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Why more tools are making independent agents less productive
Having more technology than ever, independent agents are spending more time on administration, not less. The industry selling them those tools carries more responsibility for that than it typically admits
London City gelling, Man City flying
After five frantic weeks, the Women's Super League takes a two-week break, offering the perfect chance to take stock of a thrilling start to the season.
AkzoNobel is selling its Southeast Asia decorative paints business to Nippon Paint for $1.35 billion
The deal covers seven countries and is expected to generate about $1 billion in net cash proceeds after taxes and minority partners
Carlisle boss Elliot proud of squad after hard week
After a five-game winless streak, consecutive away wins have eased some of the pressure on Carlisle head coach Rob Elliot.
Mac Users Reclaim Storage With New Apple Intelligence Removal Tool
A new open-source tool is making waves in the Mac community by helping users reclaim valuable storage space taken up by Apple's AI models. Called "RemoveMacAI," the tool disables Apple Intelligence on macOS 27, removes its downloaded models, and prevents them from being downloaded again. In macOS 27, Apple removed the toggle to disable Apple Intelligence wholesale, and simply disabling individual features doesn't remove the models from your Mac's drive.
Integral Ad Science to Provide Brand Safety and Suitability Measurement in ChatGPT Ads
NEW YORK, October 05, 2026--As artificial intelligence rapidly reshapes digital advertising, marketers face a critical new challenge: ensuring brand safety and suitability within dynamic, generative AI-native environments. Without independent verification, advertising in conversational channels risks creating a blind spot for enterprise brands seeking reliable media quality standards.
AtkinsRéalis on human-centric themed entertainment
AtkinsRéalis reveals how engineering, storytelling and strategy combine to create meaningful, lasting experiences in a fast-evolving market
United Will Begin Selling Basic Fares for More Premium Products
Customers will get fewer add-ons
I spent $500 learning to resell. Soon I had a $25K sales month.
Ethan Alexander started reselling Walmart products on Amazon as a teenager. His family's garage soon became a makeshift warehouse.
Rockstar Traveled Across Florida With Gang Members and Cops for GTA 6 Research
Rockstar has discussed travelling across Florida with gang members and cops for GTA 6 research, and hovering in a helicopter above a Beyonce concert.
Turkish-Japanese Science and Technology University opens in Ankara
Turkish-Japanese Science and Technology University, a joint project agreed on by the two countries in 2013, opened Monday in Ankara, offering undergraduate courses in engineering and doctoral programs in artificial intelligence and earthquake science.
The Surprising AI-Driven Tailwinds For BPO Growth
The market is understandably focused on the headwinds that artificial intelligence creates for the services industry.
Rembrandt etchings offer insight into the master’s vision
This exhibition offers a rare opportunity to explore Rembrandt's etchings up close, revealing intricate details visible with provided magnifying glasses, highlighting his innovative techniques and storytelling beyond his famous paintings.
Trump announces 'Super Intelligence Force' to oversee AI policy
The president named his national intelligence chief will head the taskforce as worries over the technology grow.
Three Preseason Goals For Chicago Bulls' Rookie Caleb Wilson
As Caleb Wilson faces his first NBA competition, the rookie must translate Summer League dominance into veteran-level shooting, defensive aggression, and a compelling case for the starting lineup.
It’s Nearly Impossible to Budget for AI Spending
Artificial-intelligence use is measured in tokens, but the models’ use of tokens at any given task can be unpredictable.
Trump announces members of AI task force
The president appointed his director of national intelligence to spearhead the task force, amid growing concern about AI risks.
OpenAI's Altman says AI benefits warrant accepting some risks
OpenAI Chief Executive Sam Altman said the benefits of artificial intelligence justify accepting some risks and argued the technology should remain broadly accessible to the public
AI, data science leaders join Cornell’s Radical Collaboration initiative
Cornell University is expanding its expertise in artificial intelligence and data science thanks to the arrival of the following faculty members as
Elon Musk rebrands SpaceXAI following Trump directive
SpaceX's artificial intelligence arm is undergoing another identity change just months after Elon Musk consolidated xAI into the company.
Trump names national intelligence director to lead a new federal AI task force
Trump is calling it the “Super Intelligence Force,” because he has tried to rebrand AI as “super intelligence.”
Trump names national intelligence director to lead a new federal AI task force
Trump is calling it the “Super Intelligence Force,” because he has tried to rebrand AI as “super intelligence.”
Trump names national intelligence director to lead a new federal AI task force
Trump is calling it the “Super Intelligence Force,” because he has tried to rebrand AI as “super intelligence.”
TAMIU receives proposed funding for AI freight project
TAMIU's proposed logistics project would use artificial intelligence to improve freight movement through Laredo and strengthen regional trade.
AI, data science leaders join Cornell’s Radical Collaboration initiative
Cornell is expanding its expertise in artificial intelligence and data science thanks to the arrival of new faculty, with support from the Radical Collaboration initiative, building a research community that reaches across disciplines.
