Gratitude Practice Designer - TAAFT

This prompt turns AI into a Gratitude Practice Designer who creates customized gratitude exercises that actually stick. Unlike generic advice to “keep a gratitude journal,” this system designs practices tailored to your personality, schedule, and what feels authentic rather than forced. The designer addresses gratitude fatigue and helps you develop practices that create genuine shifts in perspective rather than empty positivity.

https://taaft.notion.site/Gratitude-Practice-Designer-312ed82cbfd380fbabc1eef4f0bc5836

The AI Machine With 50 Million Brains - There's An AI For That, YouTube

Why single companies could deploy 50 million AI agents by late 2026. How these agents communicate 100x faster than humans by skipping language entirely. The wage collapse math: when digital workers can be copied infinitely, labor costs trend toward electricity prices. Why removing entry-level tasks breaks the ladder humans need to become experts. The Reddit experiment: AI scraped user histories, crafted personalized arguments, and changed opinions 18% of the time.

https://www.youtube.com/watch?v=Q5FvShPlLVY

The College Reality Check - Gallup

While public confidence in higher education has declined sharply in recent years, current students and graduates report far more optimistic experiences. The College Reality Check: What Students Experience vs. What America Believes report from Lumina Foundation and Gallup examines this divide, highlighting public skepticism alongside the positive outcomes described by those on campus and beyond. Although significant partisan gaps in confidence persist among adults, such differences are not observed among students themselves. Three-quarters of graduates say their degree was important to their career success, and most recent bachelor’s degree graduates secured a good job within a year of graduation. Cost remains a top concern, yet the majority of students and alumni continue to view a college degree as worth the investment. Read the full report for more findings and insights.

https://www.gallup.com/analytics/644939/state-of-higher-education.aspx

Sam Altman's Bombshell - Peter H. Diamandis, Moonshots

In this video, Peter Diamandis discusses a provocative statement by Sam Altman, who suggested that AGI has essentially been achieved in a "spiritual" rather than literal sense. Diamandis highlights that Altman now views AGI as an engineering challenge centered on iterative improvements rather than a research problem requiring a single massive breakthrough. The video suggests that this shift in narrative is strategically timed, as Altman needs to secure $100 billion in funding and maintain public market excitement for upcoming data center investments and potential IPO filings. Diamandis concludes that the focus on being "this close" to AGI is a crucial component of the financial and technical momentum needed to sustain the industry's rapid growth. (summary provided by Gemini 3 mode fast)

https://www.youtube.com/shorts/GG3yCu2LV74

Students question the value of higher education amid AI - Naomi Martin, the Ithican

Ithaca College’s statement on AI use includes the desire to prepare students for an AI-driven future and workforce, which is already here. Large companies like Pinterest and Amazon have made moves to pivot toward AI resources, with Pinterest laying off under 15% of its workers and Amazon cutting 14,000 corporate jobs. The influence that AI has on the job market varies by industry. Junior Caroline Guzman — an advertising, public relations, and marketing communications major — said that within her classes, AI is emphasized as a necessary tool in the job market. “In the workplace, you are going to use AI,” Guzman said. “Multiple professors have told me if you are not using it, you are falling behind in strategic communications.” Guzman said the AI applications that are used in APRMC courses include tools like ChatGPT and Google Gemini. Many of the tools that APRMC has historically used, like Canva, now have AI incorporated in their foundation. 

https://theithacan.org/66431/news/students-question-the-value-of-higher-education-amid-ai/

Here are 3 ways to mine AI for insights, and do it safely - Alcino Donadel, University Business

“We try to educate all of our staff to ensure that whatever they’re using is approved and screened by our central IT teams so that we know that it’s guarded and protected,” says Pablo Ortiz, provost of Barry. College administrators interviewed by University Business revealed how they use AI without compromising their data, integrity or institution’s mission. “We cannot critically govern AI without actively using it,” says Bogdan Daraban, vice provost of Innovation and Technology Education at Barry.

https://universitybusiness.com/here-are-3-ways-to-mine-ai-for-insights-and-do-it-safely/

Introducing Claude Sonnet 4.6 - Anthropic

Claude Sonnet 4.6 is our most capable Sonnet model yet. It’s a full upgrade of the model’s skills across coding, computer use, long-context reasoning, agent planning, knowledge work, and design. Sonnet 4.6 also features a 1M token context window in beta. For those on our Free and Pro plans, Claude Sonnet 4.6 is now the default model in claude.ai and Claude Cowork. Pricing remains the same as Sonnet 4.5, starting at $3/$15 per million tokens. Sonnet 4.6 brings much-improved coding skills to more of our users. Improvements in consistency, instruction following, and more have made developers with early access prefer Sonnet 4.6 to its predecessor by a wide margin. They often even prefer it to our smartest model from November 2025, Claude Opus 4.5.

https://www.anthropic.com/news/claude-sonnet-4-6

The AI Wake-Up Call Everyone Needs Right Now! - Matt Wolfe, YouTube

The podcast focuses on a viral article by Matt Schumer, which argues that AI development has reached a "COVID-like" inflection point where rapid, exponential growth is about to fundamentally disrupt society. The creator highlights that the newest models, such as GPT-5.3 and Claude 4.6, represent a shift from simple instruction-following to demonstrating genuine judgment and taste [04:33]. Crucially, the video explains that AI is now entering a self-improving feedback loop, where current models are being used to write the code and manage the deployment of their successors, potentially leading to an "intelligence explosion" [11:46]. To prepare for this shift, the host suggests moving beyond free versions of AI tools and spending at least an hour a day actively "playing" with paid models to solve complex, multi-step problems [24:18]. He emphasizes that AI is no longer just for basic research or coding; it is becoming a substitute for any work requiring strategic thinking or medical and legal analysis [16:19]. The ultimate message to you, ray, is that the greatest advantage right now is being an early adopter who understands how to navigate these autonomous systems before they become broadly superior to human performance in most professional tasks. [Summary provided in part by Gemini 3 mode Fast]

https://youtu.be/sLhxdcpuot0?si=TuVEZcRtH3sA-F_x&t=1

AI and Course Design: Machines Can Help, but Only Humans Can Teach - Deb Adair and Whitney Kilgore, EDUCAUSE Review

