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Virginia High School Football Rankings: Top 25 Teams
As fall begins to set in across the country, some great high school football is being played in Virginia. Some great programs are going head-to-head against one another, and even going outside their borders to test themselves. Not too much time remains in the regular season. Races are beginning to take form and are setting […]
Google froze its open source bug bounty program due to a 'significant rise' in AI submissions
AI slop seems to be overwhelming bug bounty programs.
Marin IJ Readers’ Forum: Vote no on Proposition 44 to protect community health
Also: Head Start education program helped young immigrant; Voting early helps avoid interference on Election Day
Health records from 68 adults link plant-based grocery support to lower blood pressure and weight
Providing people with nutritious foods can improve the management of chronic metabolic diseases such as type 2 diabetes and hypertension. However, most studies of "Food Is Medicine" programs have only ...
Mark Cuban offers to help Sherrill fix state health benefits program
Gov. Mikie Sherrill is noncommittal on an offer from billionaire entrepreneur Mark Cuban to help New Jersey rein in the soaring cost of its troubled
Will Washington’s ‘millionaire tax’ drive people away? Business owners and lawmakers disagree
Supporters say the tax is needed to help fund education, tax credits for businesses and families, and other public programs. Opponents argue it could drive entrepreneurs, investors, and employers out of Washington.
South Dakota to receive $7.2M in federal funding to modernize rural emergency services
South Dakota will receive $7.2 million through the Rural Health Transformation Program to modernize EMS with 25 projects improving response and telemedicine.
How Americans’ Financial Health Is Faring In The “K-Shaped” Economy
Hey all, Jason here. Money20/20 is still two weeks away, but I’ve already started packing (not procrastinating for once!). My calendar is already filling up with various sessions I want to catch, meetings, and of course happy hours, dinners, and other side events. If you’ll be in Vegas and want to catch up, let me know by replying to this email, and we can try to find a time amidst the chaos of the Venetian. A big if not totally unexpected piece of news dropped on Friday: the Independent Community Bankers of America, a trade group that represents smaller U.S. banks, filed a lawsuit against the OCC and Comptroller Jonathan Gould, arguing that the regulator’s move to grant trust bank charters to firms seeking to use them to conduct substantial non-fiduciary activities exceeds the authorities granted to the OCC by Congress. I haven’t had time to fully digest the legal filing or speak to folks in my network about it, but you can expect to see coverage and analysis on it in next week’s newsletter. Subscribe or Support by Upgrading The NerdCon agenda just dropped. It’s stacked. Partner content: Nubank built an AI-first bank. Chime built its own banking core. Figure and Valon are rebuilding the mortgage stack. At NerdCon, you’ll hear from the people behind those bets: what they chose, what they learned, and what they’re still figuring out. The agenda is live, with leaders from Nubank, Chime, OpenAI, Remitly, Mercury, Figure, Valon and more. Follow the mainstage conversations, bring the problem your team is wrestling with to a hands-on workshop, or pull up a chair at a roundtable. Pick your quests. Meet us in San Diego, November 18–20. Fintech Business Weekly readers save 20% with code FBW20. Explore the Agenda Things To Know & Other Good Reads Federal Reserve Board finalizes changes to enhance the transparency and public accountability of its stress test and reduce volatility in its stress test-related capital requirements (Federal Reserve Board of Governors) FDIC Announces Conclusion of Independent Monitorship (FDIC) Modernizing Financial Regulation: Initial Observations from eSLR (Fed Vice Chair for Supervision Michelle Bowman) The Data Version of Godzilla versus Kong: FRED Takes on AI (Fed Governor Christopher Waller) Financing the AI buildout (Brookings) Q3’26: Rules for Banks but Not for Crypto (Fintech Takes Banking) The Inevitability of Local Stablecoins (Lombard Notes) Delusions of AI Governance: The Human-in-the-Loop Comfort Blanket (Fintech Snark Tank) Stripe agrees to acquire Parafin to expand revenue opportunities for platforms and help small businesses grow (Stripe) Listen: Fighting Fraud in the Age of AI, with SEON’s Tamas Kadar (Fintech Business Weekly) How Americans’ Financial Health Is Faring In The “K-Shaped” Economy If there is one overarching theme across the economy and politics in the U.S. at the moment, it’s “affordability.” The term is vague enough to encompass a panoply of factors shaping Americans’ day-to-day lives: rising costs for the hallmarks of being “middle class,” including healthcare, housing, childcare, and education, inflation and rising interest rates, and a job market with the specter of AI hovering over it. At the same time, policy shifts under the Trump administration have resulted in reduced subsidies to those who get health insurance under the Affordable Care Act and new restrictions on qualifying for Medicaid and SNAP, the impacts of which have yet to be fully felt. These