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OpenAI claims we've entered the AGI era — has GPT-6 Astra really demonstrated general intelligence?
OpenAI says its newly launched GPT-6 Astra model brings humanity to the threshold of AGI, but external evaluators argue that inflated lab metrics and opaque testing obscure its true reliability.
The Math Singularity Is Here, and Science May Be Next
OpenAI has released an extraordinary body of mathematical work produced by an unreleased frontier model: 722 manuscripts spanning 372 research families across fields including number theory, complexity theory, and mathematical physics. Each result required, on average, the equivalent of roughly three hours of ChatGPT Pro reasoning. A New Era of Discovery We may be witnessing the beginnings of a “math singularity”: a point at which machine-generated discovery accelerates beyond humanity’s ability to independently reproduce, verify, or fully absorb it. If frontier models can generate hundreds of meaningful results in the time it takes a human researcher to investigate one, the constraint will no longer be producing new mathematics. It will be our capacity to validate, interpret, and integrate it. This does not make mathematicians obsolete. It changes their role. They may increasingly serve as guides, critics, and meaning-makers. Increasingly, they will decide which questions matter, determining which results can be trusted, and explaining why they are important. Mathematical insight may become abundant, while human judgment becomes more valuable than ever. Mathematics May Be Only the Beginning Every scientific discipline could eventually experience a similar acceleration. AI systems could generate and test hypotheses, connect findings across specialized fields, and explore possibilities at a scale no human research community could match. In medicine, imagine models identifying overlooked disease mechanisms, designing drugs and clinical trials, personalizing treatments, or discovering cures in months rather than decades. In materials science, AI could help create better batteries and cleaner industrial processes. In climate science, it could accelerate advances in energy, forecasting, and carbon removal. In biology, it could uncover relationships hidden across enormous genomic and molecular datasets. The result would not simply be faster research. It could expand the frontier of what is scientifically possible. The New Bottleneck Scientific discovery, however, is not the same as scientific progress. A medical breakthrough must still survive laboratory testing, clinical trials, regulatory scrutiny, manufacturing constraints, and real-world deployment. As machine-generated ideas multiply, the bottleneck may shift from producing breakthroughs to validating them safely and translating them into practice. We may soon have more hypotheses than laboratories can test, more drugs than clinical trials can evaluate, and more mathematical results than experts can review. That imbalance will require better systems for automated verification, reproducible research, prioritization, peer review, and collaboration between AI and domain experts. The importance of OpenAI’s work is not merely the number of manuscripts produced. It offers a glimpse of a world in which intelligence can explore thousands of intellectual paths in parallel. If ideas cease to be scarce, humanity’s defining challenge will be deciding which are true, which matter, and how to turn them into progress. The math singularity is not the end of human inquiry. It is the beginning of a new kind—one in which machines expand the frontier of knowledge and humans decide where it should lead. Subscribe Share Leave a comment
President Trump Remarks at Science and Technology Summit in Washington, D.C.
President Trump hosts a summit to highlight technology, artificial intelligence, scientific innovation, and his administration's updated science policy framework.
Amazon cuts fewer than 1,000 jobs across teams, Business Insider reports
Investing.com -- Amazon confirmed a new round of job cuts on Wednesday, primarily in its Stores division, adding to the company’s workforce reductions even as it ramps up spending on artificial intelligence infrastructure.
Japan, U.S. business leaders urge governments to boost AI cooperation
Japanese and U.S. business leaders on Wednesday called on their governments to step up cooperation on artificial intelligence, ranging from measures to support corporate procurement of necessary power sources to harmonizing governance of the rapidly growing technology.
Trump Will Award Musk National Medal Of Science At D.C. Tech Summit
Musk and Jensen Huang, who’s also being honored, were two of the six tech moguls who signed the voluntary "White House Accord on Super Intelligence" last month.
Samsung Q3 profit jumps nearly nine-fold as AI memory boom lifts chip earnings
Samsung Electronics on Thursday projected a nearly nine-fold jump in third-quarter operating profit from a year earlier, beating analysts' estimates as booming demand for artificial intelligence chips drove strong memory earnings.