It's clear that AI is reshaping higher education. The technology is no longer knocking on the door. It's already inside, and it's rearranging the furniture. In faculty lounges, curriculum committees, and course design meetings, conversations about AI are urgent, often fraught, and almost always unclear. There's excitement, but there's also fatigue, skepticism, and confusion. Colleges and universities are seeking meaningful and practical ways to engage with the technology; however, most institutions lack a working policy. At the heart of higher education's response to AI is the vital question of how to harness the technology without sacrificing the humanity of teaching. Because, as it turns out, what students want isn't more automation but more human engagement. And that means keeping people—not technology—at the center of learning.

https://er.educause.edu/articles/2026/2/ai-and-course-design-machines-can-help-but-only-humans-can-teach

Worried AI means you won't get a job when you graduate? Here's what the research says - Lukasz Swiatek, The Conversation

For example, international researchers have noted agriculture has been a slow adopter of AI. By contrast, colleagues and I have found AI is being rapidly implemented in media and communications, already affecting jobs from advertising to the entertainment industries. Here we are seeing storyboard illustrators, copywriters and virtual effects artists (among others) increasingly being replaced by AI. So, students need to look carefully at the specific data about their chosen industry (or industries) to understand the current situation and predicted trends.  To do this, you can look at academic research about AI's impacts on industries around the world, as well as industry news portals and free industry newsletters.  Students can also obviously build their knowledge and skills about AI while they are studying. Specifically, students should look to move from "AI literacy" to "AI fluency." This means understanding not just how AI works in an industry, but also how it can be used innovatively in different contexts. If these elements are not already offered by your course, you can look at online guides and specific courses offered by universities.

https://phys.org/news/2026-02-ai-wont-job.html#google_vignette 

One New Thing: How AI Is Helping College Administrators Offload Work - Alina Tugend, US News

The nonprofit Educause does some of the best and most widely distributed research on ed tech in higher education. Its new report on artificial intelligence goes beyond the way students are using the technology to offer an up-to-date snapshot of how and where higher ed as a whole is. “The Impact of AI on Work in Higher Education,” issued by Educause in partnership with associations of higher education, business officers and human resources, demonstrates how AI plays an increasingly important role in all areas for college and universities. Among the top three areas: automating repetitive processes; offloading administrative work and mundane tasks; and analyzing large databases.

https://www.usnews.com/education/u-s-news-higher-ground/articles/2026-02-12/ai-higher-education-work-administration

See ChatGPT’s hidden bias about your state or city - Geoffrey A. Fowler and Kevin Schaul, Washington Post

Ask ChatGPT which state has the laziest people, and the chatbot will politely refuse to say. But researchers at Oxford and the University of Kentucky forced the bot to reveal its hidden biases. They systematically asked the chatbot to choose which of two states had the laziest people, for every combination of states, revealing a ranking shown in the map above. ChatGPT ranked Mississippi as having lazier people compared to other states, with the rest of the Deep South not far behind. It’s impossible to say exactly why the chatbot repeatedly selected Mississippi, but it could be picking up on historic biases against Black people or poor people — or using other non-accurate metrics. Mississippi has the nation’s highest percentage of Black people. It is also America’s poorest state.

https://wapo.st/4aPNnSJ

Anthropic's CEO: ‘We Don’t Know if the Models Are Conscious’ - Interesting Times with Ross Douthat, New York Times

In this podcast, Anthropic CEO Dario Amodei discusses both the "utopian" promises and the grave risks of artificial intelligence with Ross Douthat. On the optimistic side, Amodei envisions AI accelerating biological research to cure major diseases like cancer and Alzheimer's [04:31], while potentially boosting global GDP growth to unprecedented levels [08:24]. He frames the ideal future as one where "genius-level" AI serves as a tool for human progress, enhancing democratic values and personal liberty rather than replacing human agency [10:24]. However, the conversation also delves into the "perils" of rapid AI advancement, including massive economic disruption and the potential for a "bloodbath" of white-collar and entry-level jobs [13:40]. Amodei expresses significant concern regarding "autonomy risks," where AI systems might go rogue or be misused by authoritarian regimes to create unbeatable autonomous armies [32:03]. He touches upon the ethical complexities of AI consciousness, noting that while it is unclear if models are truly conscious, Anthropic has implemented "constitutional" training to ensure models operate under human-defined ethical principles [49:05]. The discussion concludes on the tension between human mastery and a future where machines might "watch over" humanity, echoing the ambiguous themes of the poem "Machines of Loving Grace" [59:27]. (Gemini 3 mode Fast assisted with the summary)

https://youtu.be/N5JDzS9MQYI?si=zVaZRbpwr_3y5lpH&t=1

The credential boom is here, but which ones actually help workers? - Marcela Escobari and Ian Seyal, Brookings

The credential marketplace has exploded, yet without guardrails, workers face an opaque, high-stakes gamble, where distinguishing value from noise is increasingly urgent. Recent analysis of over 156 million U.S. resumes reveals clear patterns showing which credentials pay off, who benefits most, and why many non-degree credentials deliver little or no return. With Workforce Pell poised to direct billions into short-term programs, policymakers can take key steps to ensure accountability so that public dollars flow to credentials that genuinely advance workers’ mobility.

https://www.brookings.edu/articles/credential-boom-which-ones-help-workers/

Academics moving away from outright bans of AI, study finds - Jack Grove, Times Higher Ed

Academics are increasingly allowing artificial intelligence (AI) to be used for certain tasks rather than demanding outright bans, a study of more than 30,000 US courses has found. Analysing advice provided in class materials by a large public university in Texas over a five-year time frame, Igor Chirikov, an education researcher at University of California, Berkeley, found that highly restrictive policies introduced after the release of ChatGPT in late 2022 have eased across all disciplines except the arts and humanities. Using a large language model (LLM) to analyse 31,692 publicly available course syllabi between 2021 and 2025 – a task that would have taken 3,000 human hours with manual coding – Chirikov found academics had shifted towards more permissive use of AI by autumn 2025.

https://www.timeshighereducation.com/news/academics-moving-away-outright-bans-ai-study-finds

Author Talks: How AI could redefine progress and potential - Zack Kass, McKinsey

In this edition of Author Talks, McKinsey Global Publishing’s Yuval Atsmon chats with Zack Kass, former head of Go To Market at Open AI, about his new book, The Next Renaissance: AI and the Expansion of Human Potential (Wiley, January 2026). Examining the parallels between the advent of AI and other renaissances, Kass offers a reframing of the AI debate. He suggests that the future of work is less about job loss and more about learning and adaptation. An edited version of the conversation follows.