factors are contributing to declining consumer confidence and general dissatisfaction with the economy, despite continuing GDP growth and stock market records. This divergence is encapsulated in the idea of the “K-shaped” economy, in which a small proportion of Americans have seen their wealth balloon, while the majority of American households struggle to preserve the lifestyle they have. Perhaps the greatest determinant of which branch of the “K” a household is on is whether their wealth and income are primarily derived from employment vs. from assets. Nearly two decades of low interest rates and, more recently, elevated rates of inflation have benefited asset owners, while those whose income is primarily or solely derived from labor have largely seen real purchasing power stagnate or decline. This is reflected in recent Bureau of Labor Statistics data showing that labor share of U.S. GDP — the fraction of economic output that accrues to workers as compensation in exchange for their labor — dropped to just 52.8% in Q2 2026, the lowest since the BLS began keeping records. In 1947, approximately 2/3rds of economic output accrued to workers; even as recently as 2001, labor’s share of GDP was 64.1%. Against this backdrop, we’ve seen the rise of more credit and credit-like products: cash advance apps, “no-fee” overdraft, earned wage access, and buy now pay later, which are often used as small-dollar short-term borrowing mechanisms to meet immediate consumption needs or pay other bills (eg utilities, cell phone, other debt payments). With the markers of a middle class existence and, increasingly, basic financial stability seemingly out of reach for many, it should be no surprise there’s been an increase in “financial nihilism,” something industry peers like Alex Johnson and Frank Rotman have discussed and analyzed the roots of. The explosion of gambling and gambling-adjacent products and services — often marketed under the guise of being an “investment” — is inextricably intertwined with the rise of financial nihilism. Crypto, sports betting, and, more recently, prediction markets offer an escape or even hope of sorts, like a contemporary, digital version of a scratch-off lottery ticket, while leaving the overwhelming number of people who use such products worse off. Share of Households That Are Financially “Vulnerable” Ticks Up The Financial Health Network’s 2026 Financial Health Pulse® report adds context on how American households are faring. (I linked to this report in last week’s newsletter, but wanted to take time to further unpack the data in the report this week.) The Financial Health Network publishes the report annually, providing insight into how Americans’ financial circumstances are changing over time. The 2026 report is derived from a survey fielded in April and May 2026. The report leverages survey responses to assess indicators of financial health across spending, saving, borrowing, and planning/protecting and to determine a zero to 100 “FinHealth” score. Those with scores between 0 and 39 are considered “Financially Vulnerable,” consumers with scores ranging between 40 and 79 are defined as “Financially Coping,” and those with scores of 80 to 100 are “Financially Healthy.” The report found that moderate improvements in 2025 were reversed, with the share of respondents considered financially “vulnerable” rebounding to 17%. The longitudinal data reflect the impact of pandemic-era programs, like expanded unemployment, cash stimulus payments, and pauses of federal student loan payments. The positive impacts of those programs, as reflected in the Financial Health Pulse reports, had largely disappeared by 2023. While pandemic-era inflation — to be fair, in part caused by the various support and stimulus measures — had come down from as high as 9% in 2022, it has rebounded since the start of Trump’s second term, with tariffs and energy market disruptions owing to the war in Iran pushing prices back up. Specific indicators in the survey that deteriorated from 2025 to 2026 include the share of respondents spending less than their income over the past 12 months, the share paying all bills on time over the past 12 months, the share that have a manageable amount or no debt, the share that are “moderately” or “very” confident their insurance is adequate to cover them in an emergency, and the share that “somewhat” or “strongly” agree that their household plans ahead financially. Unsurprisingly, lower- and moderate-income households are more likely to struggle to pay their bills on time and have any funds leftover to save. The share of low-income households whose income exceeded their spending dropped from 35% in 2025 to 31% in 2026, while the share of upper-income households whose income exceeded expenses remained unchanged at 63%. Households with student loans or revolving credit card debt reported having “a bit more” or “far more” debt than was manageable at rates far higher than those not carrying these types of debts. The share of those with student loan debt indicating their debt load was too high to manage increased from 50% in 2025 to 55% in 2026, while the share of those with revolving credit card debt saying the same ticked up from 51% in 2025 to 54% in 2026. Households that had student loans were markedly more likely to be financially “coping” or “vulnerable” vs. those without