IQVIA Launches IQVIA Life Science Models to Help Life Sciences Companies Predict Clinical Trial Outcomes
RESEARCH TRIANGLE PARK, N.C.--(BUSINESS WIRE)--IQVIA (NYSE:IQV), a leading global provider of clinical research services, commercial insights and healthcare intelligence to the life sciences and healthcare industries, today at TechIQ 2026 introduced IQVIA Life Science ModelsTM to help predict clinica
New AI trade group launches with focus on health sector
MassIntelligence launched with two founding member companies and plans to add 13 others by invitation.
UT symposium explores AI’s growing role in future of health care
Some of the biggest names in health care, technology and research gathered at the University of Texas this week to discuss how artificial intelligence is already changing the way patients receive c…
Epic used AI to find potential security flaws that could expose patient health records
Epic Systems revealed last month that it used an advanced artificial intelligence tool to find security weaknesses that could have allowed undetectable access to patient health data. Epic maintains health records for more than 325 million patients around the world.
IQVIA Launches IQVIA Life Science Models to Help Life Sciences Companies Predict Clinical Trial Outcomes
RESEARCH TRIANGLE PARK, N.C., October 07, 2026--IQVIA (NYSE:IQV), a leading global provider of clinical research services, commercial insights and healthcare intelligence to the life sciences and healthcare industries, today at TechIQ 2026 introduced IQVIA Life Science ModelsTM to help predict clinical trial outcomes.
FIRST ON FOX: Elon Musk heads back to White House as Trump marks prestigious first of presidency
Trump will award Elon Musk, Sergey Brin, Jensen Huang and Lisa Su the National Medal of Science at a White House summit on super intelligence.
New AI trade group launches with focus on health sector
A new trade group launched this week to give artificial intelligence companies in the health, human services and life sciences worlds a collective voice in anticipation of state government writing …
Bringing local models and sandboxed tools to Windows and GitHub Copilot
Coming soon, GitHub Copilot will determine when a task is best handled by on-device intelligence and when it should leverage cloud-scale models.
FCC considers allowing more political robocalls before midterms, including those created with AI
WASHINGTON (AP) — The Federal Communications Commission is considering a request by a conservative group to loosen rules on political robocalls, including those with artificial intelligence-generated ...
FCC Considers Allowing More Political Robocalls Before Midterms, Including Those Created With AI
WASHINGTON (AP) — The Federal Communications Commission is considering a request by a conservative group to loosen rules on political robocalls, including those with artificial intelligence-generated voices, before November’s midterm elections. Federal law currently bans most robocalls to cellphones ...
AI behaves more like a brain than a database – cognitive science’s role in its origin story helps explain why
This article by Michael Hout, New Mexico State University, and Arryn Robbins, University of Richmond, first appeared in The Conversation, republished with permission.
Emory humanities, social science faculty debate artificial intelligence, tech-free classrooms
As some universities across the country implement prohibitive bans on student devices in classes, professors consider the benefits and drawbacks of technology and AI in higher education.
How Do Data Centers Impact Public Health?
As artificial intelligence booms, data centers—the physical infrastructure driving AI—have become a topic of concern for towns across the United States. Research shows that even the industry's claims of modest economic benefits are overstated. They’re worsened by the staggering health and environmen
Arctic Wolf CEO: AI Has Changed Cybersecurity Forever
Arctic Wolf CEO Nick Schneider joins the Twin Cities Business Show to talk about how artificial intelligence has fundamentally changed cybersecurity. According to Schneider, we are already past the point where humans can defend against agents, and need agents of their own to keep themselves safe. Schneider explains how AI is giving cybercriminals new capabilities,
Teladoc Health unveils new AI capabilities within Solo platform for hospitals
Teladoc Health announced Wednesday the launch of two new artificial intelligence capabilities within its enterprise smart care platform Solo. | The two new tools aim to help health systems surface timely patient insights into their care environments while reducing technology fragmentation, executives say.
As tech reshapes workplaces, University of Tennessee rethinks education
The Institute for the Future of Business was born out of the growth of artificial intelligence, nuclear energy and quantum computing.
I'm an AI founder who chose to study in China over a US college
William Chen, the cofounder of Sapient Intelligence, took a 20-day trip across almost 10 US colleges during his winter break at Tsinghua University.
Teladoc unveils remote monitoring, ambient AI features
The company’s virtual care platform has integrated artificial intelligence scribing and camera-based vitals monitoring as it works to recover from significant financial setbacks.
