SCROLL NEWS / DISCOVERY
Search headlines
Find the stories shaping the conversation.
Results for " put " 7,005 found 🔀 AI-powered Shuffle
UCLA’s Bob Chesney Receiving Major Curt Cignetti Comparison
UCLA football head coach Bob Chesney was put in rarified air, getting compared to legendary Indiana coach Curt Cignetti. The post UCLA’s Bob Chesney Receiving Major Curt Cignetti Comparison appeared first on LA Sports Report.
Customers Are Getting More AI Than They Can Put To Work, Survey Finds
AI vendors are shipping capabilities at record speed, but customers aren’t keeping up. The real AI opportunity may depend on vendors and customers building together.
Selling the Dream of SpaceX Was the Easy Part. Now Elon Musk Has to Hang On.
SpaceX’s $300 billion swing in market value this past week put Musk back in grind mode, having to execute on highflying promises made in the lead-up to the biggest IPO ever.
Sisters partner to bring an exciting new business to Jackson
The Beauty Social Club and Truly Yours Boutique officially opened their doors Saturday with a champagne bar, hair tinsel, and exclusive shopping.
Top 10 Most Hated Fanbases in College Football
College football wouldn’t be college football without obnoxious fanbases. Every program has great fans, but some groups have developed reputations that make the rest of the country absolutely hate them. Here are my 10 most hated fanbases in college football. 1. Tennessee — All the Confidence, Not Enough Hardware Nobody becomes more confident after a…
Local organizations put on family-friend science fest Saturday
Woods Hole Science Stroll was held Saturday. Family-friendly activities were put on by Woods Hole's six major science institutions and others.
Riverside County deputies shoot person during mental health call
Sheriff’s deputies in Moreno Valley shot an unidentified person while responding to a mental health crisis after, according to the Riverside County sheriff's office, they aimed a firearm at the deputies.
Everyone wants what one minor league baseball team put out as a hilarious tribute to the Carolina Hurricanes
The Fayetteville Woodpeckers unveiled a Carolina Hurricanes tribute jersey that simply reads "PECKERS" across the front, and fans are loving it.
Massachusetts man accused of stealing, altering check mailed by Hudson business
A Massachusetts man is accused of stealing and altering a check that was put in the mail by a New Hampshire business.
Mental health call turns into deputy shooting in Moreno Valley; man left in critical condition
A mental health call in a Moreno Valley neighborhood ended with deputies shooting a man and leaving him in critical condition.
2 men charged after robbing Davie County business at gunpoint, deputies say
Investigators obtained surveillance video that authorities said showed two masked suspects armed with pistols entering the business and forcing people back inside.
AI framework rooted in cognitive science could complete tasks more efficiently
In recent years, computer scientists have developed a wide range of artificial intelligence (AI) models that can rapidly recognize patterns in data, generate content and solve other computational problems. ...
'If trust breaks, your business breaks': How Alphonzo Terrell is building Spill to be a different kind of social platform
Spill's CEO explains how Spill puts focus on community, trust, equity, and the future of fandom.
Burcum: Putting Flanagan and Craig to the test on health care
Columnist Jill Burcum asked the DFL candidates for their positions on several pressing Minnesota health care issues to provide a more detailed look at how they’d approach the job in the U.S. Senate.
After a Poisonous Primary, Michigan Democrats Promise to Get Along
The party is racing to get behind Dr. Abdul El-Sayed after a Senate primary that was “spirited,” as Pete Buttigieg diplomatically put it at a unity rally on Friday night, but tensions remain.
NFL Exec Thinks Bills Could Explore Blockbuster $27 Million Trade
The Buffalo Bills put together a strong all-around NFL offseason. Heading into the 2026 NFL season, they are once again viewed as a team who could make a run all the way to the Super Bowl. Over the last few years, Josh Allen and company have had those same expectations. However, they have come up […] The post NFL Exec Thinks Bills Could Explore Blockbuster $27 Million Trade appeared first on HEAVY.
Flutter Entertainment (FLUT) On Guidance Cuts And Losses Still Looks Undervalued
Guidance cut, net loss and delisting put Flutter Entertainment in focus Flutter Entertainment (NYSE:FLUT) is under close watch after a Q2 2026 net loss, a cut to full year revenue guidance and confirmation that its shares now trade only on the New York Stock Exchange. The shift in guidance reflects higher investment to build U.S. market share and the impact of specific sports results on revenue. These moves, together with the London delisting, are shaping how investors reassess Flutter...