student loans. In 2026, 27% of households with student loans were considered financially vulnerable, a jump of 6% points vs. 2025. Households without student loans saw just a 1% point increase (not statistically significant) in those considered financially vulnerable. Households’ perception of the affordability of categories of goods and services paints a stark picture, with less than one-fourth considering higher education affordable, about a third deeming childcare affordable, and less than half viewing healthcare as affordable. Fintech Business Weekly is made possible by the generous support of paying subscribers — bringing you independent analysis of banking, fintech, and crypto without fear or favor. You can support my work by becoming a paying subscriber if you aren’t already. Paying subscribers enjoy: access to the entire archive of nearly six years of newsletters extended versions of the weekly newsletter, with additional content and analysis and (for founding member tier) quarterly personal 1:1 fintech Q&A / strategy calls with me, tapping into my unparalleled knowledge of the intersection of banking and fintech and experience working in the sector, including helping to launch Goldman Sachs’ retail bank Marcus Support Fintech Business Weekly You can also support Fintech Business Weekly by sponsoring a newsletter or podcast, putting you in front of 93,000+ of the most influential decision makers in banking, fintech, and crypto. Learn more about sponsor opportunities or request a media kit by dropping me an email. Democratic Senate Report Highlights How Iran Uses Tether to Evade U.S. Sanctions Iran uses stablecoins, specifically Tether, to evade sanctions, fund regional proxies, and to purchase military drones, a report released last week by the Senate Permanent Subcommittee on Investigations says. The report was authored by committee ranking member Senator Richard Blumenthal (D-CT) and the minority staff. Crypto and stablecoin proponents will often push back on criticism that criminals make use of these assets by arguing that, on an absolute dollar basis, far more illicit funds flow through traditional banking systems and payment rails than via crypto and stablecoins. And while that is likely true, it elides the reality presented in news story after news story: whether state actors — Russia, Iran, North Korea — or criminal groups, those looking to engage in illicit transactions increasingly favor stablecoins and, specifically, Tether (USDT). The report from the Senate Permanent Subcommittee on Investigations released last week adds context to how Iran uses Tether has a lynchpin in its shadow banking system. The report analyzed 846 wallets that have been sanctioned or targeted for seizure, finding that 84% of them transacted exclusively or primarily in Tether. The ability to create near limitless, anonymous wallets and to move funds effectively instantaneously and irreversibly have made crypto a favored financial mechanism for bad actors. Stablecoins solved key drawbacks of bitcoin, namely, the original cryptocurrency’s highly volatile value in dollars. And while Tether (the company) has the technical ability to “freeze” or destroy funds, the company is often limited and reactive in its approach to doing so, the Senate report argues. Tether, which is nominally based in crypto-friendly El Salvador, “has stated that its compliance with OFAC sanctions is ‘voluntary’ and that it follows ‘OFAC guidelines,’” the Senate report says. Owing to these favorable attributes, Tether “became a primary cryptocurrency for Iran, Hamas, Hizballah, and the Houthis beginning in 2023 and has expanded in scale since,” according to the report. Tether’s role in Iran’s shadow banking system, the report says, is enhanced by crypto exchanges like Bybit, Kyrrex, OKX, Gate, and Binance, and through “over the counter” exchanges and hawala networks. The consequences of these financial flows aren’t hypothetical. The Senate report links Tether as a funds transfer mechanism to Iranian proxies in the region, including Hizballah, the Houthis, and Hamas. Tether has also been used to make payments to secure components necessary to manufacture drones, the report says. The report concludes by arguing that “[s]tablecoin issuers with a significant nexus to the United States, particularly those that offer dollar-denominated stablecoins, should be subject to American sanctions law rather than being allowed to hide behind foreign jurisdictions.” Stablecoin issuers like Tether must be held accountable for repeated failures to prevent illicit finance and sanctions violations by law enforcement, the Department of Justice, the Securities and Exchange Commission, and OFAC, the report argues. [Paying Subscriber Exclusive] OUSD Goes Live, Make Your Own Neobank, U.S. Sanctions Russia’s A7 Network As “Transnational Criminal Organization” OpenUSD, the stablecoin issued by the Open Standard consortium that includes Stripe, Visa, Mastercard, core providers, crypto firms, and numerous banks, went live last week. Social commerce platform Whop raised eyebrows in fintech by offering creators on its platform the ability to launch their own neobanks, which the company describes as “great businesses that are easy to run,” in just 15 minutes. And OFAC and FinCEN target Russia’s “shadow banking” A7 Network — more on these stories after the paywall.