Market Logic's DeepSights MCP scales market insights reach and business impact through enterprise-wide AI workflows
/PRNewswire/ -- Market Logic Software, the company behind DeepSights. the leading AI market intelligence platform, today announced the general availability of...
HSBC plans job cuts across UK wealth business in AI push, FT reports
HSBC is planning sweeping job cuts across its UK wealth management business, including a sharp reduction in financial advisers and specialist staff, as part of a broader push to use artificial intelligence, the Financial Times reported on Wednesday.
Latham & Watkins Advises Spectrum Equity on Growth Investment in Symmetric Health Solutions
Multidisciplinary team represents the growth equity firm in investment in the healthcare supply chain intelligence provider.
FBI whistleblower alleges Trump ordered investigations of L.A.-area immigration protesters
A former FBI intelligence analyst has alleged that President Trump ordered the FBI to launch unconstitutional investigations into immigration enforcement protesters from the Los Angeles area.
Small Business Insider: Policy Update, Tips & Intelligence, More - Small Business & Entrepreneurship Council
SMALL BUSINESS INSIDER NEW REPORT: Bayh-Dole Is an American Innovation and Entrepreneurship Success Story POLICY & LEGISLATIVE UPDATE ● SBE Council Files Comments on FTC’s “Personalized Pricing” Proposal ● SBE Council Supports FCC Action to Modernize Permitting and Accelerate Digital Infrastructure ● Comments Filed with SEC in Favor of Raising the Regulation Crowdfunding Offering Limit […]
Capitol Context: What are the rules in Texas on AI in political ads?
With less than a month until the midterm elections and with political advertisements flooding the airwaves, KXAN took a look at the current rules when it comes to artificial intelligence and these ads...
Stripe to Power Small Business Underwriting With FedEx Supply Chain Data
FedEx Dataworks, the insights and intelligence subsidiary of FedEx Corp., and Stripe plan to leverage their respective platforms to expand access to
Justice Department tells employees to adopt Trump’s AI rebrand
“This directive shall extend to court filings when appropriate,” the memo titled Super Intelligence states, sources told NBC News.
EU launches network to harness health data and AI for cardiovascular care
A new EU-funded flagship initiative to harness the power of health data and artificial intelligence (AI) across the continuum of cardiovascular care has been launched, with funding from the EU4Health Program.
RFK Jr.'s embrace of AI confounds some MAHA allies and medical experts
Health Secretary Robert F. Kennedy Jr.’s unexpected embrace of artificial intelligence has rankled some of his allies in the “Make America Healthy Again” movement
LOCALIZE IT: As coding boom fades, computer science grads focus on AI skills in choppy job market
Computer science graduates face hiring challenges; artificial intelligence demand is shifting recruitment toward seniors
US stocks hit record high, shrugging off bond market turmoil
The artificial intelligence boom keeps rolling, sending stocks to record highs: The S&P 500 rose 0.7% on Tuesday and hit 7,830 points, an all-time high and its first intraday record high in almost two months.
Breakbeat Media Secures Expanded A.R.I. Financing to Scale Entertainment Platform
Breakbeat Media has secured an expansion of its growth financing facility from Applied Real Intelligence, giving the hip-hop-focused media company... Read More
FBI investigated anti-ICE protesters after Trump demanded probe over TikTok video, whistleblower alleges
The FBI opened preliminary investigations targeting anti-Immigration and Customs Enforcement protesters in Southern California, a former FBI intelligence official alleged in a whistleblower complaint, adding that she believed the move violated the law and agency policy.
Business - US payroll data shows young workers' jobs most affected by artificial intelligence
AIAS+ 2026 Brings Leading Scientists to San Francisco to Explore How AI Is Changing Scientific Discovery
The Tianqiao and Chrissy Chen Institute will bring leading scientists, AI researchers, engineers and innovators to San Francisco November 5–7 for AIAS+ 2026: AI Advancing Science & Society, a three-day symposium focused on one of the most consequential questions facing research today: How can artificial intelligence help scientists move beyond analyzing what is already known and accelerate new discovery?
