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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.
Cubs Handed Strong Seiya Suzuki Free Agency Prediction
The Chicago Cubs crashed out in the Wild Card Series against the San Diego Padres and now face major offseason decisions, including whether to re-sign Seiya Suzuki.Suzuki hit .270 with 147 hits, 26 home runs, 86 RBIs, and 96 runs scored this season for Chicago, per StatMuse. Meanwhile, in the two Wild Card games against […] The post Cubs Handed Strong Seiya Suzuki Free Agency Prediction appeared first on HEAVY.
Ranchester artist’s work now in all 50 states
Two weeks ago, Katie Coyne realized her online store hit a milestone — she had shipped orders to customers in 48 states. The only two remaining states were New Jersey and Rhode Island. Suddenly, she had a mission.
Al Roker suddenly exits ‘Today’ during live broadcast, later explains why
Al Roker left “Today” early as Dylan Dreyer stepped in before the veteran weatherman later explained his absence.
Konami teases that Belmont's Curse won't be the end for Castlevania
Konami has been a bit quiet with Castlevania until recently, but the publisher has teased more to come for the franchise in the future. Castlevania stepped back into the spotlight with the special DLC made for Dead Cells back in 2023. Now in just a few days, we’ll be getting Castlevania: Belmont’s Curse – the series’ first new, major release...
NICK STROBEL: Saturn and its rings on display
Tonight Saturn is at opposition, appearing opposite the sun in our sky. This happens as we pass by Saturn in our faster, inner orbit. This also marks the time when
Google AI Plus and free users are losing access to Gemini models, and it's happening very soon
The more advanced tiers aren't seeing any changes.
Ex-Browns QB Rips Deshaun Watson Over ‘Pity Party’
A former Cleveland Browns quarterback called out Deshaun Watson for his actions. The post Ex-Browns QB Rips Deshaun Watson Over ‘Pity Party’ appeared first on HEAVY.
Seattle Seahawks Depth Chart at Running Back Against Chargers
On Friday, Seattle Seahawks head coach Mike Macdonald confirmed that Jadarian Price will be out against the Los Angeles Chargers, which means the depth chart at running back is a lot thinner now. Behind Price, there are three running backs expected to be active against the Chargers for the Seattle Seahawks. Those players are Emanuel […] The post Seattle Seahawks Depth Chart at Running Back Against Chargers appeared first on HEAVY.
Chargers Star Khalil Mack Emerges as Top Trade Candidate
Khalil Mack and the Los Angeles Chargers entered the 2026 season with Super Bowl aspirations. While the defense has been solid, the offense has not held up its end of the bargain.The Chargers sit at 0-3 and are gearing up for a road game against the Seattle Seahawks. This follows a loss in Buffalo in […] The post Chargers Star Khalil Mack Emerges as Top Trade Candidate appeared first on HEAVY.
HIGHLIGHTS: Wall vs. Midland Christian
MIDLAND, Texas (KMID/KPEJ) – Midland Christian hosted Wall and the Mustangs handed the Hawks their first loss since December 2024. With the win, Midland Christian wrapped up non-district play with a 3-3 record, and next week they begin district play on the road against Fort Worth Christian. Watch the video above for the highlights.
Highlights: Titusvile vs. Sharon high school football
Sharon (4-2) will visit Slippery Rock next week.
Upper Dauphin dominates Camp Hill
(WHTM) — Camp Hill is looking to get their first win of the year as they take on Upper Dauphin in week six. Well, Camp Hill will have to try next week to get their first win as they lost 41-6. Meanwhile, Upper Dauphin improves to 3-3.
Dalton Knecht Emerges as Likely Lakers Roster Casualty
The Los Angeles Lakers may be gearing up to cut former first-round pick Dalton Knecht, according to a new report, as they shape the roster. The post Dalton Knecht Emerges as Likely Lakers Roster Casualty appeared first on LA Sports Report.
Florida State, other ACC realignment targets push to expand conference cap in college sports bill
The bill initially required five years of independence and capped any league reporting more than $700 million in annual revenue at 19 teams.
Veteran Blackhawks Blueliner Gets Brutally Honest on Team’s Struggles
The Chicago Blackhawks 2026-2027 season has gotten off to a brutal start as the team finds themselves 0-2 right off the bat. Their season opener on Tuesday versus the Vegas Golden Knights featured a 5-2 loss. They followed that up by being shutout 6-0 at the hands of the Utah Mammoth on Thursday night. This […] The post Veteran Blackhawks Blueliner Gets Brutally Honest on Team’s Struggles appeared first on HEAVY.
Apple Confirms AT&T iPhone 18 Pro Max Problems. You Might Need a New Phone
This week's iOS update is intended to prevent this from happening to other phones. If your iPhone 18 Max Pro has already lost service, you'll need to return it for a new one.
Japan's entertainment robots diversify with AI, offer comfort
The range of home entertainment robots is becoming increasingly diverse in Japan, with some providing emotional comfort like pets, and others serving as fashion accessories due to their cute appearance.
Michael Douglas reveals secret Kathleen Turner affair after 40 years
Michael Douglas has dropped a bombshell revelation about his history with Kathleen Turner.
Secretary of state candidates boast business experience but differ on election oversight
All three said they want to ensure no fraud is happening amid Wyoming’s booming rate of new business filings. When it came to voting, they shared different visions for what constitutes fair access and ballot security.
Walt Weiss Provides Outlook of Atlanta Braves' NLDS Rotation
Weiss said Chris Sale's next start date is undecided after making a relief appearance on Thursday.
Chivas and Sporting Cristal to back Peru’s children via Pásala
When strong convictions come together, great things happen. That is how Chivas and the Jorge Vergara Foundation are joining Club Sporting Cristal and the Semillero de Campeones Foundation to bring the...