From Love Me Tender to Kevin Bridges: your complete entertainment guide to the week ahead
Vicky Krieps puts her heart on the line in Anna Cazenave Cambet’s romantic drama, and the Glaswegian comedy superstar is back on stage for a massive UK tour
Democratic socialist Francesca Hong has former child star, OnlyFans model in senior campaign role: report
An OnlyFans model and sex worker advocate is reportedly serving as deputy campaign manager for Francesca Hong's Wisconsin governor campaign.
Deputies shoot armed person ‘experiencing a mental health episode,’ Riverside County Sheriff’s Office says
Deputies shot an armed person “experiencing a mental health episode” in Moreno Valley Friday, according to the Riverside County Sheriff’s Office. Sheriff’s deputies and a clinical therapist from th…
Braves Make Ha-Seong Kim Decision Before Yankees Series
The Atlanta Braves have put shortstop Ha-Seong Kim back in the lineup ahead of their series against the New York Yankees. The post Braves Make Ha-Seong Kim Decision Before Yankees Series appeared first on HEAVY.
Lawsuit filed against Mamdani administration's rollout of pied-à-terre tax
Their lawyer is a high-profile critic of Mayor Zohran Mamdani: former First Deputy Mayor Randy Mastro.
Inside the Zay Flowers deal
Earlier this week, the Ravens and receiver Zay Flowers agreed to terms on a new deal that, by way of new money, put him in the Justin Jefferson tax bracket at $35 million annually.
Colts CB Cam Taylor-Britt suspended one game
The Colts won't be able to put cornerback Cam Taylor-Britt in the lineup for their season opener against the Ravens.
8 UCF Faculty Members to Be Inducted in Academy of Science, Engineering and Medicine of Florida
UCF faculty were recognized for their advancements and impact in artificial intelligence, medical diagnostic technology, computer science, energy and manufacturing, and coastal resiliency.
Landover murder suspect dies in apparent suicide after deadly business dispute
Prince George’s County police say a deadly Landover shooting stemmed from an ongoing business dispute. The suspect later died from an apparent self-inflicted gunshot wound.
Google throws shade at ugly smartwatches in Pixel Watch 5 teaser
Google has released a fresh teaser, putting the Pixel Watch 5 in the spotlight. It also takes a dig at other smartwatches.
Senate passes sweeping Russia sanctions bill negotiated by the late Sen. Lindsey Graham
The bipartisan legislation, which passed the Senate 86-11, would penalize countries that continue to buy Russian oil, gas and other exports seeking to deprive Putin of revenues fueling the war.
Computer Science Professor Wei Wang Receives ACM Innovation Award
Wei Wang, a professor and chair of the Computer Science Department at the UCLA Samueli School of Engineering, has received the Innovation Award from the Association for Computing Machinery, the world’s largest professional computing society
National Academies backtracks on disputed climate science chapter, will review process
The review comes after President Donald Trump threatened funding for the National Academies over educational material about climate change.
US intel assesses Putin could launch attack aimed at testing NATO unity
Recent US intelligence assessments indicate Russian President Vladimir Putin could try to test NATO’s resolve by launching a limited attack on an allied country within the next few years, according to three sources familiar with those reports.
Senate passes sanctions bill on Russia and Iran named for late Sen. Lindsey Graham
The legislation is part of a deal reached by senators aimed at helping Ukraine by cutting off funds for “Putin’s war machine.”
Patrick Mahomes, Travis Kelce accused of minimizing role in steakhouse lawsuit
A sneaker company is accusing Patrick Mahomes and Travis Kelce of downplaying their role in the 1587 Prime steakhouse amid a trademark dispute.
Cloudflare launches Kitesurf, a browser built for AI agents
Cloudflare has introduced Kitesurf, a cloud-hosted browser designed for AI agents instead of people. The company says the browser uses less computing power than Chromium for common automation tasks, helping developers build browser-based AI agents more efficiently.
Pokémon TCG Pocket Loses Nearly Half Its Players, And It's Obvious Why
The game's shortcomings have put a real hole in creator DeNA's financial results
Murkowski Will Oppose Blanche as Attorney General, Putting His Confirmation at Risk
The Alaska senator is the second Republican to announce plans to vote against Todd Blanche. He likely cannot afford any other G.O.P. defections and still win approval.
Sunlight creates quantum entanglement once thought to require lasers
Scientists have generated quantum entanglement directly from sunlight, potentially offering a lower-energy alternative to the lasers normally used in quantum technology. Their outdoor experiment produced entangled photons with about 94% similarity to an ideal state. The result could pave the way for simpler quantum satellites, secure communications, and more energy-efficient quantum computing.
