The video explains that hallucinations are ingrained in the models' construction, functioning more as features than bugs. This is compared to human behavior, where guessing on a test might be rewarded, leading models to guess rather than admit uncertainty. The core issue is the absence of a system that rewards models for expressing uncertainty or providing partially correct answers. The proposed solution involves creating models that only answer questions when they meet a certain confidence threshold and implementing a new evaluation system. This system would reward correct answers, penalize incorrect ones, and assign a neutral score for "I don't know" responses. The video concludes by suggesting that the solution lies in revising how models are evaluated and how reinforcement learning is applied. (summary provided in part by Gemini 2.5 Pro)
Friday, September 19, 2025
Sam Altman says that bots are making social media feel ‘fake’ - Julie Bort, Tech Crunch
He then live-analyzed his reasoning. “I think there are a bunch of things going on: real people have picked up quirks of LLM-speak, the Extremely Online crowd drifts together in very correlated ways, the hype cycle has a very ‘it’s so over/we’re so back’ extremism, optimization pressure from social platforms on juicing engagement and the related way that creator monetization works, other companies have astroturfed us so i’m extra sensitive to it, and a bunch more (including probably some bots).” To decode that a little, he’s accusing humans of starting to sound like LLMs, even though LLMs — spearheaded by OpenAI — were literally invented to mimic human communication, right down to the em dash.
https://techcrunch.com/2025/09/08/sam-altman-says-that-bots-are-making-social-media-feel-fake/
Thursday, September 18, 2025
AI Teaching Learners Today: Pick Your Pedagogy! - Ray Schroeder, Inside Higher Ed
The cost of developing, designing and teaching classes is often largely determined by the faculty and staff costs. Long-running lower-division classes at some universities may be taught by supervised teaching assistants or adjunct faculty whose salaries are lower than tenure-track faculty’s. However, we are now confronted with highly capable technologies that require little to no additional investment and can bring immediate revenue positive opportunities. Each university very soon will have to determine to what extent AI will be permitted to design and deliver classes, and under what oversight and supervision. A well-written, detailed prompt can be the equal of many of our teaching assistants, adjunct faculty and, yes, full-time faculty members who have not been deeply trained in effective pedagogy and current practice.
How should universities teach leadership now that teams include humans and autonomous AI agents? - Alex Zarifis, Times Higher Education
So, how should university teachers prepare a new generation of modern leaders to approach these mixed teams? Teaching leadership styles that are effective at motivating people is no longer enough. In addition, students must now learn how to build their team’s trust in AI, then they will need to know how to combine leadership styles in a way that gets the most out of both humans and AI.
Wednesday, September 17, 2025
Georgia Tech’s Jill Watson Outperforms ChatGPT in Real Classrooms - Georgia Institute of Technology
A new version of Georgia Tech’s virtual teaching assistant, Jill Watson, has demonstrated that artificial intelligence can significantly improve the online classroom experience. Developed by the Design Intelligence Laboratory (DILab) and the U.S. National Science Foundation AI Institute for Adult Learning and Online Education (AI-ALOE), the latest version of Jill Watson integrates OpenAI’s ChatGPT and is outperforming OpenAI’s own assistant in real-world educational settings. Jill Watson not only answers student questions with high accuracy. It also improves teaching presence and correlates with better academic performance. Researchers believe this is the first documented instance of a chatbot enhancing teaching presence in online learning for adult students.
OPINION: AI can be a great equalizer, but it remains out of reach for millions of Americans; we cannot let that continue - Erin Mote, Hechinger Report
This digital divide is a persistent crisis that deepens societal inequities, and we must rally around one of the most effective tools we have to combat it: the Universal Service Fund. The USF is a long-standing national commitment built on a foundation of bipartisan support and born from the principle that every American, regardless of their location or income, deserves access to communications services. Without this essential program, over 54 million students, 16,000 healthcare providers and 7.5 million high-need subscribers would lose internet service that connects classrooms, rural communities (including their hospitals) and libraries to the internet.
Tuesday, September 16, 2025
AI for Next Generation Science Education - Xiaoming Zhai, Georgia Tech
September 24, via Zoom. This talk explores the transformative role of artificial intelligence (AI) in advancing next generation science education, particularly through assessment and instructional support aligned with the Next Generation Science Standards (NGSS). Xiaoming Zhai presents how AI technologies—including machine learning, natural language processing, computer vision, and generative AI—can enhance the assessment of complex, three-dimensional student learning outcomes such as modeling, argumentation, and scientific explanation. By leveraging tools like fine-tuned language models and computer vision networks, the talk demonstrates the potential for scalable, accurate, and equitable automatic scoring of student work, both written and drawn.
Tech leadership is business leadership - McKinsey
As the line between technology and business disappears, corporate leaders of enterprise tech, digital, and information face a new mandate: transform innovation into measurable value. The modern tech officer not only has to understand how the landscape is shifting but also must manage initiatives across a broad range of stakeholders by playing the role of either orchestrator, builder, protector, or operator. Check out this interview series hosted by Gayatri Shenai and Ann Carver, conveners of McKinsey’s Women in Tech conference, to hear from trailblazing leaders who are not only breaking barriers but also reshaping the tech landscape.
Monday, September 15, 2025
Duke University pilot project examining pros and cons of using artificial intelligence in college - AP
As part of a new pilot with OpenAI, all Duke undergraduate students, as well as staff, faculty and students across the University’s professional schools, gained free, unlimited access to ChatGPT-4o beginning June 2. The University also announced DukeGPT, a University-managed AI interface that connects users to resources for learning and research and ensures “maximum privacy and robust data protection.” Duke launched a new Provost’s Initiative to examine the opportunities and challenges AI brings to student life on May 23. The initiative will foster campus discourse on the use of AI tools and present recommendations in a report by the end of the fall 2025 semester.
Anthropic Agrees to Pay Authors at Least $1.5 Billion in AI Copyright Settlement - Kate Knibbs, Wired
Anthropic will pay at least $3,000 for each copyrighted work that it pirated. The company downloaded unauthorized copies of books in early efforts to gather training data for its AI tools. This is the first class action settlement centered on AI and copyright in the United States, and the outcome may shape how regulators and creative industries approach the legal debate over generative AI and intellectual property. According to the settlement agreement, the class action will apply to approximately 500,000 works, but that number may go up once the list of pirated materials is finalized. For every additional work, the artificial intelligence company will pay an extra $3,000. Plaintiffs plan to deliver a final list of works to the court by October.
Sunday, September 14, 2025
Should AI Get Legal Rights? - Kylie Robeson, Wired
In the often strange world of AI research, some people are exploring whether the machines should be able to unionize. I’m joking, sort of. In Silicon Valley, there’s a small but growing field called model welfare, which is working to figure out whether AI models are conscious and deserving of moral considerations, such as legal rights. Within the past year, two research organizations studying model welfare have popped up: Conscium and Eleos AI Research. Anthropic also hired its first AI welfare researcher last year. Earlier this month, Anthropic said it gave its Claude chatbot the ability to terminate “persistently harmful or abusive user interactions” that could be “potentially distressing.”
Responsible AI in higher education: Building skills, trust and integrity - Alexander Shevchenko, World Economic Forum
Many institutions are moving from policing AI use to partnering with students. This transition emphasizes trust, transparency and ongoing skill development, mirroring the realities of modern careers where AI is ubiquitous. It also highlights the crucial role of faculty in guiding responsible and meaningful AI use. One practical example of this approach is Grammarly for Education. Seamlessly integrating with learning management systems and writing platforms, it supports students through brainstorming, research, drafting and revision. In doing so, the conversation has matured beyond simply detecting AI use; educators and students are now exploring how AI can deepen learning, sharpen critical thinking and inspire creativity.