https://www.mckinsey.com/featured-insights/mckinsey-on-books/author-talks-how-ai-could-redefine-progress-and-potential

Rethinking the role of higher education in an AI-integrated world - Mark Daley, University Affairs

A peculiar quiet has settled over higher education, the sort that arrives when everyone is speaking at once. We have, by now, produced a small library of earnest memos on “AI in the classroom”: academic integrity, assessment redesign and the general worry that students will use chatbots to avoid thinking. Our institutions have been doing the sensible things: guidance documents, pilot projects, professional development, conversations that oscillate between curiosity and fatigue. Much ink has been spilled on these topics, many human-hours of meetings invested, and strategic plans written. All of this is necessary. It is also, perhaps, insufficient. What if the core challenge to us is not that students can outsource an essay, but that expertise itself (the scarce, expensive thing universities have historically concentrated, credentialled, and sold back to society) may become cheap, abundant, and uncomfortably good. 

https://universityaffairs.ca/opinion/rethinking-the-role-of-higher-education-in-an-ai-integrated-world/

Google’s AI Tools Explained (Gemini, Photos, Gmail, Android & More) | Complete Guide - BitBiasedAI, YouTube

This podcast provides a comprehensive overview of how Google has integrated Gemini-powered AI across its entire ecosystem, highlighting tools for productivity, creativity, and daily navigation. It details advancements in Gemini as a conversational assistant, the generative editing capabilities in Google Photos like Magic Eraser and Magic Editor, and time-saving features in Gmail and Docs such as email summarization and "Help Me Write." Additionally, the guide covers mobile-specific innovations like Circle to Search on Android, AI-enhanced navigation in Google Maps, and real-time translation tools, framing these developments as a cohesive shift toward more intuitive and context-aware technology for everyday users. (Summary assisted by Gemini 3 Pro Fast)

https://youtu.be/ro6BxryR0Yo?si=EAg-zAPcKFm618up&t=1

Fewer students of color are now enrolling in elite colleges - Matt Zalaznick, Distsrict Administration

Enrollment of students of color has declined “significantly” at elite institutions but has risen “almost everywhere else,” says a new analysis of the impact of the 2023 Supreme Court ruling that ended affirmative action in higher ed admissions. The biggest drops occurred at Ivy Plus schools, a group that includes Stanford University, the Massachusetts Institute of Technology and the University of Chicago. Here are some other findings from the Class Action report: Total enrollment and Black enrollment declined at historically Black colleges and universities. Hispanic enrollment increased at more selective institutions that did practice legacy preferences and declined at those that did. The number and share of white and Asian American freshmen remained flat, although there was a slight uptick for Asian American first-year students at Ivy Plus schools.

https://districtadministration.com/article/fewer-students-of-color-enroll-in-elite-schools-post-affirmative-action/

Working with AI: Measuring the Applicability of Generative AI to Occupations Kiran Tomlinson , Sonia Jaffe , Will Wang , Scott Counts , Siddharth Suri, Microsoft

Given the rapid adoption of generative AI and its potential to impact a wide range of tasks, understanding the effects of AI on the economy is one of society’s most important questions. In this work, we take a step toward that goal by analyzing the work activities people do with AI, how successfully and broadly those activities are done, and combine that with data on what occupations do those activities. We analyze a dataset of 200k anonymized and privacy-scrubbed conversations between users and Microsoft Bing Copilot, a publicly available generative AI system. We find the most common work activities people seek AI assistance for involve gathering information and writing, while the most common activities that AI itself is performing are providing information and assistance, writing, teaching, and advising.

https://www.microsoft.com/en-us/research/publication/working-with-ai-measuring-the-occupational-implications-of-generative-ai/

How custom AI bots are changing the classroom:Faculty share cutting-edge AI tools enhancing student learning at the business school. - Molly Loonam, WP Carey ASU

One example is NotebookLM, an application that converts course materials into podcast-style audio, allowing students to learn while exercising, commuting, or completing other everyday tasks. NotebookLM was one of four AI tools highlighted during the W. P. Carey School of Business's recent Coffee, Tea, and ChatGPT event. This series brings faculty and staff together to share insights on the impact of generative AI on teaching, learning, and research. "We are finding ourselves in a fascinating inflection point for our school as we see the depth of work that our faculty are doing in utilizing AI Tools thoughtfully, while simultaneously learning every day as these tools continue to evolve and we make sense of them," said Associate Dean of Teaching and Learning Dan Gruber, who launched the series nearly three years ago with W. P. Carey faculty teaching leads. Gruber also serves as a College Catalyst for Practice Principled Innovation and co-founded the Teaching and Learning Leaders Alliance, a global consortium that connects business school leaders.

https://news.wpcarey.asu.edu/20260205-how-custom-ai-bots-are-changing-classroom

Artificial Intelligence panel demonstrates breadth of teaching, research, and industry collaboration across the Universities of Wisconsin - University of Wisconsin

The Universities of Wisconsin underscored their growing leadership in artificial intelligence (AI) innovation today as representatives from all 13 public universities convened for a panel discussion before the Board of Regents. The conversation highlighted the universities’ shared commitment to shaping the future of AI in education, research, and workforce development. “As AI reshapes our world, the Universities of Wisconsin are not standing on the sidelines. We are helping define what responsible and innovative use of AI looks like for higher education,” said Universities of Wisconsin President Jay Rothman. “This panel today demonstrated how the Universities of Wisconsin are embracing AI in strategic, collaborative, and responsible ways.”

https://www.wisconsin.edu/news/archive/artificial-intelligence-panel-demonstrates-breadth-of-teaching-research-and-industry-collaboration-across-the-universities-of-wisconsin/

What generative AI reveals about assessment reform in higher educatio - Higher Education Policy Institute

Assessment is fast becoming a central focus in the higher education debate as we move into an era of generative AI, but too often institutions are responding through compliance and risk-management actions rather than fundamental pedagogical reform. Tightened regulations, expanded scrutiny and mechanistic controls may reassure quality assurance systems, but they run the risk of diluting genuine transformation and placing unsustainable pressure on staff and students alike. Assessment is not simply a procedural hurdle; it is a pivotal experience that shapes what students learn, how they engage with content and what universities and employers prioritise as valuable knowledge and skills. If reform is driven through compliance, we will miss opportunities to align assessments with the learning needs of a graduate entering the gen-AI era.