Business Restructuring Review Vol. 25 No. 4 July-August 2026
In This Issue New York Bankruptcy Court: Premature Allegations of Creditor Mistreatment Insufficient to Deny Chapter 15 Recognition of Foreign Restructuring Proceeding In In re ARD Finance, S.A., No. 25-12794 (MG), 2026 WL 817458 (Bankr. S.D.N.Y. Mar. 25, 2026), the U.S. Bankruptcy Court for the Southern District of New York was presented with a petition seeking chapter 15 recognition of Luxembourg's recently enacted bankruptcy law governing judicial reorganization proceedings. The court granted the petition, turning aside challenges to recognition voiced by a creditor group arguing that recognition should be denied based upon allegations of unfairness to creditors in the Luxembourg proceeding that would make recognition manifestly contrary to U.S. public policy. According to the bankruptcy court, recognition was warranted because: (i) the rules and procedures governing the proceeding under Luxembourg law were fundamentally fair; (ii) the petition otherwise satisfied chapter 15's recognition requirements; and (iii) the creditor group's allegations were premature, given the fact that the Luxembourg court presiding over the debtor's restructuring proceeding had not confirmed a restructuring plan, and all creditors had the right to participate fully and voice their objections in the proceeding (including the right to appeal an order approving a plan). [read more …] Florida Bankruptcy Court Examines Scope of Discovery in Chapter 15 Cases In In re Banco Master, S.A., No. 25-24568-SMG, 2026 WL 931729 (Bankr. S.D. Fla. Apr. 6, 2026), the U.S. Bankruptcy Court for the Southern District of Florida granted in part and denied in part post-recognition motions filed by an insider of a foreign debtor seeking to bar or limit discovery sought by the debtor's foreign representative concerning allegedly voidable transfers involving the debtors' U.S. real property. According to the court: (i) although chapter 15 includes its own discovery provisions among the relief that may be granted to a foreign representative, the expansive discovery available in cases under other chapters of the Bankruptcy Code is also available in chapter 15 cases; (ii) the discovery sought by the foreign representative was permissible; (iii) discovery regarding matters that were the subject of a pending adversary proceeding had to be undertaken under the more restrictive rules applicable to such proceedings; and (iv) a discovery request would be barred to the extent that it sought production of documents or testimony from a subpoenaed entity that exceeded the geographic limitations specified in such rules. [read more …] Delaware District Court Affirms Chapter 15 Recognition Order Enforcing Nonconsensual Third-Party Releases In U.S. Int'l Dev. Fin. Corp. v. Credito Real S.A.B. de C.V. SOFOM, E.N.R. (In re Credito Real S.A.B. de C.V. SOFOM, E.N.R.), 677 B.R. 192 (D. Del. 2026), appeal filed, No. 26-2356 (3d Cir. June 5, 2026), the U.S. District Court for the District of Delaware affirmed a bankruptcy court order granting chapter 15 recognition to a Mexican "concurso mercantile" proceeding and enforcing nonconsensual third-party releases approved by the Mexican court. Agreeing with the bankruptcy court that the releases were not manifestly contrary to U.S. public policy, the district court concluded: "It is well settled that U.S. bankruptcy courts can give effect to foreign orders in recognized foreign proceedings pursuant to the authority granted in Chapter 15, even when those orders contain relief unavailable under U.S. law. [The appellant's] arguments misconstrue the Supreme Court's narrow holding in Purdue, applicable in Chapter 11 cases, as well as the statutory framework of Chapter 15 and its core policy objectives. Accordingly, I will affirm the Enforcement Order." The ruling has been appealed to the U.S. Court of Appeals for the Third Circuit. [read more …] Fifth Circuit: Bankruptcy Court, Not State Court, Had Jurisdiction to Allow or Disallow Administrative Expense Claim In Storey Minerals Ltd. v. EP Energy E&P Co., LP (Matter of EP Energy E&P Co., LP), 169 F.4th 609 (5th Cir. 2026), the U.S. Court of Appeals for the Fifth Circuit affirmed lower courts' rulings disallowing a creditor's administrative expense claim. It also rejected the creditor's argument that, because the claims were predicated on state law, a state court should adjudicate the merits of the state law causes of action before the bankruptcy court could allow or disallow the claim as an administrative expense. According to the Fifth Circuit, even though the causes of action were based on state law, the bankruptcy court had jurisdiction to determine whether the creditor's claims should be conferred with administrative expense priority in the debtors' chapter 11 case. [read more …] New York Bankruptcy Court: Dismissal of Involuntary Chapter 11 Case Filed Prior to Commencement of Foreign Restructuring Proceeding Unwarranted In In re Xinyuan Real Estate Co. Ltd., No. 25-10745 (PB), 2026 WL 592250 (Bankr. S.D.N.Y. Mar. 3. 