Saturday, September 13, 2025
Why liberal arts schools are now hopping on skills-based microcredentials - Alcino Donadel, University Business
New market demands are pushing small, four-year liberal arts colleges to offer microcredentials, indicating growing momentum across sectors of higher education to elevate workforce readiness within their academic offerings. Chief learning officers at community colleges are leading the charge in expanding non-degree offerings, reporting the highest levels of institutional investment in this area. Meanwhile, large research universities—like the University of Colorado Boulder and the University of Tennessee at Knoxville—are catching up. However, strict faculty governance and curriculum processes and different accreditation standards have caused some liberal arts schools to lag, says Mike Simmons, an associate executive director at the American Association of Collegiate Registrars and Admissions Officers.
Academics must be open to changing their minds on acceptable AI use - Ava Doherty, Times Higher Education
Honest and open-ended conversations over how AI can be productively used in the learning journey are needed, not ChatGPT bans, says Ava Doherty. Students today face a striking paradox: they are among the most technologically literate generations in history, yet they are deeply anxious about their career prospects in an artificial intelligence-driven future. Since the launch of ChatGPT, the rapid advance of artificial intelligence (AI) has fundamentally reshaped the graduate job market. This shift presents unique challenges and opportunities for students, universities and the broader higher education sector.
Friday, September 12, 2025
Navigating the AI Revolution in Higher Education - Alyse Jordan, Frontiers in Education
A systematic review conducted in the first nine months following ChatGPT's release provides valuable early insights into how AI has affected teaching, curriculum design, and assessment practices in higher education. The review identified both benefits and threats of AI integration, offering preliminary evidence to inform institutional policies and faculty practices (Liang et al., 2025). As the authors note, this represents "a first wave" of research, acknowledging how quickly AI systems are evolving and changing educational landscapes.Additionally, in specialized fields such as Mechanical Engineering Education (MEE), AI integration demonstrates unique applications and challenges. Research shows that AI significantly enhances learning experiences through technologies like computer-aided translation and natural language processing, making education more accessible and interactive.
https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2025.1682901/abstract
Research: Teachers now outpace students in K12 AI use - Matt Zalaznick, University Business
In 2025, approximately 85% of high school and college instructors, as well as students aged 14 to 22, say they’ve tested AI, a significant leap from 66% in 2024. Nearly 90% of students report relying on AI for school, up from 77% in 2024, with the top three uses being:
Summarizing or synthesizing information (56%)
Research (46%)
Generating study guides or materials (45%)
Positive attitudes toward AI’s role in education (43%) also outpaced negative attitudes (37%) in 2025, a 3% increase from 2024.
Thursday, September 11, 2025
Insights on today’s labor market: Uncertainty, agentic AI, and more - McKinsey
It’s Labor Day in North America, a day to recognize and celebrate the contributions of workers across the continent—and also reflect on the continued uncertainty and rapid change in today’s labor market. In a recent episode of McKinsey Talks Talent, Indeed’s chief economist Svenja Gudell joined McKinsey’s Brooke Weddle, Bryan Hancock, and Lucia Rahilly to help business leaders make sense of the current collision of labor market trends: gen AI, agentic AI, an aging workforce, shifting priorities, and more. Tune in to the episode, then explore more of our insights on how to navigate the new world of work.
Getting Ahead of EU AI Literacy Requirements – How Businesses Can Stay Compliant and Competitive - Jonathan Armstrong, European Business Review
In most companies, AI is being used in business functions from HR and marketing to customer service. Figures reveal 78% of global companies use AI, with 71% deploying GenAI in at least one function[i]. However, often employees don’t fully understand how these tools work, and this gap can no longer be ignored.The EU AI Act, particularly Article 4, addresses this by making AI literacy a legal requirement. Since February 2025, any organisation operating in the EU, or offering AI-enabled services to EU markets, must ensure their employees, contractors, and suppliers have a sufficient understanding of the AI tools they use. It is not enough to deploy technology responsibly; organisations must demonstrate that their workforce knows what they are doing.
Wednesday, September 10, 2025
The future of work is agentic - McKinsey
Think about your org chart. Now imagine it features both your current colleagues—humans, if you’re like most of us—and AI agents. That’s not science fiction; it’s happening—and it’s happening relatively quickly, according to McKinsey Senior Partner Jorge Amar. In this episode of McKinsey Talks Talent, Jorge joins McKinsey talent leaders Brooke Weddle and Bryan Hancock and Global Editorial Director Lucia Rahilly to talk about what these AI agents are, how they’re being used, and how leaders can prepare now for the workforce of the not-too-distant future.
Seizing the agentic AI advantage - McKinsey
Nearly eight in ten companies report using gen AI—yet just as many report no significant bottom-line impact.1 Think of it as the “gen AI paradox.” At the heart of this paradox is an imbalance between “horizontal” (enterprise-wide) copilots and chatbots—which have scaled quickly but deliver diffuse, hard-to-measure gains—and more transformative “vertical” (function-specific) use cases—about 90 percent of which remain stuck in pilot mode. AI agents offer a way to break out of the gen AI paradox. That’s because agents have the potential to automate complex business processes—combining autonomy, planning, memory, and integration—to shift gen AI from a reactive tool to a proactive, goal-driven virtual collaborator. This shift enables far more than efficiency. Agents supercharge operational agility and create new revenue opportunities.
Tuesday, September 09, 2025
Ep. 11 AGI and the Future of Higher Ed: Talking with Ray Schroeder - Unfixed: How AI is Reshaping Higher Education with Nick Janos and Zach Justus, Podcast
In this episode of Unfixed, we talk with Ray Schroeder—Senior Fellow at UPCEA and Professor Emeritus at the University of Illinois Springfield—about Artificial General Intelligence (AGI) and what it means for the future of higher education. While most of academia is still grappling with ChatGPT and basic AI tools, Schroeder is thinking ahead to AI agents, human displacement, and AGI’s existential implications for teaching, learning, and the university itself. We explore why AGI is so controversial, what institutions should be doing now to prepare, and how we can respond responsibly—even while we’re already overwhelmed.
Artificial Intelligence: Three top experts share advice on how to implement AI tools into your business today — Executive Insights, Louisville Business First
Certainly, AI can be used across the board and in all those functional areas within a company. A real-world example is a company that is a customer of ours literally spent 40 hours a month in each of its regions compiling data and providing some analysis of that data back up to the executive team. It was a very manual process and quite frankly, a pain point for each of the leaders that ran the regions across the country. They were able to install an AI project that allowed for the aggregation of data across all the offices within the region automatically and gain intelligence off of those operational metrics. It cut that time for report creation from 40 hours down to under an hour. So, operationally they saved themselves a week of someone’s time every month.
Monday, September 08, 2025
San José Completes First City-Led AI Startup Grants - Scarlett Evans, AI Business
The city of San José California has announced the winners of its inaugural AI Incentive Program, the first city-run grant program of its kind in the U.S. Under the initiative, early-stage startups using AI to tackle everything from maternal health to food waste competed for public funding and professional services. From a pool of 170 competitors, three won a $50,000 grant, while one received $25,000 in funding. The winners were maternal health company Elythea, which uses AI voice agents to connect with at-risk patients, smart kitchen platform Metafoodx that uses embodied AI to cut waste and optimize operations at restaurants and hardware optimization company Clika, which simplifies AI models into low-power formats to improve accessibility and efficiency across edge devices.
Google's New Universal Translator AI is FREE & More AI Use Cases - The AI Advantage, YouTube
In the first part of this podcast, the host discusses Google's new universal voice translator, a significant improvement in translation technology. This new feature, available as a free update to the Google Translate app, allows for real-time conversations between two people speaking different languages through a "conversation" feature. The translator is noted for its impressive speed and low latency, which makes for a much smoother user experience. The app also includes a mode that can be used on a table between two people, with each person seeing the translated text facing them. Users can tap a microphone button to speak, and their words are instantly translated and displayed on the other side of the screen. The host expresses excitement about this development, highlighting its potential to create more meaningful connections between people from different linguistic backgrounds.
