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Our take on Colorado’s 2026 ballot measures
Constitutional Amendment 81: Law enforcement reporting requirements to federal authorities Changes the state constitution. All such amendments need 55% to be enacted. Amendment 81 would amend the state constitution to require law enforcement to notify U.S. government immigration officials when they charge a person who is in the country illegally and the alleged offense is […]
High school sports roundup for Oct. 2-3, 2026
Friday, Oct. 2 Football Edmonds-Woodway defeated Lynnwood 48-6 Nathan Schlack scored three touchdowns and the Edmonds-Woodway Warriors defense held the Lynnwood Royals to 37 yards of total offense as the […]
SDSU posts complete road win at Illinois State
NORMAL, Ill. (SDSU) —Josh Holst threw a pair of touchdown passes and the South Dakota State defense forced three turnovers as the second-ranked Jackrabbits came away with a 31-14 victory over Illinois State Saturday night at Hancock Stadium. SDSU improved to 5-1 overall and 2-0 in the Missouri Valley Football Conference. The Redbirds, who entered […]
Eating More Protein Might Not Be as Healthy as You Think
A comprehensive look at scientific research to date points to unexpected benefits from consuming less protein, challenging the surging popularity of protein-packed meals and snacks. The research also raises a bigger question: How much protein do we really need?
Rebels beat Cal in battle of big plays
QB Jackson Arnold delivered with 287 yards total offense and five touchdowns in the 39-31 win over the Golden Bears.
No. 8 YSU surges past No. 22 Southern Illinois
The No. 8 Penguins trailed 10-7 at halftime before scoring the next three touchdowns in the second half to overwhelm the Salukis.
A forgotten 30-year forest experiment just delivered a huge surprise
A 30-year forestry experiment in Australia found that heavily thinned mountain ash forests grew unusually large trees while recovering enough carbon to match or exceed untouched areas. The results suggest carefully managed thinning could support timber production, wildlife habitat, and carbon storage at the same time.
Final Fantasy 7 Revelation Director Says He "Did His Best" to Fight for a Physical Release
Final Fantasy 7 Revelation is getting a physical edition, and it seems director Naoki Hamaguchi had to argue for it. He told Radio Times that he pushed Square Enix for a boxed release, while admitting the product lineup is the publishing team's call. On PS5 and Xbox Series X, the disc reportedly...
Ohio State Dominates Iowa In Record-Breaking Fashion
Ohio State returned to Kinnick Stadium for the first time since the 2017 beatdown, and it went significantly better this time around. For as frustrating as all three phases were for the Buckeyes, Ohio State was in control from the jump, only allowing a late touchdown when the game was well in hand. In the …
Michigan State suffers 31-3 loss at Wisconsin
MADISON, WI. (WLNS) — The Michigan State football team suffered its third straight loss in its first Big Ten road game of the season, falling 31-3 at Wisconsin Saturday. This is the first time since the 2024 season that MSU failed to score a touchdown in a game. The Spartans have scored a combined 26 […]
OLED MacBook Pro to Release This Year
Apple is expected to announce a 16- and 14-inch MacBook Pro with an OLED display and touch-screen capabilities this month or the next. Apple is trying out ...
Marlins Season a Success but Left Much to be Desired
Record-setting home crowds and a historic June surge fueled Miami’s first positive run differential in sixteen years, yet a devastating July collapse ultimately derailed their postseason ambitions.
Bills elevate two defensive backs for Week 4 vs. Patriots
DB Te'Cory Couch and CB Kani Walker elevated from practice squad for Week 4
Kalif Raymond: amazing fantasy story, and wildly unsustainable
Many reasons make Kalif Raymond great. There are even more reasons his fantasy value is poised to plummet.
SnakePit Post-season GDT, #4
Whoops, didn’t expect today’s games to get under way quite as early as they did. The White Sox vs. Guardians game is already under way in Cleveland, but there’s currently no score at the end of the third inning. So it’s not as if we missed much. A full slate of four Division Series games […]
Final Fantasy 7 Revelation director says he "did his best" to fight for a full disc release
Naoki Hamaguchi says he fought for a disc release of Final Fantasy 7 Revelation, as the industry heads towards an all-digital future.