2026), the U.S. Bankruptcy Court for the Southern District of New York considered the bona fides of an involuntary chapter 11 petition filed by certain holders of U.S. dollar-denominated notes against a holding company for a group of Chinese property development companies that filed a restructuring proceeding in the Cayman Islands after the noteholders filed the involuntary chapter 11 petition. The court denied the debtor's motion to dismiss the chapter 11 case. Given the timing of the filing of the Cayman Islands restructuring proceeding, the absence of any progress in the proceeding for seven months, the debtor's need to restructure notes governed by U.S. law, and the debtor's lack of any meaningful contacts to the Cayman Islands, dismissal of the chapter 11 case was unwarranted under the applicable provision of the Bankruptcy Code, international comity, or the doctrine of forum non conveniens. [read more …] Bankruptcy Court Evaluates Trustee's Authority to Sell Avoidance Actions and Right of Target Defendants to Object In In re Law Enf't Officers Sec. Union, No. 24-70277-JAD, 2026 WL 560452 (Bankr. W.D. Pa. Feb. 27, 2026), a chapter 7 trustee sought court approval to sell certain avoidance actions to a creditor of the debtor's estate. Potential targets of the subject avoidance actions objected, arguing that such claims were nontransferable powers of the trustee rather than saleable estate property and urging the court to approve their competing settlement with the trustee. The U.S. Bankruptcy Court for the Western District of Pennsylvania disagreed with the potential defendants, holding that they lacked standing to object to the proposed sale, that avoidance actions are indeed estate property, and that the sale—rather than the settlement—best served the estate's interests. [read more …] U.S. Supreme Court Bankruptcy Roundup in Brief In Keathley v. Buddy Ayers Construction Inc., No. 25-6, 2026 WL 1686028 (U.S. June 11, 2026), the U.S. Supreme Court overturned a Fifth Circuit decision judicially estopping a chapter 13 debtor from asserting a personal injury claim against a construction company because the debtor failed to disclose the claim during his bankruptcy case. In so ruling, the Court held that "[t]he Fifth Circuit erred by artificially narrowing its inquiry to whether the debtor had knowledge of the underlying facts or a potential motive to conceal the claim." It represents the first time that the Court has applied judicial estoppel in the bankruptcy context, although it has suggested in other contexts that it may be inappropriate where an inconsistent legal position resulted from "inadvertence or mistake." Also in June, the Court denied petitions for certiorari in a few notable bankruptcy cases. [read more …] Newsworthy Heather Lennox (Cleveland/New York) (Star Individual), Bruce Bennett (Los Angeles) (Senior Statesperson), Kevyn D. Orr (Washington) (Eminent Practitioner), Gregory M. Gordon (Dallas) (Band 1), Carl E. Black (Cleveland), Corinne Ball (New York) (Senior Statesperson), Brad B. Erens (Chicago), Jeffrey B. Ellman (Atlanta), T. Daniel Reynolds (Cleveland), and Dan T. Moss (Washington/New York) were recognized as leading lawyers in the practice area Bankruptcy/Restructuring in the 2026 edition of Chambers USA: The World's Leading Lawyers for Business. The 2026 edition of Lawdragon 500 Leading Bankruptcy and Restructuring Lawyers ranked the following lawyers: Corinne Ball (New York) (Hall of Fame), Bruce Bennett (Los Angeles), Carl E. Black (Cleveland), Jeffrey B. Ellman (Atlanta), Brad B. Erens (Chicago), Gregory M. Gordon (Dallas), Heather Lennox (Cleveland/New York), Joshua M. Mester (Los Angeles), and Kevyn D. Orr (Washington). Fabienne Beuzit (Paris) and Jasper Berkenbosch (Amsterdam) were among the "Leading Individuals" ranked in the 2026 edition of The Legal 500 EMEA guide in the field of Restructuring and Insolvency or Insolvency. Rodolphe Carrière (Paris) was named a "Next Generation Partner" in the practice area Insolvency. Sid Pepels (Amsterdam) was selected by Global Restructuring Review's 40 under 40 2026. He was identified as a Rising Star within the global cross-border restructuring community. Global Restructuring Review is a leading digital subscription service, news outlet, and information platform dedicated exclusively to cross-border insolvency and corporate restructuring law. Fabienne Beuzit (Paris), Rodolphe Carrière (Paris), and Isabelle Maury (Paris) were recognized in the 2027 edition of The Best Lawyers in France™ in the practice area Insolvency and Reorganization Law. An article written by Corinne Ball (New York) titled "Comity and Fairness are Critical to Granting Additional Assistance under Chapter 15: A Canadian Reverse Vesting Order and Related Releases in Proceedings Involving Canadian and U.S.