From DSC:
One of my sisters shared this piece with me. She is very concerned about our society’s use of technology — whether it relates to our youth’s use of social media or the relentless pressure to be first in all things AI. As she was a teacher (at the middle school level) for 37 years, I greatly appreciate her viewpoints. She keeps me grounded in some of the negatives of technology. It’s important for us to listen to each other.
New Analysis: Affordability Gaps Remain in Great Lakes States — from ncan.org by Louisa Woodhouse
Key Takeaways
- In every Great Lakes state except Illinois and Minnesota, students face affordability gaps greater than the national average of $1,555.
- Five out of six Great Lakes states have a smaller percentage of affordable public bachelor’s-granting institutions than the national average of 35% of postsecondary institutions.
- In two states (Ohio and Wisconsin), the affordability gap for students at public bachelor’s-granting institutions is more than twice the national average.
- Still, a subset of states have committed to making community college more affordable. In Ohio, Indiana, and Michigan there is no affordability gap, on average, for students to attend community college.
International AI Safety Report — from internationalaisafetyreport.org
About the International AI Safety Report
The International AI Safety Report is the world’s first comprehensive review of the latest science on the capabilities and risks of general-purpose AI systems. Written by over 100 independent experts and led by Turing Award winner Yoshua Bengio, it represents the largest international collaboration on AI safety research to date. The Report gives decision-makers a shared global picture of AI’s risks and impacts, serving as the authoritative reference for governments and organisations developing AI policies worldwide. It is already shaping debates and informing evidence-based decisions across research and policy communities.
What today’s students really want — and what that means for higher ed — from highereddive.com by Ellucian
Cost is too high. Pathways are unclear. Options feel limited. For many prospective, current, or former students, these barriers define their relationship with higher education. As colleges and universities face the long-anticipated enrollment cliff, the question isn’t just how to recruit—it’s how to reimagine value, access, and engagement across the entire student journey.
Ellucian’s 2025 Student Voice Report offers one of the most comprehensive views into that journey to date. With responses from over 1,500 learners across the U.S.—including high school students, current undergrads, college grads, stop-outs, and opt-outs—the findings surface one clear mandate for institutions: meet students where they are, or risk losing them entirely.
What Are Learners Asking For?
Across demographics, four priorities rose to the top:
Affordability. Flexibility. Relevance. Clarity.Students aren’t rejecting education—they’re rejecting systems that don’t clearly show how their investment leads to real outcomes.
How HR is adapting as AI agents join the workforce — from hrexecutive.com by Jill Barth
Business leaders across the world are grappling with a reality that would have seemed like science fiction just a few decades ago: Artificial intelligence systems dubbed AI agents are becoming colleagues, not just tools. At many organizations, HR pros are already developing balanced and thoughtful machine-people workforces that meet business goals.
At Skillsoft, a global corporate learning company, Chief People Officer Ciara Harrington has spent the better part of three years leading digital transformation in real time. Through her front-row seat to CEO transitions, strategic pivots and the rapid acceleration of AI adoption, she’s developed a strong belief that organizations must be agile with people operations.
‘No role that’s not a tech role’
Under these modern conditions, she says, technology is becoming a common language in the workplace. “There is no role that’s not a tech role,” Harrington said during a recent discussion about the future of work. It’s a statement that gets at the heart of a shift many HR leaders are still coming to terms with.
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But a key question remains: Who will manage the AI agents, specifically, HR leaders or someone else?
There Is Now Clearer Evidence AI Is Wrecking Young Americans’ Job Prospects — from wsj.com by Justin Lahart; this article is behind a paywall
Young workers face rising AI competition in fields like software development, but some also benefit from AI as a helper, new research shows
Young workers are getting hit in fields where generative-AI tools such as ChatGPT can most easily automate tasks done by humans, such as software development, according to a paper released Tuesday by three Stanford University economists. They crunched anonymized data on millions of employees at tens of thousands of firms, including detailed information on workers’ ages and jobs, making this one of clearest indicators yet of AI’s disruptive impact.
Young workers in jobs where AI could act as a helper, rather than a replacement, actually saw employment growth, economists found.