Sunday, September 07, 2025
How AI Is Changing—Not ‘Killing’—College - Colleen Flaherty, Inside Higher Ed
Key findings from Inside Higher Ed’s student survey on generative AI show that using the evolving technology hasn’t diminished the value of college in their view, but it could affect their critical thinking skills. Some of the results are perhaps surprising: Relatively few students say that generative AI has diminished the value of college, in their view, and nearly all of them want their institutions to address academic integrity concerns—albeit via a proactive approach rather than a punitive one. Another standout: Half of students who use AI for coursework say it’s having mixed effects on their critical thinking abilities, while a quarter report it’s helping them learn better.
New AI-powered live translation and language learning tools in Google Translate - Matt Sheets, Google Keyword
Building on our existing live conversation experience, our advanced AI models are now making it even easier to have a live conversation in more than 70 languages — including Arabic, French, Hindi, Korean, Spanish, and Tamil. Whether you’re an early learner looking to begin practicing conversation or an advanced speaker looking to brush up on vocabulary for an upcoming trip, Translate can now create tailored listening and speaking practice sessions just for you. These interactive practices are generated on-the-fly and intelligently adapt to your skill level.
Saturday, September 06, 2025
Mass Intelligence: From GPT-5 to nano banana: everyone is getting access to powerful AI - Ethan Mollick, One Useful Thing
There have been two barriers to accessing powerful AI for most users. The first was confusion. Few people knew to select an AI model. Even fewer knew that picking o3 from a menu in ChatGPT would get them access to an excellent Reasoner AI model, while picking 4o (which seems like a higher number) would give them something far less capable. According to OpenAI, less than 7% of paying customers selected o3 on a regular basis, meaning even power users were missing out on what Reasoners could do. Another factor was cost. Because the best models are expensive, free users were often not given access to them, or else given very limited access. Google led the way in giving some free access to its best models, but OpenAI stated that almost none of its free customers had regular access to reasoning models prior to the launch of GPT-5.
Why did the CSU spend millions on ChatGPT amid a budget crisis? We asked school leaders - Julia Barajas, LAist
CSU CIO Ed Clark explained. We were [also] seeing that some universities in our own system were starting to negotiate deals with these vendors, but then others couldn't afford to do that. So, we're thinking: “We're not going to create a digital divide within our own system. We're going to make sure that everybody has access to these tools.” And we buttress that with: We believe that these tools are going to become fundamental, just like the internet is today — every industry, every academic field, every discipline is going to be using these tools. So, we need our students, our community members, to engage with them now. We're not going to wait until we're far behind everybody else ... to give this access. And on the workforce side, in terms of student preparation, we already know that employers are expecting students to graduate with [AI] skills. ... We want our students to be prepared for the workforce or graduate school or whatever they're going to do when they leave the CSU.
Friday, September 05, 2025
China Is Building a Brain-Computer Interface Industry - Emily Mullen, Wired
In a policy document released this month, China has signaled its ambition to become a world leader in brain-computer interfaces, the same technology that Elon Musk’s Neuralink and other US startups are developing. Brain-computer interfaces, or BCIs, read and decode neural activity to translate it into commands. Because they provide a direct link between the brain and an external device, such as a computer or robotic arm, BCIs have tremendous potential as assistive devices for people with severe physical disabilities.
Here are 4 pain points amid the new normal of online learning - Alcino Donadel, University Business
The rapid pace of AI development is transforming the online experience. More students will access AI tutoring and adaptive learning that create personalized programs. At the same time, respondents predicted declining prominence in full-time faculty and lecture-based instruction as central components to online learners’ experiences, as students rely instead on a mix of adjunct faculty and technology-mediated experiences. “Over the past decade, we’ve witnessed a profound shift: what began as an exception has become a baseline expectation,” Bethany Simunich, vice president for innovation and research at Quality Matters, an education quality assurance agency. “Today’s students—across every age and background—expect learning to be flexible and accessible.”
Thursday, September 04, 2025
Teaching Online Podcast - Tom Cavanagh and Kelvin Thompson, University of Central Florida
Episode 193. Guests Ray Schroeder and Dr. Melissa Vito unpack decades of practical wisdom on leadership vision in conversation with hosts Tom and Kelvin. This episode is the first in a mini-series of “pillar panels” offering distilled insights from esteemed community members on key, “structural support” topics essential in the future of strategic online/digital education. This episode includes links and reflections synthesizing the advent and growth of online learning.
Opinion: Cutting Through the Hype for GenAI in Higher Educationv - Stephan Geering, GovTech
Amid so much promotion, news coverage and forecasting about artificial intelligence, the university CIO must distinguish between practical, impactful applications and those driven by hype or outweighed by risk. For chief information officers, the priority is clear: distinguish between practical, impactful applications and those driven by hype. The goal is to adopt AI that enhances teaching, learning and operational efficiency without compromising academic standards. Before assessing what's practical versus aspirational, CIOs must first ground their strategy in a clear understanding of responsible AI frameworks such as the National Institute of Standards and Technology AI Risk Management Framework and with an eye on upcoming federal and state regulation such as the Colorado AI Act.
Wednesday, September 03, 2025
AI Companies Roll Out Educational Tools - Ray Schroeder, Inside Higher Ed
Fall semesters are just beginning, and the companies offering three leading AI models—Gemini by Google, Claude by Anthropic and ChatGPT by OpenAI—have rolled out tools to facilitate AI-enhanced learning. Here’s a comparison and how to get them. Each of the three leading AI providers has taken a somewhat different approach to providing an array of educational tools and support for students, faculty and administrators. We can expect these tools to improve, proliferate and become a competitive battleground among the three. At stake is, at least in part, the future marketplace for their products.
AI Is Eliminating Jobs for Younger Workers - Will Knight, Wired
Economists at Stanford University have found the strongest evidence yet that artificial intelligence is starting to eliminate certain jobs. But the story isn’t that simple: While younger workers are being replaced by AI in some industries, more experienced workers are seeing new opportunities emerge. Erik Brynjolfsson, a professor at Stanford University, Ruyu Chen, a research scientist, and Bharat Chandar, a postgraduate student, examined data from ADP, the largest payroll provider in the US, from late 2022, when ChatGPT debuted, to mid-2025. The researchers discovered several strong signals in the data—most notably that the adoption of generative AI coincided with a decrease in job opportunities for younger workers in sectors previously identified as particularly vulnerable to AI-powered automation (think customer service and software development). In these industries, they found a 16 percent decline in employment for workers aged 22 to 25.
Tuesday, September 02, 2025
Taking AI Welfare Seriously - Robert Long, et al; arXiv
In this report, we argue that there is a realistic possibility that some AI systems will be conscious and/or robustly agentic in the near future. That means that the prospect of AI welfare and moral patienthood, i.e. of AI systems with their own interests and moral significance, is no longer an issue only for sci-fi or the distant future. It is an issue for the near future, and AI companies and other actors have a responsibility to start taking it seriously. We also recommend three early steps that AI companies and other actors can take: They can (1) acknowledge that AI welfare is an important and difficult issue (and ensure that language model outputs do the same), (2) start assessing AI systems for evidence of consciousness and robust agency, and (3) prepare policies and procedures for treating AI systems with an appropriate level of moral concern. To be clear, our argument in this report is not that AI systems definitely are, or will be, conscious, robustly agentic, or otherwise morally significant.
Microsoft AI CEO Warns "Seemingly Conscious AI is Coming" - Wes Roth, YouTube
Get ready for this discussion about AI to start popping up a lot more and that discussion will be is AI conscious? Now you might have an immediate response to that like of course it's not or maybe it is there's some people who are convinced that it is. My take for the record has always been that while maybe not the current chatbots that we have right now. We might stumble upon something as we scale up and improve it, add more systems. But as you'll see, the issue isn't whether it is or not, but more that we have no idea. Not knowing will cause problems. Now, here you're going to see me talking to Nick Bostonramm. I was absolutely blown away by the fact that he took some time to talk to us.