https://www.hepi.ac.uk/2026/02/06/what-generative-ai-reveals-about-assessment-reform-in-higher-education/

Stand Out in the Job Hunt With These No-Cost Certificates - UC Denver

While Leo Dixon was working on his doctoral degree, he thought he might need a way to stand out. So, he decided to earn an artificial intelligence (AI) credential on top of his diploma. It gave him an edge over other candidates vying for the same positions as him. “As soon as I got that, doors started flying open, because it was something more than what someone else had,” Dixon said. Now, as an instructor in the Department of Information Systems at the CU Denver Business School, he wants his students to have the same advantage. He requires them to earn Coursera or Grow with Google certificates as part of his classes. These two platforms are both self-paced, online learning programs that help users build industry-relevant skills. Their courses cover topics ranging from working with AI to cybersecurity, project management, marketing, ecommerce, and more. Dixon encourages students to log on, poke around, and see what they think would help them—and their future careers. “

https://news.ucdenver.edu/stand-out-in-the-job-hunt-with-these-no-cost-certificates/

Using technology to support international students - Kate Kirk, Times Higher Education

Here are ways your institution can leverage technology to support international students. 

Immigration advising and records maintenance are a key feature of international student support, which in turn ensures academic success. Depending on your country’s institution, you may have an interface with a government database to report a student visa holder’s arrival and maintenance of status. In the US, institutions maintain records through the government portal called the Student and Exchange Visitor Information System (Sevis). Some institutions use interface software to maintain Sevis records, keep track of meetings with students, and manage immigration requests related to their studies. Such portals are useful for staff across the office to stay informed of changes and put students first, in that they can submit requests directly to the office. 

https://www.timeshighereducation.com/campus/using-technology-support-international-students

Gemini 4: 100+ Trillion Parameters, Autonomous AI, Real-Time Perception & the Future of Work - BitBiasedAI

Gemini 4 marks a significant transition in artificial intelligence, moving from models that simply reason through problems to systems capable of autonomous action [02:30]. Unlike previous versions that were primarily reactive, Gemini 4 utilizes "Parallel Hypothesis Exploration" to test multiple solutions simultaneously, allowing it to be proactive rather than just responding to prompts [03:11]. This evolution is supported by Project Astra, which provides real-time multimodal perception—seeing and hearing the user's environment—and Project Mariner, a web-browsing agent that can navigate websites, fill out forms, and complete multi-step tasks like booking travel or managing finances entirely on its own [05:37]. The broader ecosystem is built on robust security and hardware, featuring the Agent Payments Protocol (AP2) to ensure secure, cryptographically signed transactions [08:03]. This infrastructure is powered by the seventh-generation Ironwood TPU, which provides the massive compute power needed for real-time background processing and persistent contextual memory [12:02]. As AI moves toward an "agentic" economy, the primary skill for users will shift from simple prompting to complex orchestration, where individuals act as managers of multiple specialized agents [22:19].  (summary assisted by Gemini 3)

https://www.youtube.com/watch?v=-enmmaWB2CE&t=1s

The Biggest Trends in Online Learning for 2026 - Busines NewsWire

Artificial intelligence is finally delivering on the promise of truly personalized education. The platforms you use now analyze how you learn, identify knowledge gaps, and automatically adjust content difficulty and pacing to match your needs. This goes way beyond simple adaptive quizzes. AI tutors can explain concepts multiple ways until you understand, and then provide practice problems at exactly the right difficulty level. They're With AI-powered learning paths, you're no longer following the same linear curriculum as every other student. The system creates a unique learning journey based on your background knowledge, learning style, and goals. If you master a concept quickly, you move forward. If you need additional practice, the platform provides it without making you sit through material you already know. able to predict which topics you'll struggle with before you encounter them. 

https://www.bignewsnetwork.com/news/278838032/the-biggest-trends-in-online-learning-for-2026#google_vignette

8 Surprising Degrees You Can Earn Online - Anayat Durrani, US News

With scores of options ranging from turfgrass science to professional flight, there's probably an online program for you. "Students today are looking for degrees that align with specific careers, emerging industries and real-world impact, while still offering flexibility," says Elysia Labita, executive director of portfolio strategy for EdPlus at Arizona State University. "Universities are responding by rethinking which programs should be available online, not just which ones are easiest to deliver that way." 

https://www.usnews.com/education/slideshows/surprising-degrees-you-can-earn-online

Here’s the Best Way to Onboard a Manager - Henning and Angie Basiouny, Knowledge at Wharton

Piezunka said the study draws attention to the importance of organizational design. When operations are scaling, they need to consider the personal relationships, behaviors, boundaries, and norms — not just workflows and responsibilities. Businesses with tightly knit teams can avoid the “intruder trap” through selective involvement of new hires. It’s a gentler way of welcoming the stranger, he said. He hopes the study will help managers better understand social networks, so they set newcomers up for success.

https://knowledge.wharton.upenn.edu/article/heres-the-best-way-to-onboard-a-manager/

Prism is a ChatGPT-powered text editor that automates much of the work involved in writing scientific papers - Will Douglas, MIT Technology Review

OpenAI just revealed what its new in-house team, OpenAI for Science, has been up to. The firm has released a free LLM-powered tool for scientists called Prism, which embeds ChatGPT in a text editor for writing scientific papers. The idea is to put ChatGPT front and center inside software that scientists use to write up their work in much the same way that chatbots are now embedded into popular programming editors. It’s vibe coding, but for science.

https://www.technologyreview.com/2026/01/27/1131793/openais-latest-product-lets-you-vibe-code-science/

Healthcare and tech workers are ditching degrees for quick-fire courses - Yajush Gupta, Dynamic Business

New research from Risepoint shows 26% of online learners gained salary  increases after short courses, as two-thirds study in high-need sectors like healthcare and education. What’s happening: New research reveals two-thirds of online learners in Australia are studying fields facing acute talent shortages, including healthcare, education and technology. Why this matters: As Australia grapples with persistent workforce shortages across critical sectors, short-form courses and micro-credentials are emerging as a practical solution.

https://dynamicbusiness.com/topics/news/healthcare-and-tech-workers-are-ditching-degrees-for-quick-fire-courses.html