AI is changing entertainment. Here's what investors are betting on
New Delhi, Oct. 6 -- Recent investments in media and entertainment, from Prime Focus-backed Brahma AI raising $150 million to AI-native live entertainment discovery and ticketing platform thumpN raising over $3.75 million, might suggest that artificial intelligence has become the industry's newest…
In Race With U.S., China Struggles to Recruit Foreign A.I. Researchers
China’s booming artificial intelligence sector has given local researchers good reason to remain in the country, but it has yet to lure overseas scientists despite a government push.
Former German spy chief detained on suspicion of espionage and treason, Bild reports
Former German foreign intelligence chief August Hanning has been detained on suspicion of espionage, treason and obtaining classified information for a foreign power, Bild newspaper reported on Tuesday.
This tool frees up Apple Intelligence storage on macOS, but think twice before using it
A new open-source tool is going viral over its promise to let users who aren’t interested in Apple Intelligence reclaim 12GB or more of storage on their Macs.
Japan's entertainment robots diversify with AI, offer comfort
The range of home entertainment robots is becoming increasingly diverse in Japan, with some providing emotional comfort like pets, and others serving as fashion accessories due to their cute appearance. The growing use of artificial intelligence is also helping to expand the market, widely seen as having taken off with…
The ‘War Games’ problem: Computer science has long understood what it takes to keep AI under control
AI agents don’t go rogue. That’s something only humans do. Nevertheless, a New York Times article – representative of much news coverage of AI – described an OpenAI hacking as “A.I. bots going rogue and independently spearheading a cyberattack.” Name-brand artificial intelligence agents have been on a hacking spree in…
Command-line tool quickly removes Apple Intelligence from macOS 27
The tool can free up over 12GB of storage.
NWA C-Suite: Aaron Shew
Shew leads the technology and product strategy behind one of the country’s leading land intelligence platforms. Under his technology leadership, Acres has scaled to bring together more than 13,000 data...
FSU data scientist receives NSF CAREER Award to develop AI model to analyze complex numerical data at scale
A Florida State University artificial intelligence and data scientist has earned one of the most prestigious early career faculty awards to develop a new
An open-source tool lets you delete 12GB of Apple Intelligence data on macOS
Delete Apple’s AI with a single command.
Neighborhood Intelligence Provides Business Update and Announces $45.5 Million Equity Financing with Participation from Management and a Single Institutional Investor
NASHVILLE, Tenn., October 05, 2026--Neighborhood Intelligence (NASDAQ: NXH) ("Neighborhood" or the "Company") today announced that it has entered into a definitive agreement for the purchase and sale of an aggregate of 16,485,508 shares of its common stock (or pre-funded warrants in lieu thereof) at a purchase price of $2.76 per share (or pre-funded warrant in lieu thereof) in a registered direct offering. In addition, the Company will issue warrants to purchase up to 16,123,189 shares of common
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.
Business - Trump names Jay Clayton as AI czar to lead 'Super Intelligence Force'
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.
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.
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.
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.
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."
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.
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.
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.
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?
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
Experience Intelligence: 3 Insights on Measuring Business Impact
A new methodology is helping brands like IBM design for what matters most. When an industry standard doesn’t exist, create one. It’s the mentality of a
Argonne: Building Scientific Computing Ecosystems for AI-Enabled Discovery
Trustworthy AI-enabled scientific discovery depends on software, people, institutions and community action. Oct. 1, 2026 — Artificial intelligence (AI) is changing scientific computing rapidly. AI systems can now generate and analyze code, synthesize information, assist with hypothesis generation and carry out complex reasoning tasks within scientific workflows. Alongside advances in computing architectures and data-intensive research, […]
7 iOS 27 features that make old iPhones exciting again (no Apple Intelligence needed)
Do you own an older iPhone that doesn’t support Siri AI or Apple Intelligence? Upgrading to iOS 27 is still worth the effort. Here are seven reasons why.
Trump to name intelligence chief Clayton as AI tsar: Reports
The possible selection comes amid increasing calls for the government to intervene in the rapidly developing technology.
Trump to Name Jay Clayton to Serve as A.I. Czar
The director of national intelligence will help develop new policies, and potentially regulations, for the rapidly evolving technology.
RFK Jr.'s AI claims spark physician backlash as debate over medical AI intensifies
Robert F. | Robert F. Kennedy Jr., the Secretary of the Department of Health and Human Services, said on Tuesday that artificial intelligence can provide patients a second opinion that is "much better informed than any doctor in the country."