Monday, September 01, 2025
ChatGPT-5 Gets Warmer, Friendlier Update - Scarlett Evans, AI Business
OpenAI has announced an update to its latest ChatGPT model to make it “warmer and friendlier” in response to user complaints. The announcement follows OpenAI’s launch of its latest GPT model earlier this month, which has been met with user complaints and calls for a return to the GPT-4o model. The update is hoped to alleviate some of these concerns, with a push for a more approachable chatbot that doesn’t increase in sycophancy (another recent complaint around the program.) “Changes are subtle, but ChatGPT should feel more approachable now,” the company wrote on X.
How to remain resilient, focused, and effective in uncertain times - McKinsey
Disruption isn’t an occasional hurdle; it’s the new normal. According to McKinsey research, 84 percent of leaders report feeling underprepared for future disruptions, with geopolitical tensions topping the list of concerns. Leaders today are called to steer through shifting trade policies, international conflict, and internal organizational pressures—all while keeping their people engaged and their strategies on track. McKinsey’s Ida Kristensen and coauthors outline four dimensions of resilience that can help organizations stay grounded and agile when the path ahead is unclear:
Financial
Operational
Organizational
External
Sunday, August 31, 2025
A ‘Great Defection’ threatens to empty universities and colleges of top teaching talent - Jon Marcus, Hechinger Report
An exodus appears to be under way of Ph.D.s and faculty generally, who are leaving academia in the face of political, financial and enrollment crises. It’s a trend federal data and other sources show began even before Trump returned to the White House. On top of everything else affecting higher education, this is likely to reduce the quality of education for undergraduates, experts say. Nearly 70 percent of people receiving doctorates were already leaving higher education for industry, government and other sectors, not including those without job offers or who opted to continue their studies, according to the most recent available figures from the National Science Foundation — up from fewer than 50 percent decades ago.
Anthropic’s Higher Ed AI Board Signals Shift From Tools To Guardrails - Dan Fitzpatrick, Forbes
Today, the company behind the AI chatbot Claude announced two initiatives designed to shape how institutions adopt AI. The first is the creation of a Higher Education Advisory Board made up of distinguished academic leaders. The second is the launch of three new AI Fluency courses aimed at both students and faculty. The moves underscore Anthropic’s dual strategy to influence policy through academic leadership while providing practical tools to accelerate adoption. Anthropic was founded in 2021 by former OpenAI employees and is known for its “safety-first” approach to AI. Its foray into education seems to reflect this ethos. “The choices made in the next few years about how AI enters the classroom will shape a generation’s relationship with both technology and learning,” the company said in its announcement.
Saturday, August 30, 2025
More Schools Are Considering Education-Focused AI Tools. What’s the Best Way to Use Them? - Lauren Coffey, EdSurge
Torney recommends institutions set guardrails early to use these tools, based on the goals they hope to achieve. “My main takeaway is that this is not a go-it-alone technology,” he says. “If you're a school leader and you as a staff haven't had a conversation on how to use these things and what they’re good at and not good at, that’s where you get into these potential dangers.” Paul Shovlin, an AI faculty fellow at the Center for Teaching and Learning at Ohio University, says the K-12 sector seems to have adopted the new tools at a quicker pace than its higher education counterparts.
College students, educators worldwide begin fall semester using Elon University’s Student Guide to Artificial Intelligence - Elon University
As artificial intelligence transforms higher education, more than 21,000 educators and students worldwide are turning to a new resource to navigate this digital revolution. The Student Guide to Artificial Intelligence, published by Elon University in partnership with the American Association of Colleges and Universities, has been adopted at approximately 4,000 colleges, universities, schools and organizations globally, with more than 60,000 visitors to the guide’s website. The widespread adoption of this free resource demonstrates the urgent need for AI literacy in today’s academic environment. By mid-August, 97 colleges and universities had requested custom editions for distribution on their campuses, ranging from community colleges and small private institutions to flagship state universities. Many other institutions link to the guide as part of their learning resources for students.
Friday, August 29, 2025
Reconfiguring work: Change management in the age of gen AI - Erik Roth, McKinsey
Gen AI has the potential to completely change how employees work. Its natural language interface makes it easy to use, while its burgeoning reasoning and agentic capabilities allow it to perform increasingly complex tasks such as interpreting large volumes of information, coding, and answering queries. The most advanced agents are even starting to perform tasks such as creating spreadsheets and navigating web pages. And employees are clearly eager to use it; they are already doing so three times more than their leaders realize.2 But simply putting new technology into people’s hands does not ensure they will use it effectively, nor does it profoundly change the way a company works. Instead, CEOs need to deploy a novel change management approach that mobilizes their people, turning them from gen AI experimenters into gen AI accelerators. This is not a linear process. Change management in the gen AI age asks employees to become active participants rather than just users.
There are no entry-level jobs anymore. What now? - Dana Stephenson, the Hill
One recent report estimates that more than 90 percent of information technology jobs will be transformed by AI, and that nearly 40 percent of those roles will be at the entry level. The U.S. Bureau of Labor Statistics predicts that about 1 million office and administrative support jobs will be lost by 2029 due to technological advancements. Once staples of a first job, tasks like drafting a press release, organizing information or conducting basic research are now increasingly handled by AI agents. As a result, today’s graduates face a steeper climb into meaningful, sustainable careers. It is no longer enough to be merely hireable. Students can’t even start on the ground floor — they’re expected to skip a level to get in the door.
Thursday, August 28, 2025
The Radical Changes AI Is Bringing To Higher Education - Nick Ladany, Forbes
AI in the form of a fully interactive, avatar professor, will equal and exceed the best versions of the best professors at any university; responsive, responsible, available day and night, informed with staggering amounts of knowledge, and demonstrate pedagogical approaches that match the personalized needs of any student. The fear that faculty jobs are at stake is a real one, and the roles of faculty members are sure to change. Rather than the sage on the stage, a professor’s role will be the guide on the side. Their job will be to provide community building among groups of students and offer additional personalized ways to introduce students to using AI in the workplace, such as using AI in health research. In this redefined role, professors will serve as subject matter experts and ensure that the AI professor’s responses are sound and don’t go off the rails. Finally, they will play a role, at least initially, in what the students will be assessed.
We must build AI for people; not to be a person: Seemingly Conscious AI is Coming - Mustafa Suleyman, Mustafa-Suleyman.ai
My life’s mission has been to create safe and beneficial AI that will make the world a better place. Today at Microsoft AI we build AI to empower people, and I’m focused on making products like Copilot responsible technologies that enable people to achieve far more than they ever thought possible, be more creative, and feel more supported. I want to create AI that makes us more human, that deepens our trust and understanding of one another, and that strengthens our connections to the real world. Copilot creates millions of positive, even life-changing, interactions every single day. This involves a lot of careful design choices to ensure it truly delivers an incredible experience. We won’t always get it right, but this humanist frame provides us with a clear north star to keep working towards.
Wednesday, August 27, 2025
Ex-Google exec says degrees in law and medicine are a waste of time because they take so long to complete that AI will catch up by graduation - Preston Fore, Fortune
“AI itself is going to be gone by the time you finish a PhD. Even things like applying AI to robotics will be solved by then,” Jad Tarifi, the founder of Google’s first generative-AI team, told Business Insider. Tarifi himself graduated with a PhD in AI in 2012, when the subject was far less mainstream. But today, the 42-year-old says, time would be better spent studying a more niche topic intertwined with AI, like AI for biology—or maybe not a degree at all. “Higher education as we know it is on the verge of becoming obsolete,” Tarifi said to Fortune. “Thriving in the future will come not from collecting credentials but from cultivating unique perspectives, agency, emotional awareness, and strong human bonds. “I encourage young people to focus on two things: the art of connecting deeply with others, and the inner work of connecting with themselves.”
At one elite college, over 80% of students now use AI – but it’s not all about outsourcing their work - Germán Reyes, Middlebury, The Conversation
Over 80% of Middlebury College students use generative AI for coursework, according to a recent survey I conducted with my colleague and fellow economist Zara Contractor. This is one of the fastest technology adoption rates on record, far outpacing the 40% adoption rate among U.S. adults, and it happened in less than two years after ChatGPT’s public launch. What we found challenges the panic-driven narrative around AI in higher education and instead suggests that institutional policy should focus on how AI is used, not whether it should be banned.