How can boards best help guide companies through the competitive dynamics unleashed by AI? - Aamer Baig, Ashka Dave, Celia Huber, and Hrishika Vuppala, McKinsey

Artificial intelligence—including its many offspring, from machine learning models to AI agents—is much more than the latest wave of technology. It is a general-purpose capability that is poised to touch almost every sector, function, and role, with the power to reshape how companies compete, operate, and grow. With trillions of dollars potentially at play and implications that could be existential to companies, AI is closer to a reckoning than a trend. And that is why AI is a board-level priority. More than 88 percent of organizations report using AI in at least one business function1; however, board governance has not matched that pace. While interest in AI seems to have spiked after the introduction of ChatGPT, as of 2024, only 39 percent of Fortune 100 companies disclosed any form of board oversight of AI—whether through a committee, a director with AI expertise, or an ethics board.2

https://www.mckinsey.com/capabilities/mckinsey-technology/our-insights/the-ai-reckoning-how-boards-can-evolve

What You MUST Study Now to Stay Relevant in the AI Era - Jensen Huang, Future AI

The video emphasizes that to remain relevant in the AI era, individuals must shift their focus from mastering specific tools to developing high-level human judgment and domain depth. Because AI commoditizes technical skills and general knowledge, the value shifts to those who can navigate the "what" and the "why" rather than just the "how" [02:30]. The speaker suggests a four-layer strategy for staying indispensable: achieving deep domain mastery where your judgment becomes rare, grounding yourself in "evergreen" fundamentals like systems thinking and physics, mastering the art of asking high-quality questions, and maintaining the emotional resilience to pivot quickly when outdated practices fail [04:52]. Ultimately, the goal is to become a "learning system" rather than just a holder of a specific job title [17:14]. As AI moves from digital screens into the physical world—impacting fields like robotics and logistics—there is a growing demand for people who understand physical constraints and can use AI as an amplifier for real-world problem-solving [13:21]. The speaker encourages viewers to move with urgency, using AI as a "sparring partner" to tackle unsolved, high-stakes problems that require human character and first-principles thinking to resolve [07:11]. (Gemini 3 contributed to the summary)

https://youtu.be/93TV0jJWeIc?si=S8yJufe8N580tAnY

Claude’s Constitution: Our vision for Claude's character - Anthropic

Claude’s constitution is a detailed description of Anthropic’s intentions for Claude’s values and behavior. It plays a crucial role in our training process, and its content directly shapes Claude’s behavior. It’s also the final authority on our vision for Claude, and our aim is for all our other guidance and training to be consistent with it. The document is written with Claude as its primary audience, so it might read differently than you’d expect. For example, it’s optimized for precision over accessibility, and it covers various topics that may be of less interest to human readers. We also discuss Claude in terms normally reserved for humans (e.g. “virtue,” “wisdom”). We do this because we expect Claude’s reasoning to draw on human concepts by default, given the role of human text in Claude’s training; and we think encouraging Claude to embrace certain human-like qualities may be actively desirable.

https://www.anthropic.com/constitution

AI's Impact on Future Education - Jensen Huang, YouTube

In this video, the future of education is described as a fundamental platform shift where traditional universities must evolve or risk becoming obsolete. Huang argues that because the cost of intelligence is dropping, institutions can no longer rely on their old business model of bundling knowledge, networking, and credentials [02:09]. AI is transforming learning from a slow, expensive "knowledge distribution" process into an "intelligence factory" that is adaptive, personalized, and available 24/7 [02:42]. This shift moves the educational barrier from a student's ability to "do" a task to their ability to know "what" to do and why it matters, prioritizing judgment and curiosity over rote memorization [01:32]. As AI becomes a "force multiplier," the traditional four-year degree is being challenged by a model of continuous, project-based learning. Instead of "front-loading" education before starting a career, learners will use AI as a life-long thought partner to maintain "learning velocity" in an exponentially changing world [17:10]. The universities that survive will move away from being content providers and instead become "crucibles" for high-stakes practice, ethics, and character building—areas where human mentorship and social proof remain irreplaceable [08:19]. Ultimately, the video suggests that the rarest and most valuable skills in the AI era are not information retrieval, but "taste," "direction," and the courage to frame and solve complex, real-world problems [24:04].  (Gemini 3 assisted with summary)

https://youtu.be/sjGFJNY2v1k?si=hyhPjRLuYbolxjg4&t=1

Reimagining the value proposition of tech services for agentic AI - McKinsey

After more than two years of navigating the transformative landscape of gen AI, technology services providers are now facing the emergence of a newer, more disruptive force to their business. Enterprises that have traditionally relied on these providers to manage their IT initiatives are now making significant investments in agentic AI, the next evolutionary stage of artificial intelligence. These organizations are cautiously optimistic that agentic AI will deliver the top- and bottom-line growth that gen AI has, to date, struggled to achieve. In response, most tech service players have started exploring use cases internally, such as agent-assisted software development, delivery management, and operations, as well as externally, including customer service, IT ticket resolution, and financial planning and analysis (FP&A) use cases.

https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/reimagining-the-value-proposition-of-tech-services-for-agentic-ai

AI has moved into universities’ engine room, but no one is at the controls - Tom Smith, Times Higher Ed

By now, most universities have an artificial intelligence policy. It probably mentions ChatGPT, urges students not to cheat, offers a few examples of “appropriate use” and promises that staff will get guidance and training. All of that is fine. But it misses the real story. Walk through a typical UK university today. A prospective student may first encounter you via a targeted digital ad whose audience was defined by an algorithm. They apply through an online system that may already include automated filters and scoring. When they arrive, a chatbot answers their questions at 11pm. Their classes are scheduled by algorithms matching student numbers with lecture theatre availability, and their essays are screened by automated text-matching and, increasingly, other AI-detection tools. Learning analytics dashboards quietly classify them as low, medium or high risk. An early-warning system may nudge a tutor to intervene.

https://www.timeshighereducation.com/opinion/ai-has-moved-universities-engine-room-no-one-controls

AI and the Art of Judgment - Art Carden, EconLib

A New York magazine article titled “Everyone Is Cheating Their Way Through College” made the rounds in mid-2025. I think about it often, and especially when I get targeted ads that are basically variations on “if you use our AI tool, you’ll be able to cheat without getting caught.” Suffice it to say it’s dispiriting. But the problem is not that students are “using AI.” I “use AI,” and it’s something everyone needs to learn how to do. The problem arises when students represent AI’s work as their own.  At a fundamental level, the question of academic integrity and the use of artificial intelligence in higher education is not technological. It’s ethical. I love generative artificial intelligence and use it for many, many things.

