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WKYC Channel 3
WKYC (Cleveland) is your source for breaking news, Northeast Ohio weather, traffic, and live coverage in Cleveland and across the region. Get the latest updates from the WKYC team — from major local headlines and investigations to severe weather, community stories, and the moments everyone’s talking about. Watch live newscasts, stream breaking coverage, and catch up on the top stories shaping Cleveland, Akron, Canton, and surrounding communities. Subscribe for: • Cleveland breaking news + live updates • Northeast Ohio weather forecasts and severe weather alerts • Investigations and accountability reporting • Community stories across the region • Major events, sports, and local explainers WKYC — Cleveland news and weather, live and on demand. 🔗 More: https://www.wkyc.com/
WFAA
WFAA (Dallas–Fort Worth) is your source for breaking news, Texas weather, traffic, and live coverage in Dallas, Fort Worth, and across North Texas. Get the latest updates from the WFAA team — from major local headlines and investigations to severe weather, community stories, and the moments everyone’s talking about. Watch live newscasts, stream breaking coverage, and catch up on the top stories shaping Dallas, Fort Worth, Arlington, Plano, and surrounding communities. Subscribe for: • Dallas–Fort Worth breaking news + live updates • Texas weather forecasts, storms, and severe weather alerts • Investigations and accountability reporting • Community stories across North Texas • Major events, sports, and local explainers WFAA — Dallas–Fort Worth news and weather, live and on demand. 🔗 More: https://www.wfaa.com
Annual Duke Hospice Gala
Raleigh's source for breaking news and live streaming video online. Covering Raleigh, Durham, Fayetteville and the greater North Carolina region.
10 Tampa Bay News
Welcome to 10 Tampa Bay News on YouTube! We’re the CBS affiliate serving the Tampa Bay area. Our team works hard to consider context, pursue connections and identify the trends that shape our world. We believe you deserve a return on your invested attention and a reward for your curiosity. And so, we offer storytelling that delves deeper, beyond the noise and confusion, so that you can feel informed, prepared and connected. Our team delivers information, breaking news, weather and sports 24/7 at 10TampaBay.com.
WWLTV
WWL-TV is New Orleans’ source for breaking news, weather, and unforgettable local stories. From live hurricane coverage to major investigations, recipes and local culture, our award-winning team brings you the most trusted journalism in Louisiana — now streaming FREE on WWL+ 24/7. 📲 Subscribe for exclusive digital specials, daily headlines, live press conferences, festival coverage, Saints updates and must-watch moments from across Southeast Louisiana. 🎥 Watch now on WWL+ or visit WWLTV.com for more. WWLTV.com: https://www.wwltv.com/ Local. Trusted. Relentless. Welcome to WWL-TV.
Nitecore’s latest power bank is the lightest and most compact yet
The Verge is about technology and how it makes us feel. Founded in 2011, we offer our audience everything from breaking news to reviews to award-winning features and investigations, on our site, in video, and in podcasts.
NBC News - Breaking Headlines and Video Reports on World, U.S. and Local Angles
Go to NBCNews.com for breaking news, videos, and the latest top stories in world news, business, politics, health and pop culture.
LA County Assessor to Host Webinar on Business Property Statement
Daily Newsmagazine and City Guide to Pasadena, California featuring local news, breaking news, events, weather, sports news, schools news, shopping, restaurants and more from Pasadena Now
KARE 11
Welcome to the official YouTube channel of KARE 11 News. Subscribe to our channel for compelling and dramatic storytelling, award-winning investigations, breaking news and information you can use. kare11.com: http://www.kare11.com/ Facebook: https://www.facebook.com/KARE11/ Twitter: https://twitter.com/kare11 Instagram: https://www.instagram.com/kare11/
Eye on Northwest Politics: Oct 25, 2026 (Tina Kotek)
Reporting Portland and Vancouver area breaking news and weather stories to make Oregon and Southwest Washington a better place to live
Watch Mornings with Fox Business Online
Watch Mornings with Fox Business online on Fox News. Follow hosts to follow the most current breaking news and to stay up-to-date on what is happening around you.
Science & Engineering Night
Get the latest San Diego news, breaking news, weather, traffic, sports, entertainment and video from fox5sandiego.com. Watch newscasts from FOX 5/KSWB and KUSI.