Tuesday, August 26, 2025
AI is already displacing these jobs - Madison Mills, Axios
Industries that are considered advanced adopters of AI see the nearest-term labor impact. Over 80% of executives surveyed within tech and media, the only two sectors that showed clear signs of AI disruption, anticipate reduced hiring volumes in the next two years. Still, most companies surveyed are currently backfilling workers with AI, for example, rather than replacing them. By the numbers: For now, companies aren't firing employees but just canceling contracts that involve outsourced labor, a strategy that's leading to financial gains. Back-office automations also have a higher return on investment, with $2 million to $10 million in BPO expenditures eliminated for the firms studied by MIT researchers.
One company studied saved $8 million a year by spending $8,000 on an AI tool.
Smarter Support: How to Use AI in Online Courses and Teach Your Students to Use It Too - Joel Greene, Faculty Focus
Whether we were ready or not, AI is in the room. And if you’re teaching online, you’ve probably already seen it at work in discussion posts, essays, or that strangely perfect email. Instead of panicking or pretending it’s not happening, we’ve got a better option. We can help students learn how to use AI responsibly, because it’s not going away. Honestly, some of them are relying on it more than we realize (Colvard 2024). If you’re going to teach with AI, you’ve got to know what it can (and can’t) do. I’m talking about tools like ChatGPT, Grammarly, QuillBot, or even Microsoft Copilot. Give yourself a little “playtime” with them. Open one up and ask it to write a discussion post. Then see what it gets right and what falls flat.
Monday, August 25, 2025
'This stuff is moving so quickly': Utah Tech leaders discuss AI, unveil new cybersecurity degree - Nick Fiala, St. George News / KSL
Utah Tech University spent part of its recent Fall Academic Convocation discussing the evolving use of artificial intelligence in both business and academia and how best to implement it in the future. The university also announced on Wednesday that it will be launching a new program this fall for students to acquire a bachelor of science degree in cybersecurity. The new cybersecurity degree will reportedly offer coursework in areas including ethical hacking, cloud and IoT security, cyber law and infrastructure defense. The university added that the program anticipates enrolling 35 students by its third year. "IoT" refers to "Internet of Things," meaning devices equipped to exchange data over the internet.
Does GenAI provide the opportunity for creativity to take centre stage? - Ioannis Glinavos, Times Higher Education
For centuries, universities have delivered scarce expertise. We stacked programmes like layer cakes: first theory, then practice, finally – if there was time – a sprinkle of creativity. Generative AI flips that order. Because routine skills are on tap, the bottleneck shifts upstream to ideation: spotting problems worth solving and framing them so the machine can help.
How should assessors use AI for marking and feedback?
An insider’s guide to how students use GenAI tools
Three reasons to harness AI for interdisciplinary collaboration
That demands divergent thinking, curiosity and ethical judgement – qualities our assessment regimes often squeeze out. We need to treat creativity as a core literacy, not a decorative extra. Don’t get me wrong, skills are not irrelevant – they just look different. Prompt craft, data stewardship and model critique replace manual citation and calculator drills. But they are means, not ends.
Sunday, August 24, 2025
AI’s Rapid Integration into Higher Education Transforming Student Experiences and Faculty Challenges - SSB Crack News
A college senior entering the new academic year has experienced nearly their entire undergraduate journey alongside the rise of generative AI. The landscape shifted dramatically with the launch of ChatGPT in November 2022, coinciding with this student’s freshman year. Faculty and administration at institutions like Washington University in St. Louis have witnessed this rapid transformation. Fast forward three years, and the reliance on AI tools is startling. Reports indicate that nearly two-thirds of Harvard undergraduates were using generative AI at least once a week as of spring 2024. In a UK survey, 92% of full-time university students acknowledged employing AI in some manner, with a significant portion believing that AI-generated content could earn good grades in their subjects. Alarmingly, about 20% of those surveyed have experimented with AI to complete assignments, a trend expected to grow.
A scaffolded approach to teaching with GenAI - Rena Beatrice Alcalay, Times Higher Education
As GenAI continues to reshape higher education, this four-phase framework by Rena Beatrice Alcalay offers educators ways to guide students to use these tools critically and ethically, fostering agency, bias awareness and deeper engagement in philosophical writing assignments. This pedagogical stance emphasises agency: students learn to critically assess what to include or exclude from AI-generated suggestions and to distinguish between factual repetition and genuine conceptual development. At the heart of this approach is a commitment to helping students articulate ideas that reflect their values, a central goal in philosophy education.
Saturday, August 23, 2025
Claude Opus 4 and 4.1 can now end a rare subset of conversations - Anthropic
We recently gave Claude Opus 4 and 4.1 the ability to end conversations in our consumer chat interfaces. This ability is intended for use in rare, extreme cases of persistently harmful or abusive user interactions. This feature was developed primarily as part of our exploratory work on potential AI welfare, though it has broader relevance to model alignment and safeguards. In pre-deployment testing of Claude Opus 4, we included a preliminary model welfare assessment. As part of that assessment, we investigated Claude’s self-reported and behavioral preferences, and found a robust and consistent aversion to harm. This included, for example, requests from users for sexual content involving minors and attempts to solicit information that would enable large-scale violence or acts of terror. Claude Opus 4 showed:
A strong preference against engaging with harmful tasks;
A pattern of apparent distress when engaging with real-world users seeking harmful content; and
A tendency to end harmful conversations when given the ability to do so in simulated user interactions.
AI Is Designing Bizarre New Physics Experiments That Actually Work - Anil Ananthaswamy, Wired
Although AI has not yet led to new discoveries in physics, it’s becoming a powerful tool across the field. Along with helping researchers to design experiments, it can find nontrivial patterns in complex data. For example, AI algorithms have gleaned symmetries of nature from the data collected at the Large Hadron Collider in Switzerland. These symmetries aren’t new—they were key to Einstein’s theories of relativity—but the AI’s finding serves as a proof of principle for what’s to come. Physicists have also used AI to find a new equation for describing the clumping of the universe’s unseen dark matter. “Humans can start learning from these solutions,” Adhikari said.
Friday, August 22, 2025
Sam Altman, OpenAI will reportedly back a startup that takes on Musk’s Neuralink - Julie Bort, Tech Crunch
Sam Altman is in the process of co-founding a new brain-to-computer interface startup called Merge Labs and raising funds for it with the capital possibly coming largely from OpenAI’s ventures team, unnamed sources told the Financial Times. The startup is expected to be valued at $850 million. A source familiar with the deal tells TechCrunch that talks are still early and OpenAI has not yet committed to participation, so terms could change. Merge Labs is also reportedly working with Alex Blania, who runs Tools for Humanity (formerly World) — Altman’s eye-scanning digital ID project that “allows anyone to verify their humanness,” as the company describes.
Google Pledges $1 Billion to Bring AI Training and Tools to US Colleges - CDO Magazine
Google has committed $1 billion over the next three years to equip U.S. higher education institutions and nonprofits with artificial intelligence training, research resources, and advanced tools. More than 100 universities, including major public systems like Texas A&M and the University of North Carolina, have already joined the initiative. Participating schools may receive direct funding, cloud computing credits, and free access to Google’s advanced Gemini chatbot for students. The investment—which covers both cash support and the value of Google’s paid AI services—aims to eventually reach every accredited nonprofit college in the U.S., with similar programs under discussion abroad, Senior Vice President James Manyika said.
Thursday, August 21, 2025
MIT's new AI can teach itself to control robots by watching the world through their eyes — it only needs a single camera News - Tristan Greene, Live Science
Scientists at MIT have developed a novel vision-based artificial intelligence (AI) system that can teach itself how to control virtually any robot without the use of sensors or pretraining. The system gathers data about a given robot’s architecture using cameras, in much the same way that humans use their eyes to learn about themselves as they move. This allows the AI controller to develop a self-learning model for operating any robot — essentially giving machines a humanlike sense of physical self-awareness.