San Jose launches pilot program for mobile healthcare unit on downtown streets
The program hopes to help most vulnerable residents “with complex needs who too often cycle between the street, 911, emergency rooms and back again”
Local nonprofit is gifted a coffee business. They hope it will support human trafficking survivors.
Bloom for Women received Grounds for Restoration, a faith-based coffee business, as a gift to fund programs and create jobs for human trafficking survivors in the Lehigh Valley.
Education program in Eureka and Fortuna delves into brain health
This program provides research-backed guidance on brain health and the importance of taking action to protect your brain at every age.
Michigan got $173M to transform rural health. Where is it going?
Rural hospital leaders in Michigan say the federal program is unable to augment day-to-day operations to support frontline medical care, and is instead flowing to programs on the periphery of where the system is experiencing the most strain.
Michigan got $173M to transform rural health. Where is it going?
Rural hospital leaders in Michigan say the federal program is unable to augment day-to-day operations to support frontline medical care, and is instead flowing to programs on the periphery of where the system is experiencing the most strain.
Herring Gut Coastal Science Center welcomes AmeriCorps member as Assistant Environmental Educator
PORT CLYDE — Herring Gut Coastal Science Center welcomes Kayleigh Amerman to its Port Clyde team as an AmeriCorps member serving as Assistant Environmental Educator through Goodwill Northern New England’s GoodHealth Works AmeriCorps program.
Sherrill signs new law expanding mental health resources in schools
New Jersey Gov. Mikie Sherrill has signed the SPARK program into law. Read more about the new program and others offered to South Jersey residents.
College coach fired in the middle of a game
It’s not often that you see a team make a coaching change in the middle of a game, but that’s exactly what happened with one college football program. During Saturday’s game against the Oregon State Beavers, Colorado State Rams defensive coordinator Tyson Summers was relieved of his duties and ultimately dismissed from the team in…
Franciscan Health presenting The Family Dinner Project
News release, Franciscan Health: Initiative aims to help families connect over meals MICHIGAN CITY, Ind. – Franciscan Health is again hosting The Family Dinner Project, a free program focused on helping families connect, laugh and grow one meal at a time. The program provides easy recipes, fun conversation starters and simple activities to help dinnertime become a positive experience for the whole family. The Family Dinner Project sparks real conversations without cell phones, builds stronger family bonds, removes mealtime stress by making it fun and fits into any schedule or lifestyle. All families are welcome, whether big or small, multigenerational
Missouri football sets record in dominant win over Florida
The Missouri football program set a cool record against Florida on Saturday.
Munson receives $200,000 grant to support community arts programming
UTICA — Munson has received a $200,000 grant from MetLife Foundation to support access to community programming, including the Arts Festival, Art Alive! Family Days, and free summer Community Arts
NCH Continues its Expansion of Cancer Program with New Specialists and Services
Naples Comprehensive Health (NCH) is expanding its cancer program through the recruitment of specialized physicians, the addition of new clinical services and the continued expansion of an integrated model of
Republicans tried to punt health care cuts until after the midterms. It didn’t work.
While most GOP-enacted cuts to Medicaid and other safety net programs won’t happen until 2027, Democrats are speaking to the voters already feeling the squeeze.
TENNESSEE VOLS TRACK & FIELD: Schedule set for upcoming season
Tennessee head coach and director of track & field Duane Ross has unveiled the program's competition schedule for the 2026-27 indoor and outdoor seasons.
Voices: Teach to Fish North Miami Business Summit this weekend
Jawan sits down with Vice Mayor Kassandra Timothe and business owner Margarita Payero who benefited from the program.
North Country Community College launches second health worker training
This program provides practical training for those interested in working as frontline public health professionals.