WHAS11
WHAS11 (Louisville) is your source for breaking news, Kentucky weather, traffic, and live coverage in Louisville and across Kentuckiana. Get the latest updates from the WHAS11 team — from major local headlines and investigations to severe weather, community stories, and the moments everyone’s talking about. Watch live newscasts, stream breaking coverage, and catch up on the top stories shaping Louisville, Southern Indiana, and communities across the region. Subscribe for: • Louisville breaking news + live updates • Kentucky and Southern Indiana weather forecasts and severe weather alerts • Investigations and accountability reporting • Community stories across Kentuckiana • Major events, sports, and local explainers WHAS11 — Louisville news and weather, live and on demand. 🔗 More: https://www.whas11.com
Microsoft announces Windows and Surface event for October 7th
The Verge is about technology and how it makes us feel. Founded in 2011, we offer our audience everything from breaking news to reviews to award-winning features and investigations, on our site, in video, and in podcasts.
9NEWS
KUSA (9NEWS Denver) is your source for breaking news, Colorado weather, traffic, and live coverage in Denver and across the Front Range. Get the latest updates from the 9NEWS team -- from major local headlines and investigations to severe weather, community stories and the moments everyone’s talking about. Watch live newscasts, stream breaking coverage and catch up on the top stories shaping Denver, Boulder, Aurora, Fort Collins and all of Colorado. Subscribe for: • Denver breaking news + live updates • Colorado weather forecasts, snowstorms and severe weather alerts • Investigations and accountability reporting • Community stories across the Front Range • Major events, sports and local explainers KUSA / 9NEWS Denver -- Colorado news and weather, live and on demand. 🔗 More: https://www.9news.com
CicLAvia Sets October Deadlines for Pasadena Businesses Joining Nov. 15 Open Streets Day
Daily Newsmagazine and City Guide to Pasadena, California featuring local news, breaking news, events, weather, sports news, schools news, shopping, restaurants and more from Pasadena Now
Pasadena Lines Up Six Events During LA Tech Week, From Health Care AI to Space Tech
Daily Newsmagazine and City Guide to Pasadena, California featuring local news, breaking news, events, weather, sports news, schools news, shopping, restaurants and more from Pasadena Now
Art, Politics and Possibility on a Spring Afternoon
Daily Newsmagazine and City Guide to Pasadena, California featuring local news, breaking news, events, weather, sports news, schools news, shopping, restaurants and more from Pasadena Now
Pasadena Public Health Department Sued Over Race-Based Eligibility for Infant Health Program
Daily Newsmagazine and City Guide to Pasadena, California featuring local news, breaking news, events, weather, sports news, schools news, shopping, restaurants and more from Pasadena Now
Altadena Chamber Wins Countywide Business Nonprofit Award After Year of Fire Recovery
Daily Newsmagazine and City Guide to Pasadena, California featuring local news, breaking news, events, weather, sports news, schools news, shopping, restaurants and more from Pasadena Now
WTHR
WTHR 13NEWS is the news leader for Indianapolis and central Indiana. Get the latest news and breaking news.
WTHR
WTHR 13NEWS is the news leader for Indianapolis and central Indiana. Get the latest news and breaking news.
Science with Steve: Climate change & allergies
Reporting Portland and Vancouver area breaking news and weather stories to make Oregon and Southwest Washington a better place to live
Weekend Break: Brunch, bocce and bowling? 810 Entertainment in South Barrington has all 3 and more
Chicago's Very Own source for breaking news, weather, sports and entertainment.
Football Frenzy (9/4/26)
NORTHEAST KANSAS (KSNT) – High school football in Northeast Kansas is back. This article will be updated as scores are made available. 6A 5A 4A 3A 2A 1A 8 man For more sports news, click here. Keep up with the latest breaking news in northeast Kansas by downloading our mobile app and by signing up for our news email […]
Britain’s defence minister Healey quits over defence spending
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Perspectives Math and Science Academy hosts unique job fair for community
Chicago's Very Own source for breaking news, weather, sports and entertainment.