Gemini just got two of ChatGPT's best features - and they're free - Sabrina Ortiz, ZDnet
Gemini can now remember chat context for personalized answers. Users can use Temporary Chat for added privacy. Google also added new data control settings you'll want to look at now. You can now reference your past chats with Google's Gemini AI chatbot for more personalized responses, the company said Wednesday. Google also added a Temporary Chat feature and new data control settings. Everyone, including free users, can take advantage of the features in the Gemini app. While every major AI company is constantly racing to release the latest and greatest AI models, sometimes the most impactful updates are actually the less flashy features that improve the chatbot using experience. These new Gemini features aim to make users' lives easier in ways ChatGPT already has.
Wednesday, August 20, 2025
Indiana U to Launch GenAI 101 Course for Students, Staff - Ashley Mowreader, Inside Higher Ed
A new, self-paced course at Indiana University teaches students, faculty and staff generative AI skills and expertise. As generative artificial intelligence skills have become more in demand among employers, colleges and universities have expanded opportunities for students to engage with the tools. Indiana University is no exception. It’s developed a free, online course for campus community members to gain a basic understanding of generative AI and how the tools could fit into their daily lives and work. GenAI 101 is available to anyone with a campus login and comes with a certificate of in-demand skills for people who complete it.
Artificial Intelligence Literacy in Higher Education: Theory and Practice from a European Perspective - Imre Fekete, JSTOR
Artificial intelligence (AI) has been gaining undeniable momentum in education. While not an entirely new phenomenon, its rapid popularisation and growing presence have sparked both excitement and unease among instructors and learners alike. AI systems, from generative chatbots to adaptive learning tools, are influencing classrooms and shaping how we approach teaching and learning. AI technologies challenge us both as educators guiding the next generation and as lifelong learners of an increasingly digital world to reconsider the skills and knowledge necessary for success.
Tuesday, August 19, 2025
Goodbye, $165,000 Tech Jobs. Student Coders Seek Work at Chipotle. - Natasha Singer, NY Times
Among college graduates ages 22 to 27, computer science and computer engineering majors are facing some of the highest unemployment rates, 6.1 percent and 7.5 percent respectively, according to a report from the Federal Reserve Bank of New York. That is more than double the unemployment rate among recent biology and art history graduates, which is just 3 percent. “I’m very concerned,” said Jeff Forbes, a former program director for computer science education and workforce development at the National Science Foundation. “Computer science students who graduated three or four years ago would have been fighting off offers from top firms — and now that same student would be struggling to get a job from anyone.”
Sydney Uni students will use ChatGPT, so let’s teach them how - Adam Bridgeman and Danny Liu, Financial Review
We now have a “two-lane approach” to assessments. Lane 1 assessments are secure and measure students’ capabilities in live, in-person environments, such as interactive oral assessments, Q&As or demonstrations, skills observations or, yes, sometimes exams. When these assessments are well-designed and executed, with AI use reliably controlled, they safeguard academic integrity and measure whether learning has happened. We’ll also have “open” lane 2 assessments that allow the use of all available and relevant tools, including generative AI. In these assessments, we have essentially banned the banning of AI because (apart from the fact that restricting AI is unenforceable when students are not in front of us) we want to ensure our students can learn, prosper and contribute in the contemporary business and wider world. We’ll assume students are using AI, and they won’t get in trouble for doing so in open lane 2 assessments, as long as they acknowledge how they’ve used it.
Monday, August 18, 2025
Why Faculty Hold The Keys To Higher Ed’s AI Digital Transformation - Aviva Legatt, Forbes
If the 20th century belonged to the textbook, the 21st belongs to the prompt. In lecture halls from Toronto to San Diego to Ho Chi Minh City, students are already co-writing their education with algorithms. Nearly 80% of undergraduates worldwide are already using generative AI, often daily. What’s missing is not adoption—it’s alignment. While students are busy teaching themselves AI, most universities remain frozen between prohibition and pilot. Eighty percent of students report that they have no structured AI support for teaching or learning, even as employers accelerate toward AI-mandatory job descriptions. This is more than a skills gap. It’s pedagogical infrastructure debt—every semester without faculty readiness compounds the cost and complexity of catching up.
10 Things GPT-5 Changes - The AI Daily Brief
10 Things GPT-5 Changes - The AI Daily Brief
In the podcast "10 Things GPT-5 Changes," the host discusses the significant impact of the GPT-5 model on the AI landscape, focusing on ten key areas of change. The video emphasizes a shift from raw AI capabilities to how these models interact with the real world through tools. It also highlights a potential plateau in the current pre-training paradigm, with future advancements focusing on reasoning and new scaling approaches. The podcast suggests that GPT-5 will empower the average user by making advanced AI more accessible and reducing the need for users to select specific models. Other key takeaways include the rise of "vibe coding," where non-developers can generate code, and the increasing consumerization of OpenAI's products. The video also touches upon the competitive landscape, with opportunities for other AI labs to emerge, and the growing importance of the "app layer" and multi-agent systems in the future of AI. [summary provided in part by Gemini 2.5 Pro]
Sunday, August 17, 2025
4 Steps to Responsible AI Implementation in Education - Rhea Kelly, THE Journal
Researchers at the University of Kansas Center for Innovation, Design & Digital Learning (CIDDL) have published a new framework for the responsible implementation of artificial intelligence at all levels of education, from preschool through higher education. Developed under a cooperative agreement with the United States Department of Education, the framework "is intended to provide guidance on how schools can incorporate AI into its daily operations and curriculum," the university said in a news announcement. The document offers four key recommendations.
How AI Supports Student Mental Health in Higher Education - Erin Brereton, EdTech
Students’ awareness of campus mental health services has grown in recent years, according to research from the Steve Fund, a nonprofit organization dedicated to supporting the emotional well-being of young people of color. Yet, taking advantage of these resources isn’t always easy, as 40% of college students say they’ve found it challenging to access mental health services. In a separate survey conducted by EDUCAUSE, students mentioned that even though their school has introduced additional technology-driven care options, they still face long wait times, says researcher Nicole Muscanell, who co-authored the 2025 EDUCAUSE Students and Technology Report.
Saturday, August 16, 2025
The Precision Learning Companion - There Is An AI For That (TAAFT) Notion Site
This prompt turns AI into an ultra-detailed, dynamic personal tutor that doesn’t just quiz, it teaches deeply, layer by layer, until the user genuinely masters the material. It’s built to adapt in real time, constantly diagnosing knowledge gaps, and never moving forward without full comprehension. Every answer, right or wrong, triggers a structured, narrative-style breakdown explaining the what, why, how, and broader context, ensuring true understanding. The AI is designed to feel like having a supportive but meticulous mentor who scaffolds learning: progressively challenging the user if they perform well, slowing down and simplifying if they struggle, and always reinforcing psychological safety through encouragement. It uses textually described visual aids, memory tricks, real-world examples, and step-by-step remediation when needed. Mastery, not speed, is the goal.
OpenAI, Google and Anthropic Win US Approval for Civilian AI Contracts - Bloomberg
The US government’s central purchasing arm is adding OpenAI, Alphabet Inc.’s Google and Anthropic to a list of approved artificial intelligence vendors, opening the door to widespread adoption of the technology across civilian federal agencies. The move by the General Services Administration, to be announced Tuesday, will speed up the adoption of AI tools in the federal government by making them available through its Multiple Award Schedule, a federal contracting platform with contract terms already set. Without that flexibility, agencies would ordinarily spend months negotiating their own terms for use of the technology. GSA officials said the models from the three companies — OpenAI’s ChatGPT, Google’s Gemini and Anthropic’s Claude — were evaluated by several performance and security measures.
Friday, August 15, 2025
Google Releases Most Realistic AI World Model to Date - Scarlett Evans, AI Business
The Genie 3 model is said to be Google’s most realistic to date, generating lifelike training simulations for robots and AI agents. Google has launched a new AI model that lets robots and AI systems interact with and learn from realistic simulations of the world. Genie 3 is a general purpose model that Google says is a significant step towards achieving artificial general intelligence, meaning a stage where AI can carry out tasks at the same level as humans. Unlike previous AI systems that focused on narrow tasks, Genie 3 simulates entire environments for training autonomous robots and vehicles.