Bills Face Difficult Roster Decision Amid New Running Back Injury
The Buffalo Bills are in danger of missing running back Ray Davis for Sunday's game against the New England Patriots. The post Bills Face Difficult Roster Decision Amid New Running Back Injury appeared first on HEAVY.
Potential measles exposure on a train in Minot | Health and Human Services North Dakota
BISMARCK, ND (Oct. 2, 2026) – A passenger with measles traveled on Amtrak's westbound Empire Builder, which departed Chicago on Sept. 23 and arrived in Minot the morning of Sept. 24. This created a potential exposure risk for passengers and anyone at the station while the train was scheduled to be in Minot from approximately 9:06 to 9:51 a.m. CT. The passenger reported getting off the train to use the restroom at the Minot station at approximately 9:30 a.m.Anyone who was at the Amtrak station in Minot while this train was stopped, as well as passengers who were traveling on this train, may have been exposed to measles. Individuals who may have been exposed and have received at least one dose of measles, mumps, rubella (MMR) vaccine or previously had measles (likely those born before 1957) do not need to quarantine but should monitor for symptoms for 21 days after exposure. Individuals who have not received a dose of the MMR vaccine should quarantine (stay home) and monitor for symptoms for 21 days following exposure.
A system under strain: Deadly attack raises questions about mental health beds
Second-degree murder, attempted murder, and assault- crimes that happened in three counties over the course of six weeks.
Day in the Life: NYC Health + Hospitals/Coler Environmental Services (EVS) Team
In our hospitals, nursing homes and post-acute care facilities, cleanliness is about far more than appearance. Every disinfected surface, properly sanitized room and diligently maintained common area helps meet the...
Miami Heat to play as Vice City from 'Grand Theft Auto VI' for single game, with new court and uniforms
This will also happen to be Giannis Antetokounmpo's first game against his old team, the Milwaukee Bucks.
Can it run Doom: SQL database edition
300 lines of SQL querying renders accurate bitmapped views of Hell at 35 FPS.
Our Unpopular President Leads an Unpopular War. Remember What Dems Got the Last Time That Happened?
It's beginning to look a lot like 2006.
Supreme Court returns with high-profile emergency cases
The Supreme Court returns Monday, and the Trump administration is already appealing to the high court to make emergency rulings. Experts don’t see the commander in chief slowing down.
Supreme Court returns with high-profile emergency cases
The Supreme Court returns Monday, and the Trump administration is already appealing to the high court to make emergency rulings. Experts don’t see the commander in chief slowing down.
Louisville, Kentucky athletes ineligible after Court of Appeals ruling
The group of athletes now ruled ineligible includes two UofL basketball players, two UofL football players and one UK football player.
S&P 500 Posts Slight Weekly Drop as Health Care, Financials Weigh
The Standard & Poor's 500 index slipped 0.3% this week amid a broad decline led by the health care a
The multiplier effect: Wilmington film boosts local business during ‘One Tree Hill’ convention
WILMINGTON — Thousands of fans pilgrimaged to Wilmington almost two weeks ago to celebrate a show that wrapped filming in the city more than a decade ago. Some local businesses felt the boost.
Ed Sheeran, Macklemore fallout shouldn't be personalized, Bono says
U2 frontman Bono has weighed in on the ongoing controversy involving Ed Sheeran after Macklemore was removed from the singer's tour when venues objected to the rapper's pro-Palestinian remarks.
Why BrightSpring Health Services (BTSG) Stock Is Up Today
What Happened? Shares of healthcare services provider BrightSpring Health Services (NASDAQ:BTSG) jumped 4.8% in the afternoon session after BMO Capital analy...
Lewis Ginter Botanical Garden stops paying health benefits for employees on strike
The Lewis Ginter Botanical Garden has stopped paying health benefits for all employees who went on strike over what they say are unfair labor practices.
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
Are sports & entertainment becoming the 'anti-AI trade'?
Turney Duff chats with Yahoo Sports staff writer Dylan Dittrich and Clocktower Group chief macro strategist Eric Wallerstein about how sports and the "entertainment economy" are emerging as attractive investments as the public's appetite for in-person experiences continues to grow.
Global life expectancy bounces back to near pre-pandemic levels, WHO says
People around the world are living longer again, with global life expectancy almost fully recovered from the disruption of the COVID-19 pandemic, the World Health Organization (WHO) said on Friday.
Colossal Biosciences' Ben Lamm on AI and the science of de-extinction
Ben Lamm, Colossal Biosciences Co-founder and CEO, told CNBC's Julia Boorstin at the 2026 CNBC AI Forum about how AI helps make "magic" happen when it comes to de-extinction.
Parliamentary government and political competition are the oldest traditions in Russian politics. Where did they come from, and why did they disappear? Writer Mikhail Zygar explains in a new film.
It’s hard to believe today, but Rus’ had a parliament before Britain did and a woman with the political stature of a prime minister five centuries before Margaret Thatcher. The Novgorod Republic was a state in which the prince was a hired manager, major decisions were made by the veche or popular assembly, and political culture resembled that of Western Europe in many ways. In his new film, Mikhail Zygar explains how this system emerged, why it lost out to Moscow, and why Vladimir Putin is so fond of Alexander Nevsky.
'This Morning' show host hospitalized after on-air health scare
Alison Hammond, host of the British morning show "This Morning," was hospitalized after she appeared to have a health scare during a live broadcast.
Moving back the clock: Did animal life begin 200 million years earlier than we thought?
In a new study, a research group including Yale paleontologist Derek Briggs suggests animals may have appeared on Earth as early as 800 to 700 million years ago.
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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