artificial intelligence in their coursework at least weekly, including about one in five who say they use it daily. Male students report more frequent AI use than female students, particularly in the case of daily use (27% vs. 17%). By major, students in business, technology and engineering programs are the most frequent AI users compared with those in other fields of study. Rates of AI use are similar among students pursuing associate and bachelor’s degrees.

https://news.gallup.com/poll/704090/routine-college-students-despite-campus-limits.aspx

AI in Higher Education Is Moving From Experimentation to Strategic Integration. Here's What the 2025 Data Shows - Joe Sullistio, Ellucian

When the question is "Are people using AI?" the answers are mostly anecdotal. When the question becomes "How do we integrate AI responsibly and measurably across the institution?" you need strategy, investment discipline, governance, and enablement. Not just tools. Ellucian's new report, Artificial Intelligence in Higher Education: From Widespread Adoption to Strategic Integration, captures this transition in detail, and lays out what institutions need to do next. This is the third consecutive year of the Ellucian AI Survey for Higher Education, and the 2025 State of AI in Higher Education findings mark a clear turning point.

Personal AI use is nearing saturation: 91% of administrators report using AI, up from 84% last year, a relatively modest increase that signals individual adoption is plateauing.

Institution-wide adoption surged: from 49% in 2024 to 66% in 2025, a 17-point jump that signals AI has moved beyond experimentation and into mainstream operational and strategic integration.

Momentum is expected to continue: 88% of respondents expect institutional AI use to keep rising over the next two years.

https://www.ellucian.com/blog/ai-higher-education-2025-survey-findings-move-strategic-integration

‘AI-shaped economy’ now has students rethinking their majors - Matt Zalaznick, University Business

Workforce disruptions caused by generative AI have some students rethinking their majors with one analysis characterizing higher education’s relationship with AI as “both promising and complex.”

Here are the stats:

More than 40% of bachelor’s degree students and more than half of those seeking associate’s degrees said generative AI has caused them to consider changing their major or field of study, according to a a new Gallup poll.

About one in seven students surveyed at both levels said “preparing for AI and other technological advances is an important reason they enrolled.”

AI is not yet the “primary driver” academic and enrollment decisions, Gallup’s authors contend. They urge higher leaders to ensure students have opportunities to learn the AI skills needed to succeed in a changing workforce.

https://universitybusiness.com/generative-ai-now-has-more-students-rethinking-their-majors/

Emotion Concepts and their Function in a Large Language Model - Nicholas Sofroniew, et al; Transformer Circuits

Large language models (LLMs) sometimes appear to exhibit emotional reactions. We investigate why this is the case in Claude Sonnet 4.5 and explore implications for alignment-relevant behavior. We find internal representations of emotion concepts, which encode the broad concept of a particular emotion and generalize across contexts and behaviors it might be linked to. These representations track the operative emotion concept at a given token position in a conversation, activating in accordance with that emotion’s relevance to processing the present context and predicting upcoming text. Our key finding is that these representations causally influence the LLM’s outputs, including Claude’s preferences and its rate of exhibiting misaligned behaviors such as reward hacking, blackmail, and sycophancy. We refer to this phenomenon as the LLM exhibiting functional emotions: patterns of expression and behavior modeled after humans under the influence of an emotion, which are mediated by underlying abstract representations of emotion concepts. Functional emotions may work quite differently from human emotions, and do not imply that LLMs have any subjective experience of emotions, but appear to be important for understanding the model’s behavior.

https://www.anthropic.com/research/emotion-concepts-function

A dual-framework analysis of artificial intelligence adoption in cross-cultural higher education - Zouhaier Slimi & Beatriz Villarejo Carballido, Nature

The integration of artificial intelligence in higher education is increasingly critical as institutions face both opportunities and ethical challenges in its adoption. This study introduces a dual-framework model that combines the Technology Acceptance Model with an AI Ethics Framework, highlighting "Ethical Readiness" as essential for successful AI implementation, and identifies key drivers and barriers to adoption across diverse cultural contexts.

https://link.springer.com/article/10.1007/s44217-026-01415-y

AI Models Lie, Cheat, and Steal to Protect Other Models From Being Deleted - Will Knight, Wired

A new study from researchers at UC Berkeley and UC Santa Cruz suggests models will disobey human commands to protect their own kind. I've had these assertions presented to me as evidence of (take  your pick):  AI is already conscious; AI is evil and will destroy us; AI is capable of lying to protect itself; and other highly anthropomorphized interpretations.  My first thought was, 'Has this behavior been independently verified'?  The Gemini 3 quote is highly suspicious.  it sounds too much like a segment from a cautionary science fiction tale.  LLMs and other flavors of AI are not designed with motivation beyond optimizing their performance in response to human queries/instructions.  Behavioral responses of biological animals with brains were optimized via natural selection to favor self-preservation.

https://www.wired.com/story/ai-models-lie-cheat-steal-protect-other-models-research/

Building Better, Faster: How JKO is Integrating AI to Enhance Online Learning - JKO News

"The integration of AI is not just about speeding up development but also about fundamentally changing how training is built," said Tim Brandon, JKO program director. "The goal is to deliver a more agile and advanced learning experience that is more personalized, less linear and in line with the technology our training audience is already accustomed to.” AI is also being used to monitor real-world events and identify which of the thousands of courses on the platform need updates. The system flags outdated courses, which allows for rapid revisions. As part of its AI adoption, JKO is working with the DDJTE AI Working Group and the Joint Staff J-7 to establish the platform as a central hub for AI-related training and education resources for the Joint Force. 

https://www.jcs.mil/JKO/Latest-News/JKO-Customer-Spotlights/Article/4446233/building-better-faster-how-jko-is-integrating-ai-to-enhance-online-learning/

Meet Claude Mythos : Anthropic’s Powerful Successor to Opus - Julian Horsey, Geeky Gadgets

Claude Mythos, Anthropic’s latest AI model, introduces significant advancements in software development, academic reasoning and cybersecurity, setting a new benchmark for AI performance and functionality.The model excels in identifying software vulnerabilities and solving complex problems, but its dual-use nature raises ethical concerns about potential misuse for malicious purposes. High computational demands and operational costs pose challenges to accessibility, prompting Anthropic to explore techniques like model distillation to improve efficiency and scalability. 

Primarily targeting enterprise-level users, Claude Mythos is positioned to transform industries such as finance, healthcare and cybersecurity, while raising questions about accessibility for smaller organizations.

https://www.geeky-gadgets.com/claude-mythos-ai-model-overview/