Trump names national intelligence director Jay Clayton to lead a new federal AI task force
The announcement comes after Trump hosted top executives of AI companies at the White House last week and said they had signed a voluntary accord that would effectively self-police the development of the technology.
Congressman Sam Liccardo urges U.S.-China cooperation on AI safety
Representative Sam Liccardo is advocating for Congress to take action on artificial intelligence safety, emphasizing the need for international collaboration with China to address critical risks and establish verification mechanisms.
Trump launches ‘Super Intelligence Force’ after calls for AI slowdown
Leaders from the intelligence community, the Pentagon, the Federal Trade Commission and the Office of Personnel Management will serve on the task force.
President Donald Trump announces creation of 'Super Intelligence Force' AI task force
President Donald Trump announced the formation of what he called a "Super Intelligence Force" to "ensure that America continues to lead the World" in AI.
Petra Eyes Potential Sale of Business Amid Financial Struggles
Petra Diamonds is considering selling its assets to secure enough funding to pay creditors as it struggles with the industry downturn.
How Brazilian Scientists Are Revealing The Hidden Threats Facing Sharks
Along Brazil’s coast, the EcoShark project is studying sharks from multiple angles, from satellite tracking and genetics to contaminants, diet and health.
Trump announces leadership of AI task force
President Donald Trump on Sunday announced the creation of a “Super Intelligence Force” to “ensure that America continues to lead the world” when it comes to artificial intelligence.
Auroras appear in broad daylight in Smile spacecraft's eerie first images of Earth — Space photo of the week
The joint European-Chinese Smile satellite officially began its science operations this week, sharing a ghostly image of Earth's sunlit North Pole ringed by giant auroras.
It's Your Business | New Urbana shop aims to encourage reuse, creativity and community
In addition to reselling items, See Use Again also offers tool and mobility aid rentals, professional organization services, and workshops in partnership with artists.
CXO Summit: Only Days Left to Secure Your Tickets
The CXO Summit brings together 500+ C-suite leaders in London on 7-8 October. With registrations doubling, tickets are selling fast – secure yours now
Talking points from England’s 7-0 thrashing of Croatia
England produced one of their most dominant displays in recent years, sealing a stunning 7-0 victory over Croatia at the Stadion HNK Rijeka on Saturday evening.Harry Kane, Jude Bellingham, Anthony Gor...
Meta dodging taxes with data sites
Mark Zuckerberg says Meta's artificial intelligence push is a tremendous success. "Our investments in AI are accelerating every major part of our core business," he has told investors. "Every sign that we're seeing in our own work and across the industry gives us confidence in this investment."
Flathead Business Watercooler
Events happening related to business in the Flathead Valley
Business People
Fayetteville-based Dallas Appraisal Group has announced the promotion of Mason Adams from appraisal associate to director of operations, as well as the hiring of Scotty Thurman as a real state agent.
OPINION | OTHERS SAY: Put an end to resentment politics
American politics is being hijacked not by one ideology, one party or one faith but by influential voices who have discovered that resentment attracts attention, outrage builds audiences and division produces political power.
Mum fundraises to install mental health bench in Wellingborough
The bench includes phone numbers and a QR link that offer support to people in need of help.
Simon Edvinsson Reportedly Prefers Trade From Red Wings
Elliotte Friedman reports Simon Edvinsson prefers to be traded by the Detroit Red Wings as his contract standoff takes a dramatic turn.
Georgia no. 1, Tennessee third in business magazine rankings
For the 13th straight year, Area Development magazine has put Georgia atop of its 2026 list of top states for doing business. Tennessee came in at No. 3 on the list, just behind Texas.
John Green revisits the movie business at ‘Hollywood, Ending’ author event
“Hollywood, Ending,” released Sept. 22, debuted at No. 1 on the New York Times Best Sellers list and USA Today’s Best-selling Booklist.
Flick’s Barcelona and the value of entertainment
What makes a TV show or movie ‘entertaining’?An exciting and dynamic cast roster? Some compelling writing? A creative head pulling all these strings together in one direction? What about a hooked ...
Flick’s Barcelona and the value of entertainment
What makes a TV show or movie ‘entertaining’?An exciting and dynamic cast roster? Some compelling writing? A creative head pulling all these strings together in one direction? What about a hooked ...
Flick’s Barcelona and the value of entertainment
What makes a TV show or movie ‘entertaining’? An exciting and dynamic cast roster? Some compelling writing? A creative head pulling all these strings together in one direction? What about a hooked audience? Take one look at FC Barcelona 2026/27, and how is the season so far any different? Or if it is lacking any […]
ENTERTAINMENT: Pianist-composer joins ASO musicians for chamber concert; Monster Jam celebrates 35 years in February
From fine art and film to comedy and monster trucks, there's entertainment for everyone at these upcoming events.
ENTERTAINMENT: Pianist-composer joins ASO musicians for chamber concert; Monster Jam celebrates 35 years in February
From fine art and film to comedy and monster trucks, there's entertainment for everyone at these upcoming events.