Trump is expected to name Jay Clayton as AI czar
President Donald Trump is expected to pick Jay Clayton to be the White House’s new czar of artificial intelligence, two sources familiar with the discussion told CNN.
SeatGeek Launches TourIQ, Bringing Predictive Pricing Intelligence to Live Entertainment
NEW YORK, October 02, 2026--SeatGeek, the technology company that has put data at the center of the live event experience from day one, today announced the launch of TourIQ, a predictive intelligence product built for the people who book and price live shows. TourIQ tells a promoter or venue what a concert or third party event is worth at any building, for any artist, on any date, before a single ticket is sold, then generates a price for every seat in the house so the show opens with the right
The Latest Challenge to Data Centers? Restive Investors.
Rising government bond yields are beginning to upend the economics around the artificial intelligence build-out.
Beijing Zhongke WengeAI Science And Technology (SEHK:1956) Stock Could Be Pricey Following Its DocuMind Launch
Beijing Zhongke WengeAI Science and Technology has seen its share price under pressure this year, which puts a spotlight on what investors are really paying for its sales today. With the stock moving and the business pushing deeper into AI document intelligence, the open question is how well the current valuation lines up with the revenue the company is generating. The share price is down 38.6% year to date. This makes the link between Beijing Zhongke WengeAI Science and Technology's current...
Opinion: As AI political deepfake advertisements go viral, state lawmakers struggle to keep up
Opinion from Stefani Langehennig: Imagine watching a political campaign video in which a candidate admits to taking a bribe. You recognize the face and voice. But the confession is entirely fabricated, thanks to artificial intelligence.Now imagine that your state has passed a law against these AI-generated election deepfakes. Would that mean the video has to be removed from the airwaves?
Former CDC director on politics of measles: ‘A death is a death’
Dr. Tom Frieden, former CDC director, appeared on “The Final 5” to discuss the nation’s growing measles outbreak. Frieden said the measles vaccine is safe and effective and remains the only way to stop the spread, while criticizing political arguments over how to classify measles-related deaths. Frieden also discussed the growing role of artificial intelligence in medicine, saying AI can be a powerful tool for doctors and patients but cannot replace trained medical professionals.
Business expert says AI literacy will become as essential as knowing basic word processing
Retail Prophet founder and CEO Doug Stephens explains why the competitive edge in artificial intelligence may come down not to he technology itself, but how leaders use it.
Small business owners beginning to adopt artificial intelligence, Fed study says
Small business owners are beginning to adopt artificial intelligence and are using the technology as a part of their daily operations, according to a survey by Heartland Forward.
Small business owners beginning to adopt artificial intelligence, Fed study says
Small business owners are beginning to adopt artificial intelligence and are using the technology as a part of their daily operations, according to a survey by Heartland Forward.
Wes Moore forms bipartisan governors group on AI, citing federal inaction
Gov. Wes Moore of Maryland is forming a bipartisan group of governors to address concerns about artificial intelligence
The rise of AI suspicion
As images, videos and text generated by artificial intelligence become more common online, people are increasingly being asked to make difficult judgments: Is this real? Was it made by a person? Can it be trusted? Those questions are no longer limited to computer scientists or technology companies. They now shape how people encounter news, social media, art and books.
Israeli Politicians Trade Barbs Over FlyDubai Attack
Prime Minister Benjamin Netanyahu’s campaign for a coming election was already dominated by discussion of the policy, military and intelligence failures leading up to the Hamas-led attacks on Oct. 7, 2023.
Artificial Intelligence Could Reshape Dealership Business Development Centers
Artificial intelligence could sharply reduce staffing inside automobile dealership Business Development Centers within the next two years, according to a prediction from Car Dealership Guy founder and CEO Yossi J. Levi.
The best popular-science books of October 2026
With a new book from the late primatologist Frans de Waal and a deep dive into artificial intelligence from New York Times tech columnist Kevin Roose, there is some hard-hitting popular science to look forward to this month – with added Pokémon, says Liz Else
The iPhone 18 Pro is selling well in China for three reasons
A new market intelligence report says that the iPhone 18 Pro and Pro Max are selling well in China, making...