The Beauty Of Settled Science
Commenters convinced me I made a subtle mis-step in my framing of Psychology Research Is Mostly Fine. My framing emphasized that social priming studies had failed to replicate, but that many other subfields of psychology hadn’t. This naturally led commenters to point to failed replications in other subfields. Although none of these were as bad as social priming, few or none were entirely problem-free. Instead of emphasizing the difference between social priming and other subfields, I should have emphasized the difference between settled science and novel research. Here are some of my favorite psychology findings: The brain is sculpted by reinforcement learning, and a key driver of this learning is a prediction-error-based algorithm located in the nucleus accumbens and implemented through dopamine. Psychedelic drugs exert their effects through 5-HT2A receptors, pointing to a role for these receptors in some sort of construct like the balance between priors and new evidence. Certain cognitive functions are localized to certain brain areas (for example, impulse control to the frontal lobes; linguistic structure to Broca’s area, linguistic meaning to Wernicke’s area. But injure one of these areas, or render a certain function useless (eg a blind person having no more use for their visual cortex), and these mappings can gradually shift - suggesting that neurons are general-purpose compute whose specialization is a contingent fact about convenience and efficiency rather than a necessity. Most personality traits and general capabilities are about 50% genetic and 50% random, with little role for family environment or childhood history, with a few notable exceptions like partisan preference. Recent research complicates this story, but the further you go from this basic picture, the gnarlier the chains of indirect causation you require. Neurons fire together in “brain waves”, whose exact frequency corresponds with the character of consciousness; These divide neurons into natural subpopulations and linked graphs. The gamma rhythm corresponds surprisingly well to items in conscious awareness. GABA receptors seem to be involved in something like relaxation. By hitting different GABA receptors in different ways, you can modulate the exact type of relaxation you produce. Hitting GABA-A directly is too powerful and can cause dangerous levels of sedation, but allosteric modulation of GABA is an incredibly fruitful strategy that underlies drugs from benzos to barbituates to alcohol. If you know your GABA-A subunits, you can target specific subtypes of relaxation; for example, Ambien hits GABA-A1 and induces sleep. Memory divides somewhat fuzzily into bins of immediate-sensory, short-term, and long-term, with separate retrieval and storage functions, and separate systems for declarative vs. procedural learning. These can be harmed selectively, usually by hippocampal injury, so that some patients can remember their life stories but not form new long-term memories, or learn new skills like bike-riding but not new facts. The exact substrate of memory is unclear but seems to involve new synaptic connections between neurons in at least some way. The ability of modern psychology and psychiatry to treat mental illness is real but limited. SSRIs work for half or slightly fewer than half of patients; antipsychotics work with extreme side effects; benzodiazpines work but produce addiction and tolerance in many (not all) people. Most supplements are stuck in Poor Quality Study Replication Crisis Hell, but melatonin and l-theanine stand out as especially promising. Psychotherapy works with moderate effect size, but (with a few exceptions) seems to be more about the relationship with the provider than the details of the therapy itself. Mental hospitalization can sometimes defuse immediate crises but work less well than mental hospitals would like, with some studies showing overall negative effects. Schizophrenia is mostly genetic, but risk also increases with prenatal infection (especially rubella) and obstetric complications; there is suggestive evidence for roles of social stress and drug use (with psychedelics and marijuana making things worse, and nicotine if anything making things better). Bipolar and schizophrenia are so closely linked on a pathophysiological level that it seems like they might be the same disease; on the clinical level, they do seem to follow two separate courses/prognoses but can sometimes surprise clinicians by eg someone who seemed condemned to permanent schizophrenia unexpectedly recovering. The brain’s native reinforcement learning algorithms cash out in the phenomena of classical and operant conditioning; different reinforcement schedules reinforce at different levels, which can be exploited by bad actors to make especially compelling products (eg slot machines). None of these are immune to doubt. A few are speculative; one or two are genuinely unorthodox. But they’re all a step above one p = 0.049 paper that might not replicate. If they get overturned, they’ll be overturned by the same sort of genuine scientific shift that replaced Ptolemy with Copernicus or Lamarck with Darwin, not some sort of sordid discovery about someone entering random numbers into a spreadsheet. In 2008, Eliezer Yudkowsky wrote about The Beauty Of Settled Science: If you only care about scientific issues that are controversial, you will end up with a head stuffed full of garbage. The media thinks that only the cutting edge of science is worth reporting on. How often do you see headlines like “General Relativity still governing planetary orbits” or “Phlogiston theory remains false”? So, by the time anything is solid science, it is no longer a breaking headline. “Newsworthy” science is often based on the thinnest of evidence and wrong half the time—if it were not on the uttermost fringes of the scientific frontier, it would not be breaking news. Scientific controversies are problems so difficult that even people who’ve spent years mastering the field can still fool themselves. That’s what makes for the heated arguments that attract all the media attention. Worse, if you aren’t in the field and part of the game, controversies aren’t even fun. Don’t be embarrassed to read elementary science textbooks, either. If you want to pretend to be sophisticated, go find a play to sneer at. If you just want to have fun, remember that simplicity is at the core of scientific beauty [...] A steady diet of science news is bad for you: You are what you eat, and if you eat