See where Trump's $90 checks to 20 million seniors are going
President Trump said he plans to send $90 check to more than 20 million seniors this month. See how much money is going to midterm battlegrounds.
Watch Notre Dame get on the board at North Carolina
Notre Dame used a long touchdown pass from CJ Carr to Jordan Faison to get its first score against North Carolina.
Josh Allen Can Set Another Bills Franchise Record Sunday
One rushing score away from eclipsing Hall of Fame legends Andre Reed and Thurman Thomas, Buffalo’s dual-threat quarterback poised to claim the franchise’s all-time touchdown crown.
'I Did My Best' — Final Fantasy 7 Revelation Director Responds to Fans Asking for Full Disc Version
Final Fantasy 7 Revelation Naoki Hamaguchi said he did his best to fight for a disc release as the industry heads toward a "future where physical media is essentially disc-less."
Bills news: Previewing the Patriots
Josh Allen and the Bills have gotten off to a much better start on offense than Drake Maye and the sputtering Patriots.
Badenoch returns to Conservative conference much stronger than a year ago
Approval ratings for Tory leader and her party have crept up as she has asserted her style and authority but big challenges lie ahead
ESA’s Juice just used Earth as a slingshot to Jupiter
ESA’s Juice spacecraft raced past Earth on September 28, using our planet’s gravity to dramatically reshape its path toward Jupiter without burning much fuel. The flyby changed its direction by 20 degrees and increased its speed by 3.5 km/s, while also giving scientists a rare chance to test its instruments on Earth and the Moon.
Scientists just made a superconductor stronger using “empty space”
Researchers have demonstrated that quantum fluctuations in supposedly empty space can strengthen superconductivity, raising the transition temperature of an ultrathin material by as much as 5.4%. The discovery opens the possibility of using specially engineered vacuum environments to control quantum materials without direct contact or external driving.
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.
Contributor: There's federal progress on women's health. No joke
States have been the laboratory for policy changes on menopause care and hormone access, and the feds are now following leaders such as California.
Trump is campaigning in reliably red states, a sign of midterm concerns
Trump is rallying in Republican strongholds such as Texas, Oklahoma and Alabama, betting that his presence will be enough to energize voters who might be thinking of sitting out the election.
Islanders Gameday News: New lines, new arena experiences
The New York Islanders have their 54th home opener tonight, and some of you remember all 54 which means some of you (g’morning, Rick!) are really freaking old. (I myself am a spring chicken, so I categorically deny pining for the days when there were rectangular goal creases and no ads on the boards, much […]
Pau Cubarsi opens up on Barcelona pressure, mental health and life as a teenager: ‘You have to keep fighting’
Pau Cubarsi has opened up about the demands of becoming a Barcelona first-team player at such a young age, explaining how psychological support helped him during the early stages of his breakthrough.T...
5 must-buy PC games for less than $3 in the Steam Autumn Sale
You can't get much for $3 these days, but you can nab these games.
'There’s no such thing as democracy' – Yanis Varoufakis | Radical Thinking with Aditya Chakrabortty
In the first episode of Radical Thinking, a new series from the Guardian, senior economics commentator Aditya Chakrabortty speaks to the former Greek finance minister Yanis Varoufakis. What does he make of Andy Burnham's plans to 'rewire' the UK economy? Radical Thinking will be published every Saturday in the Politics Weekly feed
Sidelines Scoreboard: High School Football Highlights (10/2/26)
(KSEE/KGPE) – Game of the Week: Clovis West 42, Clovis East 21 Buchanan 49, Clovis 42 Kerman 33, Kingsburg 30 Immanuel 44, Washington Union 8 San Joaquin Memorial 41, Bullard 35 Sanger 48, Madera 27 Redwood 34, Tulare Union 29 Tulare Western 49, Golden West 13 Reedley 38, Fowler 6 Sanger West 56, Fresno 0 […]
AI's race to transform the world before the money runs out
Never has so much cash flowed into a new technology as is pouring into AI, eclipsing the sums splurged on railways or the internet when those technological revolutions sucked in capital.