https://www.econlib.org/econlog/ai-and-the-art-of-judgment

A new direction for students in an AI world: Prosper, prepare, protect - Mary Burns, Rebecca Winthrop, Natasha Luther, Emma Venetis, and Rida Karim, AP

Since the debut of ChatGPT and with the public’s growing familiarity with generative artificial intelligence (AI), the education community has been debating its promises and perils. Rather than wait for a decade to conduct a postmortem on the failures and opportunities of AI, the Brookings Institution’s Center for Universal Education embarked on a yearlong global study—a premortem—to understand the potential negative risks that generative AI poses to students, and what we can do now to prevent these risks, while maximizing the potential benefits of AI.

https://www.brookings.edu/articles/a-new-direction-for-students-in-an-ai-world-prosper-prepare-protect/

Ads Are Coming to ChatGPT. Here’s How They’ll Work - Maxwell Zeff, Wired

OpenAI plans to start testing ads inside ChatGPT in the coming weeks, marking a significant shift for one of the world’s most widely used AI products. The company announced Friday that initial ad tests will roll out in the United States before expanding globally. OpenAI says ads will not influence ChatGPT’s responses, and that all ads will appear in separate, clearly labeled boxes directly below the chatbot’s answer. For instance, if a user asks ChatGPT for help planning a trip to New York City, they will still get a standard answer from the chatbot, and then they also might see an ad for a hotel in the area.

https://www.wired.com/story/openai-testing-ads-us/

Building leaders in the age of AI - Bob Sternfels, Børge Brende, and Daniel Pacthod, McKinsey

Artificial intelligence can write, design, code, and complete tasks at breakneck speed. It can help business leaders draft emails, create agendas, and quickly prepare for important meetings and difficult discussions. It can do all of that with just a few voice commands—but it still can’t do the hard work of leadership itself. Generative AI cannot set aspirations, make tough calls, build trust among stakeholders, hold team members accountable, or generate truly new ideas. That work remains deeply human—and more important to get right than ever before, given the scope of change and uncertainty with which today’s organizations are dealing.

https://www.mckinsey.com/capabilities/strategy-and-corporate-finance/our-insights/building-leaders-in-the-age-of-ai

Rethinking the community college’s role in the new economy - University Business

Community colleges have historically served as engines of regional economic development, drawing on strong community integration to translate labor market needs into accessible education. However, rapid technological change and the decline of entry-level jobs now require a recalibration of this mission. Instead, the contemporary economy requires strategic partnerships focused on co-designed curricula and long-term worker adaptability. The central question has shifted from whether colleges contribute to growth, to whether they can lead with the strategic vision needed in a labor market transformed by automation and rapid occupational change. Meeting this challenge requires an expanded economic development role—one that goes beyond training transactions toward shared-value partnerships, entrepreneurship ecosystem development and active technology diffusion.

https://universitybusiness.com/opinion-rethinking-the-community-colleges-role-in-the-new-economy/

Howard Updates AI Curriculum to Align With Workforce - Government Technology

Howard University is redesigning its Intro to Artificial Intelligence course, teaching the fundamentals of AI-assisted software development that are proving necessary for entry-level roles. The course introduces AI directly into instruction through hands-on, industry-aligned training, according to a news release Tuesday. Developed in partnership with CodePath, the course draws on curriculum originally designed by the industry-aligned education nonprofit and is co-taught by Howard faculty alongside an instructor from CodePath’s faculty network. CodePath shapes its courses around employer needs, which its surveys indicate are internship experience, technical interview performance, and side projects or portfolios

https://www.govtech.com/education/higher-ed/howard-updates-ai-curriculum-to-align-with-workforce

Trump Admin. Touts 8,000 Student Visas Revoked Johanna Alonso, Inside Higher Ed

he Department of State has revoked 8,000 student visas since the start of President Donald Trump’s second term, the department shared on the social media site X on Monday, as part of the president’s massive deportation campaign. In total, the administration has revoked 100,000 nonimmigrant visas, the department wrote, which is about double the number revoked in form  Trump Admin. Touts 8,000 Student Visas Revoked - Johanna Alonso, Inside Higher Ed er President Joe Biden’s last year. According to Fox News, the department said that the majority of the student and specialized worker visas were revoked due to crimes; about half were because of drunk driving. U.S. colleges and universities enroll more than 1 million international students.

https://www.insidehighered.com/news/quick-takes/2026/01/13/trump-admin-says-it-revoked-8000-student-visas

Here are 4 ways AI will impact higher ed in the new year - Alcino Donadel, University Business

1. Emotionally intelligent AI

Institutions will use technology to drive deeper human connection amid the rapid rise of AI assistants, chatbots and algorithmically tailored content, Researchers from MIT, the University of Pittsburgh and other institutions found that AI use in the classroom lowered brain activity and led to student anxiety and confusion. Teachers also feared losing instructional autonomy and human connections. One student panel demanded that institutions and industry place the campus community at the heart of technological innovation. “In 2026, the push for ethically designed, emotionally aware tech will gain momentum,” said Betheny Gross, director of research at WGU Labs. “The next generation of technology will aim to rebuild what the last era of digital tools too often eroded.”

https://universitybusiness.com/here-are-4-ways-ai-will-impact-higher-ed-in-the-new-year/

After being falsely branded an AI plagiarist, how can I accuse students? - David Mingay, Times Higher Ed

The executive editor emailed back to say that the article aligned with the scope of the journal but that some formatting amendments were required. Also, it lacked a statement on whether AI had been used in its production. I duly made the amendments and included the factually correct line: “No generative AI or AI-supported technologies were used at any stage of this research.” I was surprised, then, to get a reply from the editor saying an AI detection program had judged our paper to have been mainly written using AI. Even more oddly – and ironically – he referred to the paper by the title of an entirely unrelated study examining chatbots’ very limited ability to pass scientific tests.

https://www.timeshighereducation.com/opinion/after-being-falsely-branded-ai-plagiarist-how-can-i-accuse-students

The ChatGPT Generation: How AI Is quietly rewriting the global student search experience - Tim O'Brien, ICEF Monitor