Hofstra Music Business Earns Eighth Billboard Honor | News
Hofstra University’s Music Business program has again been named among the best in the country by Billboard magazine, earning its eighth recognition since
Penn State facing glaring issues after back-to-back losses
EVANSTON, Ill. (WHTM) — It is next to impossible to pin Penn State’s loss to Northwestern on just one thing, but here are three glaring issues following the Nittany Lions’ back-to-back losses this season. The run game only produced 48 yards, the run defense gave up 418, and head coach Matt Campbell says his program […]
Seaside Women’s Care wins state award for integrated health care
Program pairs women’s health visits with behavioral care and practical help
Syracuse Football Fans Upset With Program's Social Media Post
Orange fans did not appreciate a Friday social media post by the team that seemed to target fans on Friday.
Capcom details plans to evolve RE Engine into an ‘AI-generation game engine’
Programmer says Capcom’s goal is a future ‘where we create games together with AI’…
Notre Dame Nabs Six Spots on Early NFL Draft Board
For decades, major football programs such as the Notre Dame Fighting Irish have spent heavily on training centers and experienced coaching staffs. Those resources help high school recruits become stronger and more prepared early in their college careers. Top universities now run football programs that work much like professional teams. Scouts follow talented college players […] The post Notre Dame Nabs Six Spots on Early NFL Draft Board appeared first on Gridiron Heroics.
Marshall University Top Scholar applications open now through Dec. 15
HUNTINGTON — Applications for Marshall University’s Top Scholar Program opened Thursday, Oct. 1, giving incoming students the opportunity to be considered for some of the university’s most prestigious scholarships through
Two generations of Army dietitians celebrate selection for Army Baylor program
FORT SAM HOUSTON, Texas — The U.S. Army Medical Center of Excellence, joined by Soldiers, families and distinguished guests, celebrated the selection of...
Ryan Field’s debut delivers a major moment for Northwestern football
The Wildcats opened their long-awaited new home Friday night with a charged atmosphere, an announced sellout crowd and the type of performance David Braun believes can propel the program forward.
As beef prices climb, Texas A&M’s meat science program feels the pinch
Demand for beef hasn’t slowed down.
‘I didn’t realize he was this soft’: Dave Portnoy blames Ryan Day’s ‘temper tantrums’ for being removed from ‘Big Noon Kickoff’
Dave Portnoy and other top personalities at Barstool Sports have been a part of Fox’s Big Noon Kickoff college football pregame show for a little over a year. That is now over, with The Athletic reporting on Friday evening that Barstool Sports would no longer feature on the program. Sources told The Athletic that “there…
Team selected for NASA program to explore potential lunar cave
NASA has selected a Planetary Science Institute–led proposal to investigate whether a potentially large underground cave extends beyond the opening of a lunar pit. Such a cave may one day provide a safe ...
Group Health Cooperative opens Pathways to Recovery program
The new program aims to expand substance use treatment to reach more people in need.
Trump visa policies weigh on Columbia journalism program as admissions pause
The drop in international applications shows how uncertainty over Trump’s visa policies is affecting one of the preeminent U.S. journalism institutions.
LA County Extends East LA Small Business Grant Deadline
Los Angeles County officials announced Friday that the application deadline for a grant program assisting small businesses affected by the Lineage Fire and East Los Angeles Oil Spill has been extended by one week, to Oct. 9. The Small Business Recovery Grant provides up to $3,000 to eligible brick-and-mortar businesses and up to $1,000 to […]
Chicago expanding mental health crisis response program to double available hours
Citywide Mental Health Emergency Service Continues Expansion With Longer Hours
The city's Crisis Assistance Response and Engagement program (CARE) is moving its previous 10 a.m.-4:30 p.m. hours to a new 8 a.m.-10 p.m. weekday schedule.
Oklahoma drunk driver at center of 'political favoritism' scandal back in prison
Admitted drunk driver Sara Polston, whose case has spurred protest and policy changes around Oklahoma’s GPS ankle monitoring program, is back in prison and facing charges of illegal voting.
DOE Opens $400M Office of Science Funding Call for FY 2027
The annual solicitation covers seven research programs, from fusion energy sciences to nuclear physics.
Richland County law enforcement considers mental health alternative over arrests
The Richland County Sheriff’s Department is beginning a partnership with the Mental Illness Recovery Center, Inc. (MIRCI) to guide its Law Enforcement Assisted Deflection (LEAD) program.