‘Can’t Get Much Bigger Than This,’ ‘GOAT’s HOME’ – Sports World Buzzes as Caitlin Clark Joins College GameDay’s 1st Iowa Visit in 20 Years for Ohio State Clash
Caitlin Clark is heading back to Iowa City, and she is doing it for one of the biggest football weekends the Hawkeye community has seen in years. The Fever star will serve as the celebrity guest picker on ESPN’s College GameDay when No.
Science Hill shuts down East
By Eric Woods Tribune Sports Editor Science Hill raced past Morristown East without much resistance from the ‘Canes, shutting East out 58-0. It was the… Login to continue reading Login Sign up for complimentary access Sign Up Now Close
Elijah Plumbar wins Week 7 Gatorlyte Quick Play
BRISTOL, Tenn. (WJHL) — Tennessee High School’s Elijah Plumbar is this week’s Gatorlyte Quick Play winner. Plumbar made a move in the backfield and took it all the way to the end zone for the touchdown. Tennessee High School lost to David Crockett High School 31-28.
Grizzlies Enter Camp in Better Health After Injury-Ravaged Season
Tuomas Iisalo says the Memphis Grizzlies are in a much better health position entering camp after losing 564 games to injury and illness last season.
Grizzlies Enter Camp in Better Health After Injury-Ravaged Season
Tuomas Iisalo says the Memphis Grizzlies are in a much better health position entering camp after losing 564 games to injury and illness last season.
Good Sports: Buchanan freshman with Down syndrome defying the odds on the field and in pool
With his cleats in the grass, Buchanan freshman Wyatt Perkins feels right at home.
Metro Atlanta police department asks for more behavior health resources for crisis calls
This is a unit that the chief has championed for years - so much so that now he says he needs more people on it for people in crisis late at night when they need help the most.
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 ...
State House candidates talk class size, vouchers, mental health in education forum
Candidates for three Tennessee House seats addressed voters at a candidate forum hosted by Clarksville Voices for Education this week.
Zach Edey’s health is key to Grizzlies’ rebuild
Memphis center Zach Edey missed much of last season with a left ankle injury but said he’s in a better place entering this season.
4 Running Backs Who Could Be Traded Soon
With the NFL trade deadline not too far off, several crowded backfields could create opportunities for deals. Injuries around the league could also push contenders to search for proven depth. Several running backs who could be traded already find themselves fighting for touches. Here are four situations that are worth watching.
Trump Directed Use of Taxpayer Money for Ads Praising His Presidency
The government-funded ads show just how much President Trump has been able to use federal money for his own aims.