only science reporting on fluid situations, without a solid textbook now and then, your brain will turn to liquid. Psychology isn’t centrally the new paper in Annals Of Recently-Breaking News saying that an n=5 study showing that large portion sizes increase support for terrorism. Psychology is centrally ideas like brain waves, GABA receptors, reinforcement learning, twin studies, and connectionism. People who think differently are worrying too much about BREAKING NEWS!!!, and should stop. The key distinction isn’t “recent research in social psychology” vs. “recent research in cognitive/bio/behavioral psychology”, as my essay last week unfortunately implied. It’s recent research in general vs. the deposit of settled science, battle-tested hypotheses, and carefully-earmarked speculation. And part of the reason social priming in particular was such a disaster was that it defied that heuristic, building itself up over hundreds of studies until it approached or even entered the pantheon of settled science - before collapsing (5-HTTLPR was also sort of like this). This isn’t a claim that settled science is always right - Freud was “settled science” for a long time - just that there’s an intuitive distinction between the level of credence you should have in the existence of power posing vs. the existence of Broca’s Area. (I compounded this error by calling the last post “Psychology Research Is Mostly Fine”, which suggested I was talking about the new research rather than the settled science. I actually meant to distinguish between research-psychology-the-field vs. clinical-psychology-aka-therapy, but this framing unintentionally pushed against the point I wanted to make) Some commenters on the previous article understood this point, but challenged its weight. It’s very cool, they said, to know how many neurons are in which brain lobe, but the main way that Psychology affected their lives was through bad clickbait studies used to buttress dumb policies; some p = 0.049 study says that exposure to microaggressions makes minorities’ brains shrivel into raisins, and now their company has to implement punitive DEI or be sued for hazardous work conditions. I won’t dispute this as an accurate description of how the sausage gets made, but it’s worth examining the trains of thought that connect this observation to a campaign against psychology in general: The dumb woke psychology was wrong and bad, and I don’t have good heuristics for distinguishing dumb woke psychology from other psychology, so I’m going to assume it’s all wrong and bad. The dumb woke psychology was wrong and bad; it seems useful to punish/discredit psychology as a whole to assist my campaign against it, so for propaganda purposes I will try to discredit psychology as a whole. To people in the first camp, my response is: come on, your heuristics aren’t that bad. “Microaggressions makes minorities’ brains shrivel up like raisins” is in the woke category; “the hippocampal theta rhythm seems to be associated with both memory and pathfinding, suggesting an unexpected yet surprisingly compelling relationship between the two” is in the not-woke category, don’t play dumb here. To people in the second camp, my response is: deliberately exaggerated propaganda campaigns are bad and this is a confession, not an excuse. Inability to view science through anything but a political lens was what got us into this problem; doubling down on it is a temporary solution but a recipe for permanent disaster. If you pronounce entire fields of science to be acceptable collateral damage in your campaign against bad political actors, you will alienate not just scientists but patients, clinicians, and general lovers of truth. Instead, you can say the thing you mean - that woke partisans shouldn’t try to occupy and exploit the otherwise-noble science of psychology for their own political gain - and wage the same campaign with a halo rather than a comic-book-villain goatee. From the font of oracular wisdom that is Weird Sun Twitter: [ Vessel Of Spirit@VesselOfSpirit i love you all conditionally but i love the good part of you unconditionally. even if it becomes a very small part 2:11 AM · Jan 22, 2015 1 Reply · 5 Reposts · 29 Likes ](https://x.com/VesselOfSpirit/status/558084551772471298) This is how I feel about psychology1, too, but with a touch more optimism. The good part of psychology is enormous, a hoard of endless treasures. You just have to look past the headlines! 1 To play devil’s advocate - should one always be so magnamious? Astrology? Phrenology? These seem different in that their entire orientation was flawed from the start; they didn’t simply fail to find the correct constellation-personality connections, the whole project of searching for connections between constellations and personality was doomed from the start. More difficult might be asking the same question about education research, which is notoriously bad. I don’t know enough about education research to know if there’s some settled science of correct and enlightening results lurking in the background beyond the day-to-day froth of poorly-conducted and politically-motivated studies. I think if it’s 90% bad, 10% good, it’s correct to call it bad as a compact way of communicating a useful truth; I think psychology is better than that, but admit it’s a tough judgment call.
WUSA9
WUSA9 (Washington, D.C.) is your source for breaking news, D.C. area weather, traffic, and live coverage in the nation’s capital and surrounding communities. Get the latest updates from the WUSA9 team — from major local headlines and investigations to severe weather, community stories, and the moments everyone’s talking about. Watch live newscasts, stream breaking coverage, and catch up on the top stories shaping Washington, D.C., Northern Virginia, and suburban Maryland. Subscribe for: • D.C. area breaking news + live updates • Weather forecasts and severe weather alerts • Investigations and accountability reporting • Community stories across the region • Major events, sports, and local explainers WUSA9 — Washington, D.C. news and weather, live and on demand. 🔗 More: https://www.wusa9.com 🔗 Stream on your TV: https://www.tv.wusa9.com
Portland-area highway closures impact local businesses
Reporting Portland and Vancouver area breaking news and weather stories to make Oregon and Southwest Washington a better place to live
Community Calendar
New York's source for breaking news and live streaming video online. Covering New York City, New Jersey, Long Island and all of the greater New York Area.