These College Professors Will Not Bow Down to A.I. - Jessica Grose, NY Times
Where does this leave college students? Gen Z is not giving up on the arts or the pleasures of reading and thinking for themselves. As A.I. creates chaos and uncertainty in the market for entry-level jobs, more students may react by following their passion for the humanities; why begrudgingly major in tech or business if it doesn’t even lead to employment? There’s some evidence that humanities departments are rebounding after a long period of decline. U.C. Berkeley, which is considered one of the best public universities in the country, has seen a nearly 50 percent increase in majors in their arts and humanities division over the past four years.
Thursday, August 14, 2025
Self-adaptive reasoning for science - Newman Cheng, et al; Microsoft
Unlocking self-adaptive cognitive behavior that is more controllable and explainable than reasoning models in challenging scientific domains. Long-running LLM agents equipped with strong reasoning, planning, and execution skills have the potential to transform scientific discovery with high-impact advancements, such as developing new materials or pharmaceuticals. As these agents become more autonomous, ensuring effective human oversight and clear accountability becomes increasingly important, presenting challenges that must be addressed to unlock their full transformative power. Today’s approaches to long-term reasoning are established during the post-training phase, prior to end-user deployment and typically by the model provider. As a result, the expected actions of these agents are pre-baked by the model developer, offering little to no control from the end user.
https://www.microsoft.com/en-us/research/blog/self-adaptive-reasoning-for-science/
Bringing the best of AI to college students for free - Sundar Pichai, The Google Keyword Blog
Starting today, students (ages 18+) in the U.S. as well as in Japan, Indonesia, Korea and Brazil can sign-up for a 12 month Google AI Pro plan for free. Here’s what they’ll get:
- Expanded access to Gemini 2.5 Pro: Ask any question and upload images. Our most capable model provides quick homework and writing help.
- Deep Research: Save time with custom research reports, providing in-depth information from hundreds of sites across the web with higher access to Deep Research on 2.5 Pro.
- NotebookLM: A one-of-a-kind thinking companion that helps you organize your thoughts, now with five times more audio and video overviews.
- Veo 3: Transform text or a photo into a 8-second video with sound using Veo 3
- Higher limits when using Jules, our asynchronous AI coding agent that can fix bugs and build new features for your coding projects.
- 2 TB of storage: tons of space for all your notes, projects, photos and papers on Google Photos, Drive and Gmail
- https://blog.google/products/gemini/google-ai-pro-students-learning/
Wednesday, August 13, 2025
OpenAI Announces Massive US Government Partnership - Joe Schiffer and Will Knight, Wired
OpenAI is partnering with the US government to make its leading frontier models available to federal employees. Under the agreement, federal agencies can access OpenAI’s models for $1 for the next year, per a Wednesday announcement from the company and the General Services Administration (GSA). The partnership is the culmination of months of effort on the part of OpenAI CEO Sam Altman and other OpenAI executives, who have been cozying up to the Trump administration since before President Donald Trump retook the White House in January. In a statement emailed to WIRED, Altman said: “One of the best ways to make sure AI works for everyone is to put it in the hands of the people serving the country.
AI Skills Needed in Many Postgrad Careers—Not Just Tech - Ashley Mowreader, Inside Higher Ed
More companies are seeking employees with experience using artificial intelligence tools outside of traditional computer science or IT fields, according to a recent report. As artificial intelligence tools continue to develop, more industries are seeking workers who possess AI skills, creating opportunities for higher education to better prepare students. A recent report from Lightcast found that job postings requiring generative AI skills for non–computer science or information technology roles grew ninefold between 2022 and 2024, with over 80,000 postings seeking those skills. In addition to a fast-growing emphasis on AI aptitude, job postings continue to require soft skills including communication, leadership, research and customer service—skills that report authors wrote are necessary for workers to have lasting careers.
Tuesday, August 12, 2025
U.S. Continuing Education Market to Surpass USD 95.98 Billion by 2030, Growing at 6.2% CAGR as AI and Micro-Credentials Reshape Learning - Arizton, the Globe and Mail
According to Arizton’s latest report, the U.S. continuing education market is projected to grow from USD 66.91 billion in 2024 to USD 95.98 billion by 2030, expanding at a CAGR of 6.20% during the forecast period. The continuing education market is accelerating its digital transformation as AI becomes a core growth catalyst. Providers are adopting Intelligent Tutoring Systems (ITS), adaptive learning platforms, and real-time analytics to deliver personalized, flexible, and scalable upskilling solutions. This shift aligns with surging global demand for future-ready skills in high-impact areas like data analytics, automation, and machine learning. By modernizing delivery models with AI, institutions can increase learner engagement, reduce delivery costs, and expand their addressable market across diverse workforce segments.
College students can get Google's AI Pro plan for free now. Here's how - Sabrina Ortiz, ZDnet
- Students ages 18+ get the Google AI Pro plan for free for 12 months.
- Plan includes access to Deep Research, Veo 3, Jules, and more.
- Part of a larger $1 billion investment in AI education and job training.
As AI tools continue to develop, they expand beyond the standard question-and-answer loop and offer more meaningful assistance for students. Google, for instance, has tools that can create podcasts for users from their notes, debug code, and create in-depth reports in seconds. Now, students can access all these tools for free.
Monday, August 11, 2025
What we’re optimizing ChatGPT for - OpenAI
This is what a helpful ChatGPT experience could look like:
“Help me prepare for a tough conversation with my boss.” ChatGPT tunes into what you need to feel at your best, with resources like practice scenarios or a tailored pep talk so you can walk in feeling grounded and confident.
“I need to understand my lab results.” It explains the numbers and helps you ask the right questions of your doctor, so you and your doctor can personalize your care with more information.
“I’m feeling stuck—help me untangle my thoughts.” It acts as a sounding board while empowering you with tools of thought so you can think more clearly.
The Quantum-AI Convergence Changes Everything - Click Future, Youtube
Quantum-enhanced AI can solve problems impossible for classical systems, excelling in areas like optimization, pattern recognition, and complex system modeling. It can learn from smaller datasets and has demonstrated creativity and insight beyond classical AI. The podcast highlights rapid advancements in this field and outlines practical applications across various industries, including drug discovery, material science, climate science, finance, and space exploration. [summary provided in part by Gemini 2.5 Flash]
Sunday, August 10, 2025
CSU Faculty Projects Test AI for Creative Majors, Design - Abby Sourwine, GovTech
Sixty-three projects funded by the California State University system are experimenting with generative AI, from single-course pilots to full program overhauls, and producing open resources for others to consult. In classrooms across the California State University (CSU) system, faculty are looking to turn generative artificial intelligence from a disrupter into a teaching tool. From musical theater production to departmentwide curriculum redesigns, instructors are testing how generative AI can support creativity and critical thinking. The experiments are part of 63 faculty-led projects launched in the CSU system this summer as part of a push to bring AI into curricula. Funded through CSU’s inaugural AI Educational Innovations Challenge, the projects range from arts and humanities pilots to general education reforms and full program overhauls.
An AI-Enhanced Education - Allison Elliott, Columbia Engineering
While Artificial Intelligence (AI) has been around for decades, the entry of ChatGPT in 2022 marked the beginning of a new era in AI. Institutions of higher education were particularly impacted by the explosion in AI use and are now navigating how to incorporate these technologies in a way that can improve educational models and help students to become ethical and responsible users. Columbia Engineering has worked to encourage faculty to think critically and broadly about how AI can be incorporated into various aspects of the student learning experience. This past spring, a call for teaching proposals was issued in the area of generative AI to inspire creative ideas from faculty. Winning proposals emphasized going beyond efficiency and automation to improve learning and assessment and to prepare students for a rapidly evolving professional landscape in the age of AI.