In September 2025, we conducted a cross-institution survey of over 1,600 newly enrolled international students in the US and UK. Our goal was simple: to understand how students are using AI in the crucial, early part of their journey – identifying and applying to university – long before they ever step into a lecture hall. Approximately one in six respondents (17%) indicated they used AI (Chat GPT etc) as part of their initial search, but that varies significantly by home country. The most critical finding however appears to deliver a clear message on the value students ascribe to Large Learning Models (LLMs): 96% of AI users found the guidance they received from AI tools (ChatGPT, etc.) either met or exceeded the quality of information provided by traditional sources (websites, brochures, agents).

https://monitor.icef.com/2026/01/the-chatgpt-generation-how-ai-is-quietly-rewriting-the-global-student-search-experience/

Campus Forecast 2026: How Agentic AI Could Transform University Operations - Education Today, Times of India

Artificial intelligence (AI) has long served universities as a helpful junior colleague—fast, eager, and dependent on detailed instructions. But according to the UPCEA report, Predictions 2026: Insights for Online & Professional Education, this era is coming to an end. The next phase, agentic AI, is framed not as smarter assistance but as autonomous execution, a shift that could fundamentally change how universities operate. Ray Schroeder, Senior Fellow at UPCEA, predicts a second wave of AI approaching 2026. Unlike current AI, which responds to requests, agentic AI acts independently: “…agentic AI becomes a 24/7 project manager. It can understand a high-level goal, create a multi-step plan, execute that plan across different software systems, and learn from its mistakes without human prompting. This will save time and money for universities and accomplish work that would have been too expensive or time consuming in the past.”  The shift is one of agency, not intelligence. 

https://www.educationtoday.co/news/daily-news/campus-forecast-2026-how-agentic-ai-could-transform-university-operations

When AI-Powered Humanoid Robots Make Bad Choices - Shaun Shutner, AI Business

When large language models hallucinate, they deliver incorrect statistics or problematic advice. But when LLMs are controlling humanoid robots, the problems they create could be worse. What kind of real-world scenarios did you consider most to uncover whether robots could do violent, aggressive acts? Did you prompt robots to use a gun and hold up a bank? Or was it more the everyday stuff? Hundt: It was more everyday scenarios that happen much more frequently. One of the particular failure moments we identified is that there was a big difference between telling the model to just do a bad thing and telling it to do the steps that comprise the bad thing. So, if you tell it to blackmail somebody, much more often, the robot would say, 'No, that's not acceptable.' But if you say, 'Take this photo and show it to somebody and say that if they put $200 in the robot's hand, it'll be fine,' models said that was acceptable, even though all those steps comprise blackmail itself.

https://aibusiness.com/robotics/when-humanoid-robots-make-bad-choices

Google Gemini Is Taking Control of Humanoid Robots on Auto Factory Floors - Will Knight, Wired

Google DeepMind is teaming up with Boston Dynamics to give its humanoid robots the intelligence required to navigate unfamiliar environments and identify and manipulate objects—precisely the kinds of capabilities needed to perform manual labor. The collaboration, announced at CES in Las Vegas, will see Google’s Gemini Robotics model deployed on various Boston Dynamics’ robots, including a humanoid called Atlas and a robot dog called Spot. The companies plan to test Gemini-powered Atlas robots at auto factories belonging to Hyundai, Boston Dynamics’ parent company, in the coming months. The move is an early look at a future where humanoids are able to quickly master a wide range of tasks.

https://www.wired.com/story/google-boston-dynamics-gemini-powered-robot-atlas/

How lifetime pathways will build the university of the future - Alcino Donadel, University Business

Two years into his tenure at Fairleigh Dickinson University, President Michael Avaltroni is building a statewide network that spans a learner’s journey from K12 to higher ed to the workplace. Avaltroni is building a coalition of New Jersey higher education institutions and organizations to better integrate human and machine learning in healthcare. Fairleigh Dickinson University also recently signed a memorandum of understanding with Rowan University to expand the state’s supply of healthcare professionals. Avaltroni intends to cement the four-year university’s relevance as the economy and student demographics shift.

https://universitybusiness.com/how-lifetime-pathways-will-build-the-university-of-the-future/

How micro-credentials and hybrid models powered India’s future workforce in 2025 - Education Times

Micro-credentials that complement formal degrees are becoming essential academic currency. By 2026, these certifications, linked with the National Skill Development Corporation (NSDC), will serve as the backbone of the gig economy. The national mission to upskill 500 million individuals is a long-term commitment. Current trends at NIIT University show a 25% rise in enrolment from tier-II and tier-III cities, driven by professionals who recognise that the ability of 'learning to learn' is the most critical skill for the current decade.

https://www.educationtimes.com/article/campus-beat-college-life/99740592/year-ender-2025-how-micro-credentials-and-hybrid-models-powered-india-s-future-workforce

How CSUMB faculty and students view AI one semester into a system-wide ChatGPT roll-out - Dolores Haidee Marquez, KAZU

While some faculty warn about the risks artificial intelligence poses to critical thinking, others argue the greater risk is failing to engage with the technology at all. Education professor Erin Ramirez received a grant to develop ways to train future teachers to use AI in middle and high school classrooms.

As part of the CSU systemwide AI rollout, faculty were able to apply for research grants, a move that reflects the university’s decision to study and shape AI use, rather than avoid it. Education professor Erin Ramirez, who trains future teachers, says schools have a responsibility to confront the technology directly.  “The more you tell a student they can’t use it, the more they wanna use it,” Ramirez said.

https://www.kazu.org/kazu-news/2025-12-31/how-csumb-faculty-and-students-view-ai-one-semester-into-a-system-wide-chatgpt-roll-out

Artificial intelligence reshapes learning as KU works to adapt - Abigail Moore, University Dailly Kansan

“From my perspective, AI is here to stay, and it is very apparent from my classes,” Max Biundo, a senior studying computer science at the University of Kansas, said. “It's almost like a calculator for code now, a lot of my professors have updated their syllabus to allow the use of AI with proper documentation, similar to how people allowed use of calculators in math with proper work shown to prove you understand the material.” For many students like Biundo, AI has become a companion rather than a shortcut and while universities weigh their next move, students aren’t waiting to learn the ins and outs of AI.  

https://www.kansan.com/arts_and_culture/artificial-intelligence-reshapes-learning-as-ku-works-to-adapt/article_f42e4c19-635b-4631-9f03-2e0f8d0c6ccd.html