9NEWS
KUSA (9NEWS Denver) is your source for breaking news, Colorado weather, traffic, and live coverage in Denver and across the Front Range. Get the latest updates from the 9NEWS team -- from major local headlines and investigations to severe weather, community stories and the moments everyone’s talking about. Watch live newscasts, stream breaking coverage and catch up on the top stories shaping Denver, Boulder, Aurora, Fort Collins and all of Colorado. Subscribe for: • Denver breaking news + live updates • Colorado weather forecasts, snowstorms and severe weather alerts • Investigations and accountability reporting • Community stories across the Front Range • Major events, sports and local explainers KUSA / 9NEWS Denver -- Colorado news and weather, live and on demand. 🔗 More: https://www.9news.com
Mercy Health expands maternity care by connecting patients with midwives
Local 12 WKRC-TV is the local station for breaking news, weather forecasts, traffic alerts, community news, Cincinnati Bengals, Reds and FC Cincinnati sports updates, and CBS programming for the Cincinnati , Ohio area, including Avondale, Blue Ash, Bond Hill, Camp Washington, Cheviot, Cleves, Colerain Township, Columbia-Tusculum, Corryville, Norwood, Delhi, East Price Hill, Golf Manor, Hyde Park, Lebanon, Loveland, Lower Price Hill, Madeira, Mariemont, Mount Adams, Mount Airy, Mount Healthy, Mount Lookout, Mount Washington, Oakley, Over-The-Rhine, Reading, Sedamsville, Sharonville, Springdale, St. Bernard, South Cumminsville, Symmes Township, Mason, Hamilton, Union Township, Walnut Hills, West Chester, Wyoming, West Price Hill, Westwood, Winton Hills, Alexandria, Bellevue, Covington, Crescent Springs, Erlanger, Fort Mitchell, Fort Thomas, Fort Wright, Florence, Hebron, Highland Heights, Newport, Southgate, Villa Hills, Walton, Aurora, Greendale, and Lawrenceburg.
WKYC Channel 3
WKYC (Cleveland) is your source for breaking news, Northeast Ohio weather, traffic, and live coverage in Cleveland and across the region. Get the latest updates from the WKYC team — from major local headlines and investigations to severe weather, community stories, and the moments everyone’s talking about. Watch live newscasts, stream breaking coverage, and catch up on the top stories shaping Cleveland, Akron, Canton, and surrounding communities. Subscribe for: • Cleveland breaking news + live updates • Northeast Ohio weather forecasts and severe weather alerts • Investigations and accountability reporting • Community stories across the region • Major events, sports, and local explainers WKYC — Cleveland news and weather, live and on demand. 🔗 More: https://www.wkyc.com/
TIME | Current & Breaking News | National & World Updates
Breaking news and analysis from time.com. Politics, world news, photos, video, tech reviews, health, science, and entertainment news.
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
Busy Cobb County road shut down after large business fire
This is a breaking news story. We’ll bring you all the latest developments, LIVE on Channel 2 Action News This Morning from 4:30 a.m. to 9 a.m.
Big Questions and Breakthrough Science: Top Takeaways from the 2025–26 Watson Lecture Season at Caltech
Daily Newsmagazine and City Guide to Pasadena, California featuring local news, breaking news, events, weather, sports news, schools news, shopping, restaurants and more from Pasadena Now
Football Frenzy 10/02
NORTHEAST KANSAS (KSNT) — Week 5 of the high school football season is in the books. Send final scores to Kole.Emplit@ksnt.com and Sydney.Clark@ksnt.com. 6A 5A 4A 3A 2A 1A 8-Man For more sports news, click here. Keep up with the latest breaking news in northeast Kansas by downloading our mobile app and by signing up for […]
Peter Alexander is leaving NBC News to join MS NOW as an anchor
Alexander will have a daily daytime newscast and handle breaking news for progressive-leaning cable news channel formerly known as MSNBC.
Police respond to active situation at Newnan business
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Abdul Carter Suffers Gruesome Injury At Practice (Breaking News)
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Ben Johnson shares heartbreaking news on Cole Kmet injury
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Keldon Johnson speaks after winning Sixth Man of the Year and Spurs are heading to Portland
Get the latest sports headlines from KSAT Sports Now, a streaming show from KSAT 12, the San Antonio, Texas leader in breaking news, weather and sports.