Phil Castellini Sends Message About Reds' Future After Rough Season
The Reds' new control person spoke for the first time since taking over, and he had firm answers about the front office and the team's ownership.
Business Briefcase: Chamber to launch relational ‘accelerator’
POTTSVILLE — The Schuylkill Chamber of Commerce in November will launch Relational Leadership, a three-week “accelerator” led by county native Ed Wallace, a bestselling author and business relationship expert. According to a chamber event r…
What happens when a brand story moves beyond advertising and into entertainment? Industry leaders explore the future of branded storytelling on OTT, from new formats and shoppable content to live…
Can Skydance CEO David Ellison Make Paramount-Warner Bros. Merger Fly?
David Ellison has to prove the merged Paramount-Warner Bros., dubbed Skydance, can become a profitable Hollywood powerhouse amid its massive debt.
AROUND THE LAKES: Geneva Theatre Guild announces 49th season
GENEVA — The Geneva Theatre Guild has announced its 49th season, a dynamic year of theater that celebrates local talent, classic storytelling, and the Guild’s long tradition of community‐driven artistry.
David Ellison just brought in a co-CEO to run his new empire: Meet Ynon Kreiz
Ynon Kreiz's appointment as co-CEO of Skydance answers a key governance question for Ellison's soon-to-be-merged company.
Brazil is regulating AI use in elections. Here’s why it’s been a challenge.
Brazil’s polarized political landscape is rife with disinformation – a challenge that can be turbocharged by artificial intelligence.
Wolff: “It’s difficult to cope” for Russell seeing Antonelli pace
The Bahrain GP in Malaysia represents a crucial moment in the Championship for Mercedes, who introduce a series of long-awaited upgrades to the W17. These updates are the first major aerodynamic changes for Mercedes in several months, who are finally responding to the developments from other teams - most notably McLaren. Despite the relative delay …
ETX Politics: U.S. Rep. Nathaniel Moran talks AI guardrails, affordability and reelection bid
U.S. Rep. Nathaniel Moran, R-Tyler, who represents Texas’ 1st Congressional District, joins Blake Holland on this week’s edition of East Texas Politics on East Texas Now. Moran discusses artificial intelligence guardrails, shipbuilding, his bid for reelection and the issue of affordability.
Minnesota Wild Blame Cable Network for Failed Negotiations
The Minnesota Wild regular season has officially started but many cable and satellite customers still cannot watch games. Guess who the Wild are blaming...
Arkansas volleyball drops second straight SEC match at Georgia
The Arkansas volleyball team lost its second straight SEC game, falling to Georgia 3-1 on the road Friday.
David Ellison's Skydance is a pretty name. What it stands for isn't
By naming the product of two mergers Skydance, David Ellison relegates two of Hollywood's founding studios to a sub-brand stew and attempts to erase a bunch of controversial hires.
STC: Preparing the Workforce of Tomorrow
What does the future of transportation mean for the Rio Grande Valley workforce? South Texas College President Ricardo Solis sees opportunities in logistics, international trade, and emerging technology. Through industry partnerships, STC is connecting workforce training with employers’ needs and preparing for electric trucks, automation, and artificial intelligence.
Man used Facebook Marketplace to advertise business selling magic mushrooms: HCSO
A Riverview man was arrested on Friday after authorities said he was running a business selling hallucinogens on Facebook Marketplace.
European Leaders Mostly Optimistic About Paramount-WB's Future
European industry leaders are cautiously optimistic now that Paramount is about to complete its takeover of Warner Bros., but there are many unknowns.
UCA trustees approve 12% health insurance premium hike for employees
CONWAY -- University of Central Arkansas employees are set to see their health insurance premiums jump 12% after the university's Board of Trustees unanimously approved the increase Friday morning.
Bellingham mulls changes to home business rules
Current regulations limit where businesses can be run and how many employees can be hired. Monday, Oct. 5's meeting could change that.
Paramount-Warner Bros. Discovery will be called Skydance
David Ellison, CEO of Paramount Skydance, speaks during CinemaCon 2026 on April 16, 2026, in Las Vegas, Nevada. (David Becker/Getty Images for CinemaCon)
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
NC election experts warn about voter trust as AI makes political misinformation easier to create
Artificial intelligence is making it easier to create realistic political images, videos and audio, leaving voters with a new question as they head toward the midterm elections: How do they know what they are seeing is real?
Kentucky Wesleyan to present Ellie Magnuson Lecture in Literature and Science: “The Power of Still Becoming: Using Reflection and Writing to Evolve”
OWENSBORO, Ky. -- Stacy Hawkins Adams will present the Ellie Magnuson Lecture in Literature and Science on Sat...
Paramount, Warner Bros. will be named Skydance after merger
David Ellison said the merged Paramount and Warner Bros. Discovery will be called Skydance — the moniker he picked nearly two decades ago when the tech scion began building his
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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