Mars’ North Polar Ice Is Much Cleaner Than Scientists Thought
Beneath the dusty surface of Mars’ north pole, scientists have uncovered surprisingly clean layers of ice that may preserve a hidden record of the planet’s dramatic climate history. Earth maintains a relatively steady posture in space thanks to the gravitational anchor of a massive moon. Mars lacks that stability. Tugged only by two tiny moons,
Studying Science in an Anti-Scientific Time
This Chronicle Review Deep Cut was first published in 2025. By Julianne Werlin Thanks for reading The Chronicle Review! Subscribe for free to receive new posts and support my work. Subscribe The last two decades have not been kind to science studies. Already bruised and battered by the “science wars” of the 1990s, by the 2000s sociologists of science — who had long argued that science had to be understood in its human context — were encountering the funhouse-mirror version of their own views in right-wing critiques of climate scientists. It was enough to give some prominent scholars pause. “Was I wrong to participate in the invention of this field known as science studies?” asked Bruno Latour, the most famous sociologist of science in the world, in 2003. “Should we apologize for having been wrong all along? Or should we rather bring the sword of criticism to criticism itself and do a bit of soul-searching here: What were we really after when we were so intent on showing the social construction of scientific facts?” In response, Latour proposed a change of method and attitude. Science studies, now chastened and contrite, would no longer seek to strip facts of their authority, but to enrich and enhance them. What this meant in practice was never fully clear. But his diagnosis of problems resonated, even if his solutions did not. Latour’s exercise in public hand-wringing signaled a shift in mood. By 2016, with the first election of Donald Trump, the idea that skepticism of science was a right-wing position, not a left-wing one, had become a commonplace, discussed eagerly in The New York Times. For liberals, vaccine denial during the Covid era and Trump’s second-term attacks on the funding of scientific research, covered extensively in these pages, added a new urgency to the defense of science on both practical and principled grounds. There was little appetite for a sociology or philosophy of science that emphasized the messiness and missteps of the scientific process rather than its integrity and triumphs. The distinguished historian of science Peter Dear’s new book, The World as We Know It: From Natural Philosophy to Modern Science (Princeton University Press, 2025), which seeks to tell the story of 18th- and 19th-century science for a general public, may seem comfortably remote from these bitter contests. In its 16 short chapters, Dear draws swift, sure sketches of major discoveries from Newton to Einstein, ably guiding the reader through debates on stellar nebulae, animal taxonomy, atomic chemistry, evolution, and other flashpoints in the history of science. But though a work of history, Dear’s book must still negotiate our polarized present. In a blurb on its back cover, the historian of biology Lynn K. Nyhart alludes to the “present moment, when scientific knowledge is being swamped by misinformation and its institutions are under siege.” Dear himself, in his conclusion, refers to the “yard signs” and “bumper stickers” that proclaim “Science Is Real.” One antidote to both anti-science propaganda and to reductive slogans in science’s defense is a robust history and philosophy of science: exactly what Dear’s scholarship has long offered. But his new book illustrates how difficult such work has become. Dear, an emeritus professor of history at Cornell University, is best known as a creative and philosophically minded historian of the Scientific Revolution. His edited volume The Literary Structure of Scientific Argument (1991) analyzed the rhetoric of Galileo’s thought experiments to brilliant effect. Discipline and Experience: The Mathematical Way in the Scientific Revolution (1995) was a major contribution to the analysis of scientific experiments in early modern Europe and beyond, while Revolutionizing the Sciences: European Knowledge in Transition, 1500-1700 (2001), now in its third edition, remains one of the best overviews of the profound epistemological upheavals of 16th- and 17th-century science. But Dear has also ventured into later periods. Nearly two decades ago, in The Intelligibility of Nature: How Science Makes Sense of the World (2006), he turned to the 18th and 19th centuries to sketch a history and theory of scientific knowledge. Aimed at a generalist audience, Dear’s simple prose belied serious philosophical ambitions. Science, Dear argued, has two aspects: “natural philosophy,” the quest to understand the true nature of the universe, and “instrumentality,” the applied skills and technologies that allow us to manipulate the world for human advantage. Both strands are ancient, but the innovation of the phenomenon we call “science” was to yoke them together. As Francis Bacon wrote, “Human knowledge and human power meet in one; for where the cause is not known, the effect cannot be produced,” an insight typically abridged to “knowledge is power.” Or, in Bertrand Russell’s characteristically blunt phrase, science has two functions, “1. to enable us to know things, and 2., to enable us to do things.” So far, so conventional. But Dear took issue with this familiar