'Big Day with Peter Schrager' brings sports' biggest stories, unfiltered conversation and humor to ESPN starting Sept. 10
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Eye on Northwest Politics: Oct 25, 2026 (Christine Drazan)
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‘The Cardinal Countdown: 17 Days Until Kickoff’
AJ GREEN #17 Height: 6’6” Weight: 250lb Position: DL Class: RS Junior Hometown: Atlanta, GA Summary: One of the biggest recruiting wins of the offseason was the breaking news that AJ Green was going to run it back at Louisville. Sometimes overshadowed by the All-American edge on the other side of the line, AJ did […]
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Does Proposal 2 really get money out of politics? One researcher says ‘not really’
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‘Pawn Stars’ star Rick Harrison gets heartbreaking news on heels of heart surgery
It has been a rough year for the History Channel star.
Owners of West Side restaurant and entertainment spot announce plans to sell
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Kauaʻi Now launches major app update to keep you current with alerts, news, weather, entertainment and more
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How Medicaid fraud could affect your tax dollars and health care
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Louisiana election live updates: Sen. Bill Cassidy faces primary against Trump-backed Rep. Julia Letlow and more
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Caltech Students Host Science Olympiad State Tournament
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The ex-weatherman who wants more local TV stars in Congress
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Political analyst talks influence of data centers on upcoming election
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Several vehicles damaged as fire spreads to Tri-State business
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Pasadena Hosts National Astronomy Conference as Scientists Prepare for NASA’s Next Flagship Space Telescope
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Washburn Athletics announces 2026 hall of fame class
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Art and Science Converge as Senior Center’s Masters Series Sets Spring Theme
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‘The reality, for better or worse’: Columbia comp sci students and faculty grapple with AI’s disruption of the field
‘The reality, for better or worse’: Columbia comp sci students and faculty grapple with AI’s disruption of the field ‘The reality, for better or worse’: Columbia comp sci students and faculty grapple with AI’s disruption of the field A field that once seemed like a direct path to stable, lucrative work is becoming less certain under AI, students and faculty told Spectator. By Ria Vasishtha and Arjun Menon May 3, 2026 Shanying Liu / Deputy Illustrations Editor Asia Genawi, SEAS ’29, first encountered artificial intelligence during her sophomore year at her high school in Indiana. Back in 2023, policies on AI varied widely—even within the same district—and some schools had no guidance at all. As Genawi began to see the effects of AI trickle into her classroom, she turned to guidance from her home state’s Department of Education, which she said she found “outdated and inaccessible.” Genawi spent the rest of her high school career dedicated to the issue, including writing a 15-page memo exploring varying AI policies across Indiana schools, which she sent to every Indiana state senator and representative whose contact information she was able to find. She later helped draft a bill that would have required public high schools to establish and share their own AI policies with students in an accessible format. But with so many other bills already awaiting referral, hers never made it to committee. When Genawi arrived at Columbia to study computer science, she found that the gaps she had spent years trying to address in Indiana had followed her there. Many students and professors were also grappling with what AI meant for the field. Across Columbia’s undergraduate schools, computer science has become the most popular major—accounting for around 11 percent of degrees awarded in Columbia College, 32 percent in the School of Engineering and Applied Science, and 12 percent in the School of General Studies in 2024. While the number of computer science majors in SEAS grew from 166 to 173 during the 2024-25 academic year, the total number across the three schools fell around 4.5 percent from 393 to 375, driven by declines at Columbia College and General Studies. At Barnard, it has grown to become the second most popular major as of 2025, up from third the year prior. The number of degrees awarded have grown fivefold since 2016. Faculty members and students in the department told Spectator that the surge in the major’s popularity has been driven in large part by its apparent promise of a secure, well-paid career path. However, they noted that the recent rise of generative AI has compromised the sense of stability that once defined the field, even as interest in technical skills among students persists. According to data from the Federal Reserve Bank of New York in 2024, out of 74 majors tracked, computer science had the fifth highest unemployment rate among majors at 7 percent, while computer engineering had the second highest at 7.8 percent. “Anecdotally, people are moving away from CS as a major,” Daniel Bauer, a senior lecturer in the computer science department, said. “They’re still taking some of our classes, right, because they think they need that, but they’re instead majoring in other things.” Bauer described a field that had shifted from what he called a “nerdy outlier discipline” to one that “everyone needs,” a sign that technical skills have become a baseline expectation across industries with the emergence of AI. “A lot of people thought, ‘Oh, it’s a guaranteed path to a stable income. You get a six-figure job