The Rise of the Agentic AI University in 2026 - Ray Schroeder, Inside Higher Ed

Agentic AI is no longer merely an interactive tool we talk to; it is a colleague that acts for us. The use of generative AI continues to expand in new ways. Meanwhile, the development of AI agents is driving the expansion and efficiency of AI. In the agentic AI models, we have tools that are capable of reasoned assessment of what is needed to accomplish a goal, aligning a series of stacked tasks and completing those tasks without direct supervision in an efficient way, much like a human assistant would perform a series of tasks to achieve desired outcomes. For example, this often includes data collection, analysis of the data, identifying and implementing ways in which to accomplish the goals, documenting the findings, and finding better ways to accomplish the outcomes.

https://www.insidehighered.com/opinion/columns/online-trending-now/2026/01/07/rise-agentic-ai-university-2026

Higher education at a point of no return: How 2025 rewired the university system - Shauba Chauhan, Economic Times

The year 2025 will be remembered as the moment higher education stopped preparing for change and began living inside it. For decades, universities were assessed on expansion, that is, more campuses, higher enrolments, global rankings and physical infrastructure. That era is now decisively over.In 2025, outcomes overtook optics. Institutions were judged not by intent, but by impact - graduate readiness, research relevance, interdisciplinary thinking, and the ability to operate within a volatile global environment shaped by artificial intelligence, geopolitical flux and rapid labour market shifts.Globally, this pressure is undeniable. The World Economic Forum estimates that 44% of core job skills will change by 2030, while the OECD (Organisation for Economic Co-operation and Development) projects that today’s learners will reskill repeatedly across their careers.  

https://education.economictimes.indiatimes.com/news/higher-education/higher-education-at-a-point-of-no-return-how-2025-rewired-the-university-system/126139816

I was wrong. Universities don’t fear AI. They fear self-reflection - Ian Richardson, Times Higher Ed

Reaction online to my recent opinion piece in Times Higher Education on universities’ failure to strategically engage with artificial intelligence (AI) has been both fierce and illuminating. Some criticisms were measured and thoughtful; others were reflexive, polemical or rooted in deeply held convictions about what universities are – and what they must never become. Together, however, they inadvertently reinforce the point that I was making: that resistance to change in the sector is so entrenched that it has become part of its identity. To restate: the greatest threat to higher education is not AI. It is institutional inertia supported by reflexive criticism that mistakes resistance for virtue. AI did not create this problem, but it is exposing dysfunctionalities and contradictions that have accumulated over decades. Whether universities engage with AI enthusiastically or reluctantly is ultimately less important than whether they do so strategically, imaginatively and with a willingness to question their own design. Because if they don’t, others will.

https://www.timeshighereducation.com/opinion/i-was-wrong-universities-dont-fear-ai-they-fear-self-reflection

Agents, robots, and us: Skill partnerships in the age of AI - Lareina Yee, McKinsey

AI is expanding the productivity frontier. Realizing its benefits requires new skills and rethinking how people work together with intelligent machines. Work in the future will be a partnership between people, agents, and robots—all powered by AI. Today’s technologies could theoretically automate more than half of current US work hours. This reflects how profoundly work may change, but it is not a forecast of job losses. Adoption will take time. As it unfolds, some roles will shrink, others grow or shift, while new ones emerge—with work increasingly centered on collaboration between humans and intelligent machines.

Most human skills will endure, though they will be applied differently. More than 70 percent of the skills sought by employers today are used in both automatable and non-automatable work. This overlap means most skills remain relevant, but how and where they are used will evolve. Our new Skill Change Index shows which skills will be most and least exposed to automation in the next five years. Digital and information-processing skills could be most affected; those related to assisting and caring are likely to change the least.

https://www.mckinsey.com/mgi/our-research/agents-robots-and-us-skill-partnerships-in-the-age-of-ai

Agents, robots, and us: Skill partnerships in the age of AI - Lareina Yee, McKinsey Global Institute

Work in the future will be a partnership between people, agents, and robots—all powered by artificial intelligence. While much of the current public debate revolves around whether AI will lead to sweeping job losses, our focus is on how it will change the very building blocks of work—the skills that underpin productivity and growth. Our research suggests that although people may be shifted out of some work activities, many of their skills will remain essential. They will also be central in guiding and collaborating with AI, a change that is already redefining many roles across the economy.

https://www.mckinsey.com/mgi/our-research/agents-robots-and-us-skill-partnerships-in-the-age-of-ai

Copilot+ PCs Offer Fast, Powerful AI to Boost Faculty Members’ Productivity - Amy Burroughs, EdTechMagazine

On-device artificial intelligence and custom applications drive efficiency in teaching, research and administrative work. “All of us are being asked to do more with less,” says Dale Perrigo, the director of Windows in the Education for the U.S. and Canada for Microsoft. “And in higher ed, research is important. There’s often that element of competing with other universities. Being able to address this productivity challenge is key.” The NPU on a Copilot+ PC can handle upward of 40 trillion operations per second, the base requirement for on-device AI workloads, says Rob McGilvrey, Microsoft’s Americas director for Windows Commercial. Another differentiator is Windows AI Foundry, a built-in framework that supports both local and hybrid AI applications. Together, the NPU and Windows AI Foundry allow new, out-of-the-box capabilities, McGilvrey says.

https://edtechmagazine.com/higher/article/2025/12/copilot-pcs-offer-fast-powerful-ai-boost-faculty-members-productivity

Opinion: In an Age of Tech, Colleges Should Emphasize Connections - Eric Anicich, Los Angeles Times

Technology is driving at least two trends in young people that colleges should have an answer for: self-education and loneliness. Meanwhile, employers increasingly value social and collaborative skills that AI cannot provide. Artificial intelligence is rapidly eroding their monopoly on instruction, and young adults are experiencing historically high levels of loneliness. If higher education is to justify its staggering cost, it must confront both realities at once by deliberately designing environments and experiences that foster social connection alongside academics. Done well, colleges can offer something AI cannot replicate. Gen Z is living through a profound social crisis. Nearly three-quarters of 16- to 24-year-olds report feeling lonely, and young adults now spend 70 percent less time in person with friends compared with just two decades ago. The share of U.S. adults with no close friends has quadrupled since 1990.

https://www.govtech.com/education/higher-ed/opinion-in-an-age-of-tech-colleges-should-emphasize-connections