DC: If such a robot was dropped on your street with instructions to kill you and everyone else it encounters, how would you stop it?! https://t.co/nWq251BK5c
— Daniel S. Christian (@dchristian5) August 13, 2025
From DSC:
You and I both know that numerous militaries across the globe are working on killer robots equipped with AI. This is nothing new. But I don’t find this topic to be entertaining in the least. Because it could be part of how wars are fought in the near future. And most of us wouldn’t have a clue how to stop one of these things.
AI and Higher Ed: An Impending Collapse — from insidehighered.com by Robert Niebuhr; via George Siemens; I also think George’s excerpt (see below) gets right to the point.
Universities’ rush to embrace AI will lead to an untenable outcome, Robert Niebuhr writes.
Herein lies the trap. If students learn how to use AI to complete assignments and faculty use AI to design courses, assignments, and grade student work, then what is the value of higher education? How long until people dismiss the degree as an absurdly overpriced piece of paper? How long until that trickles down and influences our economic and cultural output? Simply put, can we afford a scenario where students pretend to learn and we pretend to teach them?
This next report doesn’t look too good for traditional institutions of higher education either:
No Country for Young Grads — from burningglassinstitute.org
For the first time in modern history, a bachelor’s degree is no longer a reliable path to professional employment. Recent graduates face rising unemployment and widespread underemployment as structural—not cyclical—forces reshape entry?level work. This new report identifies four interlocking drivers: an AI?powered “Expertise Upheaval” eliminating many junior tasks, a post?pandemic shift to lean staffing and risk?averse hiring, AI acting as an accelerant to these changes, and a growing graduate glut. As a result, young degree holders are uniquely seeing their prospects deteriorate – even as the rest of the economy remain robust. Read the full report to explore the data behind these trends.
The above article was via Brandon Busteed on LinkedIn:
What borrowers should know about student loan changes in the One Big Beautiful Bill — from npr.org by Cory Turner
If you’re a federal student loan borrower or about to become one, your head may be spinning.
On July 4, when President Trump signed the One Big Beautiful Bill Act into law, he also greenlit a history-making overhaul of the federal student loan system — one that will affect the lives of many, if not most, of the United States’ nearly 43 million student loan borrowers.
And boy is it a lot to unpack, with new, tighter borrowing limits and dramatically reduced repayment options, to name just a few of the sweeping changes.
Under the One Big Beautiful Bill Act, borrowers in SAVE will have to change plans by July 1, 2028, when SAVE will be officially shut down. If they wait, though they currently can’t be required to make payments, they will see their loans explode with interest.
From DSC:
In looking at MyNextChapter.ai — THIS TYPE OF FUNCTIONALITY of an AI-based chatbot talking to you re: good fits for a future job — is the kind of thing that could work well in this type of vision/learning platform. The AI asks you relevant career-oriented questions, comes up with some potential job fits, and then gives you resources about how to gain those skills, who to talk with, organizations to join, next steps to get your foot in the door somewhere, etc.
The next gen learning platform would provide links to online-based courses, blogs, peoples’ names on LinkedIn, courses from L&D organizations or from institutions of higher education or from other entities/places to obtain those skills (similar to the ” Action Plan” below from MyNextChapter.ai).

To Bullied and Bored Teens, North Star Offers ‘Unschooling’ — and a Cup of Ramen — from the74million.org by Greg Toppo
‘We tend not to get your football player, cheerleader, sports team kids,’ says the school’s founder. ‘But we get all the kids they pick on.’
For 29 years, the private, non-profit center — don’t call it a school — has been a refuge for kids who chafe at the stress, loneliness or bullying of school. They spend a few months or a few years here, catching their breath as they prepare for life after graduation.
With an enrollment of 65, it offers rigorous, one-on-one tutoring; small, personalized classes in history, math, writing and the arts, and extracurriculars like weekly hiking club excursions. This year, young people designed and taught three courses on Dungeons & Dragons.
“You’re accountable to yourself. Is this the life you want?”
Kenneth Danford
While most mainstream educators would say letting young people “do nothing” for a year is out of the question, he sees it differently: In the unschooling world, he said, “there’s no such thing as ‘doing nothing.’ ”
From DSC:
This one is for the youth out there. Learn these lessons NOW, before you go too much further in your journey here on Earth. If you do, you will reap the benefits of this learning for the rest of your days.
As I mentioned to our own kids when I forwarded this article to them:
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Excerpt:
An old carpenter told his boss that he planned to retire. The boss was sad to lose the carpenter, but understood.