story in one respect. Bacon’s formula implied that theory and practice could be fused in a single method. In fact, Dear argued, the quest to understand nature and the desire to manipulate it were coupled only loosely. They could come together, but they could also pull apart. Focusing on natural philosophy, the “knowing” half of the scientific circle, he used a series of case studies from cosmology, taxonomy, chemistry, electromagnetism, and quantum theory to show how theories changed over time, in dialogue with practice, but never reducible to it. Take the case of matter, the basic substrate of the physical world. In the 18th and 19th centuries, scientists not only disagreed about what it was, but also about how well it could be known. In 1789, the chemist Antoine Lavoisier dismissed speculation about the atomic composition of chemicals as “discussions entirely of a metaphysical nature,” as he sought to orient chemistry away from philosophical abstraction and toward laboratory results. But in the 19th century, atoms returned with a vengeance in the atomic chemistry of John Dalton, who wanted to explain the underlying structure of nature. It was not just that Dalton and Lavoisier had a different set of experimental results, or even a different theory, Dear showed. What counted as an explanation had changed. In arguing that scientific theories depended on their intelligibility to human beings with complex arrays of beliefs and commitments, Dear was in sympathy with science studies. Key figures such as the sociologist Steven Shapin emphasized the importance of psychological mechanisms like trust in the formation and acceptance of scientific ideas. But in focusing on the scientific pursuit of knowledge, not its politics or economics, Dear resisted the more cynical perspective of some of his colleagues. The Intelligibility of Nature strikes a very different note than Shapin’s collection of a few years later, Never Pure: Historical Studies of Science as If It Was Produced by People With Bodies, Situated in Time, Space, Culture, and Society, and Struggling for Credibility and Authority (2010), to name just one example. Walking a very fine line, Dear depicted science as driven at once by complex social dynamics and by the intellectual power of real discoveries. It was a testament not only to his own acumen but also to the vitality of the field that he was able to do so. Nearly two decades later, The World as We Know It returns to the questions broached in The Intelligibility of Nature. Like Dear’s earlier study, it begins with the Newtonian cosmos and ends with debates between Einstein and Bohr on quantum physics. Beyond its terminal figures, many of the same characters appear in both studies, including the naturalists John Ray and the Comte de Buffon; the chemists Étienne François Geoffroy, Antoine Lavoisier, and John Dalton; as well as Charles Darwin and Michael Faraday, among others. Its subject is nearly identical: As in The Intelligibility of Nature, The World as We Know It considers natural philosophy as opposed to instrumentality, here defined as the “desire to create a picture of what the world is really like — the world as God knows it — rather than simply having instrumental or operational control over it.” The two books also overlap in insights — and sometimes even in language. The reader who has learned in The Intelligibility of Nature that Buffon’s method of classifying animals “reflected his belief in the importance of the senses and empiricism in learning about nature (a doctrine associated with Newton and the philosopher John Locke)” will experience a sense of déjà vu on reading, in The World as We Know It, that the classification “reflects Buffon’s commitment to the epistemological stance of Newton and his philosophical underlaborer John Locke, who stressed the role of the senses in creating natural knowledge.” Later in the passage, we read that, “because of its stress on understanding the ways of life of animals in their environments, Buffon’s approach could almost be labeled (anachronistically) as ‘ecological.’” And again, “an anachronistic way of putting it would be to say that Buffon recommends an ecological mode of understanding.” Likewise, in The Intelligibility of Nature we read of Dalton that he was initially drawn to meteorology, and that: He did a bit of experimental work on these things, especially having to do with the water-holding capacity of gases, but his real interest lay in understanding what, at an underlying natural-philosophical level, was really going on physically.” Whereas, in The World as We Know It: He did experimental work on these things, especially concerning the water-holding capacity of gases — although not at a very refined level quantitatively — but he was continually trying to develop a theoretical conception of what was happening physically. The final full chapter of each book closes on the same resigned note. Intelligibility: These days, most serious work on the natural philosophical underpinnings and implications of quantum mechanics is performed not by physicists but by philosophers of science. Among scientific practitioners themselves, Bohr’s attempt to use instrumentality as sufficient grounds for a respectable science has met with a high degree of success. And again, in The World as We Know It: Bohr’s and Einstein’s concerns are now questions that are mostly discussed by philosophers of science rather than by physicists themselves. The marginalization of these sorts of