Layoffs, Closures Planned at Newport Healthcare, Clarvida, Comprehensive Life Resources
A slew of youth behavioral health programs are closing, resulting in a wave of layoffs. Comprehensive Life Resources, Newport Healthcare and
Sunday Science talk to feature ‘Good Fats, Bad Fats’
“Good Fats, Bad Fats” is the title of the Central Colorado Humanists Sunday Science Program at 10 a.m. Oct. 4 at A Church, 419 D St, led by Alicia McLeod.
This week in health care policy: September 28 – October 2, 2026
Drug pricing CMS finalizes GLOBE pilot. On September 30, CMS finalized the Global Benchmark for Efficient Drug Pricing model, a program that ties Part B drug rebates to prices paid in 19 countries. It will cover physician-administered drugs in randomly selected communities throughout the US, representing about 25 percent of Part B beneficiaries. It runs […]
Chicago expanding program meant to help those experiencing mental health crises
Chicago is expanding the Crisis Assistance Response and Engagement program, which helps people experiencing mental health crises.
Mental health response teams now have night time hours, city officials say
Starting Monday, the Crisis Assistance Response and Engagement (CARE) program will extend its hours of operation to 8 a.m. to 10 p.m. Monday through Friday and add a second shift of evening staff.
Orlando Science Center receives top recognition for its animal programs
The science center noted it is one of only 15 institutions nationwide to hold accreditation from both AZA and the American Alliance of Museums
CalAIM Offers Housing and Health Support, but Medi-Cal Barriers Leave Some Californians Behind
California’s CalAIM program can connect vulnerable residents with health care and housing, but getting that help isn’t always simple.
New Macomb-Kettering deal enables business students to transfer straight into bachelor’s program
The Flint-based university will provide a pathway to its Bachelor of Science in management degree.
Bishop’s computer science chair says AI is eliminating ‘grunt work’ and reshaping digital jobs
Dr. Russell Butler, chair of Bishop’s University’s Department of Computer Science, says artificial intelligence is increasingly taking over routine digital “grunt work,” changing the skills students and workers may need in the years ahead. Photo courtesy of Bishop’s University. Click here to read our platform! Get local news like this every morning. Subscribe free below. Subscribe Pulse Newsroom Artificial intelligence is already taking over some of the routine digital work once performed by entry-level employees, according to Bishop’s University Computer Science chair Dr. Russell Butler — a shift he believes will make expertise, judgement and the ability to evaluate AI-generated work increasingly important. Butler described the change as automation reaching what he calls the “bottom of the cognitive pyramid” during an interview with The Pulse about AI, university education and the future of digital work. His argument is not that humans are disappearing from the workplace. Instead, he sees their role changing as AI becomes capable of handling more of the repetitive tasks involved in computer-based work. “Everything’s converging on just AI basically doing all the grunt work,” Butler said. The bottom of the cognitive pyramid Butler is from Lennoxville, completed his undergraduate studies at Bishop’s and later earned his PhD at the Université de Sherbrooke. He joined Bishop’s in 2019 and now chairs its Department of Computer Science. He uses AI in research, teaching and other creative work, and said the technology is increasingly capable of handling routine digital tasks that once required substantial human time. “You’ve got the grunt work, like moving things around in Excel, doing basic programming tasks,” Butler said. “That’s like the bottom grunt work that the entry-level worker would have done two or three years ago.” Butler went further, saying in his view that much of this type of work has already been absorbed by AI tools. He connected that change to a shift he sees taking place in computer science, where entry-level roles have declined while experienced workers can use AI to increase what they can produce. “A senior developer now has access to essentially an unlimited amount of junior developers on demand,” Butler said. He was describing AI systems metaphorically, not literal employees. His point was that one experienced developer can now ask AI tools to produce code or other technical work that might previously have been assigned to more junior workers. That raises a broader question for universities and employers. If some of the simpler work traditionally given to newcomers can now be done by machines, how do people gain the experience needed to become senior workers themselves? Students doing work that once required years of programming Butler said he is already seeing the change inside his classroom. He created a Bishop’s course called CS208, Coding in Plain English, to show students — including those without traditional programming backgrounds — what they can accomplish using AI. Some come from disciplines such as psychology or neuroscience with no previous programming experience. “What I’m finding is that students who have zero programming experience, they come in from another discipline like psychology or neuroscience or something, they are now able to get up and running with real data sets,” Butler said. Butler’s own doctoral work involved neuroimaging, and he said he has assigned students work he considers comparable to the kinds of analysis he performed during his PhD. He described giving students a real dataset, an expected result and instructions to use AI to complete the analysis. Butler said those students have been able to carry out work at a level he associates with tasks he once performed after years of programming experience. That does not mean a student using AI instantly acquires the same knowledge