right out of your undergrad,’” Bauer said. Now, companies may see AI as a way to reduce demand for entry-level programmers, especially in what he calls “code monkey jobs,” roles where a large number of employees are “just writing out code nine-to-five.” Chris Murphy, a senior lecturer in the computer science department, described the current moment as the convergence of two forces: the downturn of the job market and generative AI coming onto the scene. “Things kind of started to really pick up in 2014, 16,” he said, recalling the years after the weaker 2010 market. Murphy added that this was also a period where “students were getting more experience outside of class than they were inside of class” through internships, jobs, and side projects. Murphy suggested that the earlier momentum helped make computer science feel like both an academic program and a reliable pathway into work. That feeling is harder to sustain now as the industry reconfigures, which is a shift that students are seeing firsthand. Rebecca Yu, SEAS ’27, said that during a recent internship in Big Tech, she saw that “every single tech company was racing to integrate” large language models. She added that her manager said her intern class was the first to complete their assigned projects, which she attributed to the increased efficiency that comes with AI. Frank Liu, SEAS ’29, said that with AI lowering the barrier to coding, companies now expect everyone to write code. “A lot of companies outright say if you’re not using coding in your job, you might get fired for not being productive enough,” Liu said. Yu similarly expressed that students increasingly have to accept AI being a part of industry workflow, adding that many also “make use of it to maximize their productivity.” Richard Li, CC ’28, described a “franticness” among his peers as the pace of change accelerates. He explained how “some new tool” is released regularly, noting that tools rise and fall in prominence within weeks. He has come to believe that he doesn’t need to “match that speed all the time” and keep up with every development. Li has learned that AI tools allow him to “take a breath” and “get back into the loop much easier than before” when he needs to. While some companies specifically target Columbia when hiring, sending representatives to campus career fairs and recruiting large numbers from Columbia, a computer science degree cannot be treated as a static credential, Yu described. “You can’t just get your degree and stop learning after that. You have to always be learning,” Yu said. “That is something you basically have to expect for your job.” AI has not only affected students’ decisions to major in computer science, but also reshaped how the subject is taught. Across departments, faculty members no longer treat work done outside the classroom as a reliable measure of understanding, shifting instead toward in-person exams, quizzes, and attendance checks. While homework once made up as much as 60 to 70 percent of a student’s grade in computer science classes, Murphy said that breakdown has since flipped, with exams and quizzes now accounting for the majority. “The assumption—especially among pessimists—is that they’re using it to do their homework,” Murphy said. “They take the homework assignment. They put it into generative AI. Out comes the solution. Submit solution. The end.” Murphy said that faculty members ranged in their responses from fully prohibiting AI use to actively teaching students how to effectively work with AI. He said he shifted his approach this year after his teaching assistants called his belief that students weren’t using the technology “naïve,” and now permits students to use AI on assignments. His surveys of students in his introductory classes have told a more complicated story than the one so-called pessimists offer: Around 60 to 70 percent of students who reported using AI said they used it to have concepts explained to them, to clarify assignment instructions, to generate test cases, or to create practice questions. “Those are all ways that you might have had a tutor in the past to do that, and now you have this AI essentially as your tutor,” he said. Bauer has taken a different approach, teaching students how to use AI productively without sacrificing the core principles of the discipline. “People who are trained to actually use AI tools productively, while being in charge of designing the overall project, will be very much in demand in the next couple of years,” he said. Over the past year, a working group of computer science faculty has been redesigning the introductory and intermediate programming sequence to integrate generative AI as both a subject and a tool, representatives from SEAS wrote in a statement to Spectator. The effort is “coordinated” across the department, “not course-by-course,” with a systematic assessment of how AI integration is affecting student outcomes underway to shape the next round of changes. The goal, the department explained, is for students to be able to “read, verify, and reason about code, whether they or a model wrote it.” Tony Dear, senior lecturer in the computer science department, is piloting individualized AI feedback in a discrete mathematics course, while a machine learning course is also testing a Socratic AI dialogue system designed to “guide inquiry rather than supply answers,” the statement reads. Beyond individual courses, SEAS funded seven cross-departmental faculty projects in generative AI this past academic year, spanning biomedical engineering, chemical engineering, industrial engineering, and computer science, according to the statement. This phenomenon extends beyond the computer science department. SEAS’ new AI minor, which it announced in November 2025, reflects the University’s attempt to adapt. The minor is specifically designed for noncomputer science majors and aims to provide “essential AI knowledge” while emphasizing practical and responsible use across disciplines, according to the SEAS website. At the center of the minor is AI in Context, a course taught