He asked if he’d stick around for one last job—to build one final house.
The carpenter reluctantly agreed, figuring he could get it done quickly. He cut corners, used cheap materials, and rushed through the work.
When the house was done, his boss arrived for the final inspection. But instead of walking the house, he reached into his pocket, and handed the carpenter the keys.
“This is your house,” his boss smiled, “My retirement gift to you.”
The carpenter was stunned. If he’d known he was building his own house, he would have done it differently. Now he’d have to live in a house he had built none too well.
The lesson: You’re always building your own house.
Tech Layoffs 2025: Why AI is Behind the Rising Job Cuts — from finalroundai.com by Kaustubh Saini, Jaya Muvania, and Kaivan Dave; via George Siemens
507 tech workers lose their jobs to AI every day in 2025. Complete breakdown of 94,000 job losses across Microsoft, Tesla, IBM, and Meta – plus which positions are next.
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I’ve Spent My Life Measuring Risk. AI Rings Every One of My Alarm Bells — from time.com by Paul Tudor Jones
Amid all the talk about the state of our economy, little noticed and even less discussed was June’s employment data. It showed that the unemployment rate for recent college graduates stood at 5.8%, topping the national level for the first and only time in its 45-year historical record.
It’s an alarming number that needs to be considered in the context of a recent warning from Dario Amodei, CEO of AI juggernaut Anthropic, who predicted artificial intelligence could wipe out half of all entry-level, white-collar-jobs and spike unemployment to 10-20% in the next one to five years.
The upshot: our college graduates’ woes could be just the tip of the spear.
I almost made a terrible mistake last week. — from justinwelsh.me by Justin Welsh; via Roberto Ferraro
But as I thought about it, it just didn’t feel right. Replying to people sharing real gratitude with a copy-paste message seemed like a terribly inauthentic thing to do. I realized that when you optimize the most human parts of your business, you risk removing the very reason people connect with you in the first place.
So much for saving the planet. Climate careers, and many others, evaporate for class of 2025 — from hechingerreport.org by Lawrence Lanahan
The Trump administration is disrupting career paths for new graduates hoping to work in climate and sustainability, international aid, public service and the sciences
As the class of 2025 enters the workforce, the Trump administration has dismantled career pathways for graduates interested in climate and sustainability work, international aid, public service and research across the natural, behavioral and social sciences. Federal jobs are disappearing, and the administration is eliminating grants and agency divisions that sustain university research programs and nonprofits that are crucial to launching careers.
The National Science Foundation, for example, halved graduate research fellowships, canceled some undergraduate research grants, stopped awarding new grants, froze funding for existing ones, and eliminated several hundred grants for focusing on diversity, equity and inclusion. In March, Robert F. Kennedy Jr. announced 10,000 layoffs at his agency, the Department of Health and Human Services; earlier buyouts and firings had already cut another 10,000 jobs.
Find Your Next Great Job with AI — from wondertools.substack.com by Jeremy Caplan
1. Explore career directions
Recommended tool: Google’s Career Dreamer
What it is: A career visualization tool. See a map of professional fields related to your interests. (See video demo below)
How to use it: Start by typing in a current or previous role, or a type of job that interests you, using up to five words. Then optionally add the name of an organization or industry.
The free service then confirms job activities of interest and shows you a variety of related career paths. Pick one at a time to explore. You can then browse current job openings, refining the search based on location, company size, or other factors you care about.
Example: I’m not job hunting, but I tested out the service by typing in “journalist, writer and educator” as roles and then “journalism and education” as my industries of interest.
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Why it’s useful: I appreciate that Career Dreamer not only suggests a range of relevant fields, but also summarizes what a typical day in those jobs might be like. It also suggests skills you’ll develop and other jobs that might follow on that career path.
Next step: After exploring potential career paths and looking at available jobs, you can jump into Gemini — Google’s equivalent of ChatGPT — for further career planning.
From DSC:
This is the type of functionality that will be woven into the powerful, global, Artificial Intelligence (AI)-based, next-generation, lifelong learning platform that I’ve been tracking. AI will be constantly used to determine which skills are marketable and how to get those skills. The platform will feature personalized recommendations and help a person brainstorm about potential right turns in their career path.