as an experienced computer scientist. But Butler sees it as evidence that AI can dramatically lower the technical barrier between having a problem to solve and producing a working result. The role of the person using the system then changes. They need to know what to ask for, understand enough about the subject to judge the answer and take responsibility for what is ultimately produced. What about AI hallucinations? One persistent concern surrounding generative AI is hallucination — when a system produces information that sounds convincing but is false or unsupported. Butler said that problem has improved substantially in newer systems and is not as severe as it was with earlier models. He pointed in particular to newer AI systems’ ability to search the web, consult scientific databases and return source links rather than simply generating a citation from their internal model. Butler nevertheless said users should verify what AI produces. “You should verify,” he said while discussing citations generated with AI. His position is that hallucinations have become less common in the systems he uses, not that incorrect AI output is impossible. Human checking remains part of the process. Hours of work compressed Butler offered another example from his administrative work at Bishop’s. The university has been comparing CEGEP courses with first-year Bishop’s courses to determine where students may qualify for advanced standing. Traditionally, Butler said, that means reviewing two sets of course descriptions and manually matching one institution’s courses with another’s. As department chair, that could require hours of reading and comparison. He said AI can now be given both sets of material and asked to generate an initial mapping automatically. “It saves me hours and hours of work,” Butler said. Butler said the AI-generated mapping can also produce a better result than he would produce himself. He sees similar opportunities in businesses. A company may receive specifications, drawings, emails or other digital material from customers and then have employees convert that information into an internal format before anything can be manufactured or delivered. AI can increasingly perform parts of that intermediate processing. In Butler’s view, the employee does not necessarily disappear. Instead, the job becomes more about checking the result. “The human is still there,” he said. Judgement could become more valuable That change is central to Butler’s view of where digital work may be headed. If AI can produce a first draft, write basic code, compare documents or process large amounts of information, he argues that knowledge and judgement become increasingly important. “The real scarce resource going forward is going to be domain knowledge, expertise, and… credentials, authority, the ability to work with other people,” Butler said. He is therefore encouraging students not only to learn AI tools but also to broaden their education. He mentioned acting, fine art and photography as examples of courses that can help develop what he described as taste and intuition — the ability to recognize what is good, what is not and what should be changed. “And that’s the skill that they need now because the grunt work has been automated and now it’s about evaluating what the AI produces and telling it how to improve or expand the output,” Butler said. That does not remove the need for technical knowledge. Butler’s argument is that the emphasis may shift away from manually completing every step of a task and toward directing, checking and improving work produced with AI assistance. He also stressed that humans remain responsible for final decisions. “At the end of the day, the human has to make the final call,” Butler said, pointing to the question of accountability. Physical work may be different Butler draws a distinction between digital work and jobs requiring people to manipulate the physical world. He expects AI to continue advancing quickly in tasks performed almost entirely on computers. He is more cautious about claims that humanoid robots will soon be able to replace workers such as plumbers or electricians. Butler said those trades would not be replaced “anytime soon” in his view and described some current robotics demonstrations as overhyped. He described the situation as counterintuitive. “It’s almost like we solved the highest level first,” he said, contrasting advances in digital AI with the harder problem of building robots capable of operating reliably in the physical world. Butler’s argument is that some digital occupations could face automation sooner than trades requiring complex physical work. The wider AI shift in the Townships Butler’s comments come as local institutions are increasingly grappling with how AI should be used. The federal government recently announced up to $162 million over five years for 10,000 AI-related placements through Mitacs. The Université de Sherbrooke told The Pulse that the number of its collaborative research and innovation projects supported through Mitacs has approximately doubled since 2018-19, while the number of placements has approximately tripled. UdeS also said it already has projects involving both AI adoption and the application of AI to other fields. At Bishop’s, Butler said part of his role involves building the Computer Science department’s local presence, connecting students with regional partners and strengthening relationships with the Sherbrooke technology ecosystem. Those developments put universities in a difficult position. They have to prepare students to use the tools employers increasingly have available while also making sure graduates understand enough to recognize when those tools are wrong, incomplete or being applied to the wrong problem. The risk of losing human skills Butler does not see AI as risk-free. Later in the interview, he raised a separate concern: as AI becomes better at reading, writing, programming