by a team of faculty from the departments of computer science, applied mathematics, philosophy, music, literature, and the Writing Center, the representatives told Spectator. Bauer described it as targeted at students who want to bring AI into fields like economics or biology, rather than as a path into software engineering itself. At the graduate level, SEAS announced a new Master of Science in artificial intelligence in February, with the inaugural cohort starting in the fall. While recognizing how AI has helped them navigate coursework, students also described its rise as isolating, even among members of the Application Development Initiative, one of Columbia’s largest computer science clubs. “As people start to ask AI for questions that they would normally ask students and members, it starts to isolate people” Li said. Alexa Kafka, BC ’27, echoed Li’s sentiment, pointing out that computer science has always been a collaborative discipline with code reviews and pull requests, even as AI makes independent work easier. Despite this, Kafka noted that she hasn’t been to office hours “in at least a year.” Bauer added that faculty are exploring long-term solutions to the assessment problem. “One of the things that we’re trying to do at the department or school level is to maybe move towards computerized testing facilities,” Bauer said, referring to ideas in the department to revitalize computer labs as an alternative to pen-and-paper exams. “We have to accept that this is the reality, for better or worse.” But more exams, students say, does not mean better learning, nor does it reflect how computer science is actually done. “Code is so variable and can be approached in so many directions, there’s never just going to be one correct answer. There can be multiple optimal solutions,” Kafka said. Students also expressed concern that the shift toward exam-heavy grading pulls focus away from the applied, project-based work that better reflects both discipline and industry expectations. ADI has tried to respond more quickly than the curriculum can. Through a vibe coding workshop this past semester, club members said they wanted to help students understand not just that AI exists, but how to use it deliberately. “Vibe coding” refers to the practice of prompting AI to write code for a task or project, and has become widespread enough that ADI felt the gap in formal instruction was worth addressing, according to Sophia Huang, BC ’29. The workshop introduced students to the concept of context engineering, which Shaina Sahu, SEAS ’27, described as not just writing a prompt, but optimizing “the rest of the relevant information that you would feed into the model.” Without that, students said that AI-generated code can fail at scale or introduce difficult-to-detect bugs. Genawi said the shift toward AI has changed what it means to be good at computer science. “I think the shift has kind of gone towards what can you create and what can you do, instead of, what do you know,” she said. Indeed, during ADI DevFest, its annual hackathon, Li said more teams are trying to complete their projects than in years past. While sign-ups have historically outpaced submissions, Li said this is beginning to change because teams “have a tool that completes the vision for them.” While many students see AI as an equalizer that lowers the barrier to entry for coding and technical work, Murphy said it also creates new equity concerns inside the classroom around who can afford stronger tools and who already knows how to use them. “The equity issues I worry about are students who have access to paid versions of things versus free versions of things,” he said. Although popular AI models like ChatGPT and Claude have free versions available, both have paid models that can reach over $100 per month, which output different qualities of code. Murphy also pointed to differences in prior exposure to AI literacy itself. “Students who go to high schools or K-12 education, where they’re taught AI literacy, prompt engineering, context engineering, they understand how to do this, as opposed to students who go to schools who don’t teach that,” he said. “Then they come in, and then they’re somehow expected to know how to use these tools.” For Genawi, those disparities begin long before students arrive on campus. “It’s very interesting to consider how lucky you were geographically,” she said. “To be born where you were is influencing your ability to get access to these spaces.” Students like Yu, though broadly apprehensive about the future of computer science, are not without hope. “I’m optimistic, because I think if you’re truly passionate about CS, there will definitely be a place in the field to do something you want to do,” she said. Senior Staff Writer Ria Vasishtha can be contacted at ria.vasishtha@columbiaspectator.com. Follow Spectator on X @ColumbiaSpec. Staff Writer Arjun Menon can be contacted at arjun.menon@columbiaspectator.com. Follow Spectator on X @ColumbiaSpec. Want to keep up with breaking news? Subscribe to our email newsletter and like Spectator on Facebook. Produced with Spectate by Emily Ta
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WUSA9 (Washington, D.C.) is your source for breaking news, D.C. area weather, traffic, and live coverage in the nation’s capital and surrounding communities. Get the latest updates from the WUSA9 team — from major local headlines and investigations to severe weather, community stories, and the moments everyone’s talking about. Watch live newscasts, stream breaking coverage, and catch up on the top stories shaping Washington, D.C., Northern Virginia, and suburban Maryland. Subscribe for: • D.C. area breaking news + live updates • Weather forecasts and severe weather alerts • Investigations and accountability reporting • Community stories across the region • Major events, sports, and local explainers WUSA9 — Washington, D.C. news and weather, live and on demand. 🔗 More: https://www.wusa9.com 🔗 Stream on your TV: https://www.tv.wusa9.com
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