Saturday, August 09, 2025
99% of People Are Using ChatGPT Wrong (Do This Instead) - There's An AI For That
This podcast explains how to use ChatGPT more effectively through various prompt engineering techniques. It highlights the importance of crafting precise instructions for optimal output. Key techniques discussed include:
Role Prompting: Assigning ChatGPT a specific persona (e.g., career coach, finance professor) to influence the style and quality of its responses [00:43].Chain of Thought Prompting: Guiding ChatGPT to solve problems step-by-step to improve accuracy and clarity [03:29].Specifying Format and Constraints: Directing ChatGPT on how to format its answers (e.g., bullet points, word count, tone) for better readability [04:42].Few-Shot Prompting: Providing examples to help ChatGPT match a desired style or tone [06:38].Iterative Prompting: Breaking down complex requests into smaller, sequential steps [07:22].
The podcast emphasizes the iterative nature of prompt engineering, encouraging users to refine their prompts until the desired results are achieved and to save successful prompts for future use [08:24].
Friday, August 08, 2025
GPT-5 is here: Expert intelligence for everyone - OpenAI
Our smartest, fastest, and most useful model yet, with thinking built in. Available to everyone. Expert intelligence for everyone. GPT‑5 is smarter across the board, providing more useful responses across math, science, finance, law, and more. It's like having a team of experts on call for whatever you want to know. The best response, every time. Great at coding. An expressive writing partner. Create clearer, more compelling messaging for everything from stories to speeches and beyond. More useful health answers. Safer and more accurate.
AI literacy: What it is, what it isn’t, who needs it and why it’s hard to define - Daniel Schiff, et al; the Conversation
The implications of AI literacy, or lack thereof, are far-reaching. They extend beyond national ambitions to remain “a global leader in this technological revolution” or even prepare an “AI-skilled workforce,” as the executive order states. Without basic literacy, citizens and consumers are not well equipped to understand the algorithmic platforms and decisions that affect so many domains of their lives: government services, privacy, lending, health care, news recommendations and more. And the lack of AI literacy risks ceding important aspects of society’s future to a handful of multinational companies.
Thursday, August 07, 2025
Timeline for AGI: 2030 with 50% chance: Demis Hassabis and Lex Fridman - Lex Clips
This podcast discusses the timeline and definition of Artificial General Intelligence (AGI). Demis Hassabis estimates a 50% chance of achieving AGI by 2030, defining it as matching the cognitive functions of the human brain, emphasizing its general and consistent intelligence across various tasks, unlike current systems which have "jagged intelligence." He believes true AGI should possess capabilities like invention and creativity, and suggests testing methods like a "brute force test" involving tens of thousands of cognitive tasks, or having top experts test the system. He also looks for "lighthouse moments" such as inventing a new scientific conjecture or a game as deep and elegant as Go. The podcast also touches on AGI's self-improvement, noting that while current systems are good at incremental improvements on specific tasks, they struggle with vague, high-level instructions.
GPT-5 is here: Expert intelligence for everyone - OpenAI
Our smartest, fastest, and most useful model yet, with thinking built in. Available to everyone. Expert intelligence for everyone. GPT‑5 is smarter across the board, providing more useful responses across math, science, finance, law, and more. It's like having a team of experts on call for whatever you want to know. The best response, every time. Great at coding. An expressive writing partner. Create clearer, more compelling messaging for everything from stories to speeches and beyond. More useful health answers. Safer and more accurate.
Wednesday, August 06, 2025
AI in the University: From Generative Assistant to Autonomous Agent This Fall - Ray Schroeder, Inside Higher Education
We have become accustomed to generative artificial intelligence in the past couple of years. That will not go away, but increasingly, it will serve in support of agents. “Where generative AI creates, agentic AI acts.” That’s how my trusted assistant, Gemini 2.5 Pro deep research, describes the difference. By the way, I commonly use Gemini 2.5 Pro as one of my research tools, as I have in this column, however, it is I who writes the column. Agents, unlike generative tools, create and perform multistep goals with minimal human supervision. The essential difference is found in its proactive nature. Rather than waiting for a specific, step-by-step command, agentic systems take a high-level objective and independently create and execute a plan to achieve that goal. This triggers a continuous, iterative workflow that is much like a cognitive loop.
Marketing and enrollment surge to gain AI’s competitive edge - Alcino Donadel, University Business
As AI tools prove more effective in the workplace, higher education marketing and enrollment management offices face mounting pressure to adopt new technologies, or risk falling behind. That’s according to the latest annual survey from Education Dynamics and the Online and Professional Education Association, two organizations that support adult and online learners. Respondents specialized in marketing, enrollment management, student success services and admissions. Nearly two-thirds used AI or other emerging technology in 2025, up 15 percentage points from last year. Institutional adoption increased at a similar rate.
Tuesday, August 05, 2025
"Superintelligence is Near! Three innovations that prove it! (I think Fast Takeoff just started!!)" - David Shapiro, YouTube
This podcast discusses the rapid advancements in artificial intelligence, suggesting that we are on the cusp of superintelligence. The speaker highlights three key recent developments: a hierarchical reasoning model paper, Google DeepMind and OpenAI winning gold at the International Mathematical Olympiad, and breakthroughs in AI model architecture discovery. The speaker believes these advancements indicate the "bootstrapping of a new class of primitives" in AI, particularly leveraging reinforcement learning in ways that are not solely dependent on massive datasets. He emphasizes that progress is not hitting a wall; instead, new scaling laws and approaches are continually being discovered. The mastery of mathematics by AI is highlighted as crucial, as math underpins many other scientific and technological fields. The speaker posits that we are moving beyond Artificial General Intelligence (AGI) towards Artificial Superintelligence (ASI), which will be capable of solving problems intractable or even unsolvable for humans, predicting that models might achieve ASI thresholds very soon.
"AlphaGo Moment" For Self Improving AI... can this be real? - Wes Roth, YouTube
This podcast discusses a new research paper from China titled "AlphaGo Moment for model architecture discovery" [00:05]. The paper introduces ASIArch, an AI system that autonomously innovates its own architecture, claiming that humans are the bottleneck in AI research [01:12, 01:21]. ASIArch reportedly conducted almost 2,000 autonomous experiments, discovering 106 innovative linear attention architectures, and the researchers claim to have established the first empirical scaling law for scientific discovery, suggesting that increased computation can lead to better architectures and more innovation [02:54, 03:31]. The research found that a small number of approaches yielded the majority of breakthroughs, with a significant contribution from the AI's own experience [08:29, 09:42]. While the implications are significant, some experts have expressed skepticism regarding the methodology [15:30, 15:56]. The research is open source, and the general trend of self-improving AI research is growing [17:18, 17:32]. [Gemini 2.5 Flash assisted with generating the summary of the podcast]
https://youtu.be/QGeql15rcLo?
Monday, August 04, 2025
Researchers create ‘virtual scientists’ to solve complex biological problems - Hanae Armitage, Stanford
Stanford Medicine researchers created a team of virtual scientists backed by artificial intelligence to help solve problems in their real-world lab. There may be a new artificial intelligence-driven tool to turbocharge scientific discovery: virtual labs. Modeled after a well-established Stanford School of Medicine research group, the virtual lab is complete with an AI principal investigator and seasoned scientists. “Good science happens when we have deep, interdisciplinary collaborations where people from different backgrounds work together, and often that’s one of the main bottlenecks and challenging parts of research,” said James Zou, PhD, associate professor of biomedical data science who led a study detailing the development of the virtual lab. “In parallel, we’ve seen this tremendous advance in AI agents, which, in a nutshell, are AI systems based on language models that are able to take more proactive actions.”
Six Tactics to Get Better Results From AI - Ethan Mollick, et al; Knowledge at Wharton
Achieving valuable results from AI is as much about the quality of your prompts as the capabilities of the tool. You can be a more effective “human in the loop” by refining your ability to formulate clear, specific, and context-rich queries, and obtain more useful solutions and actionable insights as a result. Here are six key tactics — grounded in Wharton research — to help you create more effective AI prompts for business applications.
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