questions amounts to the demise of natural philosophy, at least in physics, in the 20th century. Quantum mechanics “works,” and that’s good enough for most scientists who encounter it. Examples could be multiplied. When handling the same subject matter, some echoes are inevitable. Scholars should not feel that because they have written “Isaac Newton died in 1727” in one book, in the next they must describe him as perishing, expiring, or meeting his maker. But the repetitions of language and arguments (not to mention six reproduced images) threaded throughout The World as We Know It are more extensive than that. They should have been caught by Princeton University Press or its reviewers, and revised. Because the two books have so much in common, it is easy to see where they diverge. The World as We Know It is a less theoretical work than its predecessor. The sociology of knowledge that organized The Intelligibility of Nature has been reduced in scale and folded into readings and examples. The taut interplay between history and theory, which gave the earlier study so much interest, is there, but it is subtle. In the earlier book, the case studies demonstrated theoretical claims about the character and development of science. In the later work, each narrative of discovery is an end in itself. Insights emerge from the history, but they do not control the organization of the study. With the theory muted, it can be hard to understand the logic uniting Dear’s sprawling history of more than two centuries of scientific knowledge. The 16 brisk chapters cover an enormous amount of material. But the closer the volume edges to comprehensiveness, the more obvious the missing elements become. A chapter on “Institutions and Pedagogy,” describing the birth of the research university, illustrates the problem. Inserted roughly halfway through the book, the unnumbered chapter is designed as an “entr’acte,” in acknowledgement that it does not fit the study’s organization around scientific discoveries. Yet as Dear is well aware, no general history of the development of modern science can bracket its 19th-century institutionalization and professionalization. It was the 19th-century university, after all, that gave us the “scientist,” a term coined by the Cambridge philosopher William Whewell. Dear’s history of scientific discoveries implies a wider social and institutional history, but it remains largely subterranean, only occasionally extruded under the pressure of the narrative. It must be said that the balance is not all on the side of the earlier study. There are some advantages to the more historical, less theoretical organization of The World as We Know It. Dear’s accounts of paradigm shifts are remarkably lucid, no small accomplishment given that they span fields and centuries. He makes excellent use of the wealth of new scholarship on Darwin and his influences, to which he has himself contributed. It is satisfying to see puzzle pieces from Buffon’s natural history, Georges Cuvier’s animal taxonomy, Thomas Robert Malthus’s demography, and Charles Lyell’s geology recombined seamlessly in the Darwinian jigsaw. Likewise, Dear’s discussion of stellar nebulae, divided between chapters two and 15, shows vividly how Newton, Kant, Herschel, and Hubble reimagined insights and observations as they sought to discover whether the diffuse light that filtered through early telescopes was a glowing, gaseous substance or discrete but distant stars. Yet despite such pleasures, the book remains a more modest work than The Intelligibility of Nature. Dear has clearly not changed his views about the history of science. But in the two decades that have elapsed, the discipline and the world around it have changed, making it harder to write a sociologically and philosophically ambitious history of science for the general reader. That is a shame, because in the age of Silicon Valley and biotechnology, both the reciprocity and the tensions Dear identified between the epistemological and instrumental ambitions of science are more evident than ever. In recent years, some of the most exciting new books on the history of science in early modernity have focused precisely on this pressure point. Important studies such as Pamela H. Smith’s From Lived Experience to the Written Word (2022), James Poskett’s Horizons: The Global Origins of Modern Science (2022), and Vera Keller’s The Interlopers: Early Stuart Projects and the Undisciplining of Knowledge (2023) all shed new light on how early modern science negotiated the relationship between its instrumental and epistemological ambitions, or in Russell’s phrase, knowing and doing. There is every opportunity for a philosophically informed approach to draw new insights from this wealth of material. Dear, unfortunately, has not done so in The World as We Know It. But for future scholars of the history of science, his body of work over nearly four decades may provide just the model. Julianne Werlin is an associate professor of English at Duke University. Thanks for reading The Chronicle Review! Subscribe for free to receive new posts and support my work. Subscribe
Nvidia Is Killing Its Beloved Shield TV Because It Had Too Much Memory
It’s hard not to see this as a symbol for Nvidia’s turn away from its gaming roots.
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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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. 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