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/