and other cognitive tasks, people could lose some of the underlying skills that historically helped produce new ideas. “The other danger is that we’re going to lose the human skills,” Butler said. He specifically mentioned reading and writing and argued that people could lose some of the lower-level understanding that contributes to breakthroughs. Butler said AI systems are based on existing human knowledge and argued that they become much more powerful when paired with a capable person. That tension runs through his view of the technology. AI can remove hours of routine work. It can allow beginners to perform tasks that once required substantial technical training. It can give experienced workers significant leverage. But the more capable the technology becomes, the more important it may be for people to develop the judgement needed to decide what should be done in the first place. For Butler, that is where education may have to change. Students still need to understand their field. They still need to know when something is wrong. And they still need to be able to make the final decision. But if AI increasingly handles the bottom of the cognitive pyramid, the value of a worker may depend less on how quickly they can perform the grunt work and more on whether they understand what the work is supposed to accomplish. Don’t miss the next story that affects your community. Join thousands of readers getting The Pulse every morning—plus breaking news alerts when it matters most. If you value this kind of local journalism, consider supporting it. Subscribe, share and like! Subscribe Share
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Many of the university policies that promised “social transformation” didn’t arise in a vacuum. They were actively encouraged by outside funders—often by the federal government itself. Subscribe Accreditation—the peer-review process which enables universities to receive federal grants and student loans—has recently become a policy battleground, with accreditors wielding significant power over both universities and academic disciplines. In 2020, when Oregon Health and Science University’s medical school issued an extensive diversity action plan—which promised “consequences” for employees who failed to support “DEI, anti-racism and social justice”—it specifically pointed to the Liaison Committee on Medical Education (LCME), the medical-school accrediting body, to justify the overhaul. The NSF actively promoted DEI-focused accreditation policies. The proposal for a $1.2 million program on promoting “community engagement” in STEM, which I obtained through a records request, notes that the Accreditation Board for Engineering and Technology was exploring changes to its criteria “that would incorporate JEDI [justice, equity, diversity, and inclusion].” The proposal promised to “support broader JEDI efforts in the general criteria for engineering.” Another grant funded a conference designed to “identify and share best practices and strategies to integrate IDEA principles in accreditation criteria”—referring to an acronym that stands for “inclusion, diversity, equity, and accessibility.” Scholarly societies have become another flashpoint in debates over higher education. Critics argue that many of these societies, which have the power to shape entire disciplines, have become increasingly politicized. Again, through its giving, the NSF played a role in promoting this politicization. In one million-dollar grant that received funding in 2024, a group of psychologists proposed a series of social-justice reforms to the Society for the Psychological Study of Social Issues. The proposal, which I obtained via a records request, asserts that “[r]edistributing resources (such as moving different people into leadership roles) is not enough” and that the society’s “governance structures do not yet reflect its stated values of diversity, equity, and inclusion.” Its solution: review and rework the society’s criteria for leadership development, academic awards, conferences, and publications. Adjusting review criteria informed by “intersectionality” designed to fight “epistemic exclusion” is an easy way to introduce de facto ideological litmus tests into the peer-review process. For many of the grants I obtained, such litmus tests seem to be the point. “Academic departments are racialized social systems that produce and sustain the byproducts of systemic racism,” a proposal for a $2.7 million project funded in 2024 asserts, promising to develop “departmentally-focused change efforts that cultivate values, assumptions, and behaviors that advance racial equity.” The University of Illinois Urbana Champaign’s million-dollar “I-ADVANCE” project, which effectively created a small DEI bureaucracy on campus, promised to Embed 28 ADVANCE faculty fellows in STEM departments” to amplify its equity goals. Another $1.2 million project promised to create “faculty online learning communities,” made up of scientists at universities around the country, that would eventually build department-level diversity action plans. “Ultimately,” the proposal asserts, perhaps more perceptively than its authors realized, “both organizational change and intersectionality frameworks deal with power.” Indeed, such grants confer a great deal of power to administrators and scholar-activists, who can even use the mere availability of funding as a tool to advance their causes. That history is worth remembering amid today’s debate over federal involvement in higher education: Washington has been shaping university priorities for years, including by financing efforts to instill progressive ideas about race, gender, and equity into academic institutions—and many of the policies those grants encouraged remain embedded within universities long after the federal money has stopped flowing. John D. Sailer is the director of higher education policy and a senior fellow at Manhattan Institute. Share