-Affiliated Companies Are Approved" was published in the June 24, 2026, edition of the New York Law Journal. An article written by Caitlin K. Cahow (Detroit) titled "New York Bankruptcy Court Weighs In on Adequate Assurance of Future Performance under Assigned Leases and Chapter 11 Plan Exculpation Provisions" was published on June 8, 2026, in Lexis Practical Guidance. An article written by Trisha L. Mowbray (Real Estate; Chicago) and Ryan Sims (Washington) titled "Chapter 11 Plan that Abridged Non-Debtor Lessee's Rights to Remain in Possession After Rejection Unconfirmable as Having Been Proposed in Bad Faith" was published on June 16, 2026, in the Harvard Law School Bankruptcy Roundtable. An article written by Dan T. Moss (Washington/New York), Corinne Ball (New York), Isel M. Perez (Miami), and David S. Torborg (Washington) titled "Texas Bankruptcy Court Adopts Barnet Rule Requiring Foreign Debtor to Have U.S. Assets to Be Eligible for Chapter 15 Relief" was published on June 10, 2026, in Lexis Practical Guidance. An article written by Daniel J. Merrett (Atlanta) and Nathaniel Parr (Atlanta) titled "Southern District of Texas Clarifies Post-Purdue Course for Consensual Third-Party Releases and Gatekeeping Provisions" was published on June 11, 2026, in Lexis Practical Guidance. An article written by Corinne Ball (New York) titled "LMEs, Sophisticated Investors and Equitable Mootness: The Fifth and Third Circuits Warn Against Testing the Limits of Chapter 11" was published in the June 2026 issue of the American Bankruptcy Institute Journal. Nicholas J. Morin (New York) was quoted in an article titled "Serta Ruling Offers Damages Road Map in Lender-on-Lender Disputes," published by Bloomberg Law on July 7, 2026. The article discussed U.S. Bankruptcy Judge Christopher Lopez's July 7, 2026, ruling that participating lenders in Serta Simmons Bedding's 2020 non-pro rata uptier exchange breached the credit agreement's ratable-sharing provision, and awarding excluded lenders more than $261 million in damages. The opinion resolves six years of litigation related to Serta's 2020 transaction, where it raised $200 million in new financing and exchanged $1.2 billion of term loans for $875 million in superpriority debt. Judge Lopez found that the debt-for-debt exchange constituted a "payment" under the credit agreement, requiring proportional sharing among lenders, and dismissed various defenses raised by the participating lenders. The case is Serta Simmons Bedding LLC v. AG Centre Street Partnership (In re Serta Simmons Bedding LLC), 2026 WL 1968535 (Bankr. S.D. Tex. Jul. 7, 2026). The New York Law Journal has recognized Andrew M. Butler (New York) as a 2026 "Rising Star" in Restructuring/Bankruptcy as part of the New York Legal Awards. The Rising Star category recognizes New York's most promising lawyers age 40 and under who have distinguished themselves through exceptional legal work, leadership, and contributions to the profession. Lawyer Spotlight: Daniel J. Merrett Dan Merrett, a partner in the Atlanta Office, has spent nearly 20 years representing all manner of stakeholders in complex corporate restructurings and chapter 11 reorganizations. His practice extends to related transactions and disputes involving acquisitions; divestitures; credit facilities; securities; environmental obligations; and vendor, employee, and governance matters. Dan has substantial experience managing mass tort liabilities, including the restructurings and related chapter 11 cases of affiliates of Georgia Pacific and Johnson & Johnson, implemented to resolve asbestos and talc liabilities. He also represents key parties in energy and infrastructure matters, including facility owners, EPC contractors, and joint-venture parties. Dan was a key player in the restructuring teams in the historic bankruptcies of the City of Detroit and Chrysler. His other significant representations in chapter 11 cases include AFA Foods, Alpha Natural Resources, Dana Corporation, M&G Chemicals, McDermott International, Monster/CareerBuilder, Transtar Industries, and Westinghouse. He is licensed in both the United States and England & Wales and recognized in restructuring by Chambers USA and Best Lawyers.
Is Misbehavior by Politicians Finally Having a Reckoning? | WSJ Politics Newsletter for Aug. 7
Plus, a Senate committee votes to hold Fauci in contempt of Congress and U.S. intelligence assesses Putin could launch incursion into a NATO member state
GOP Sen. Lisa Murkowski says she will vote against Todd Blanche for AG, putting confirmation in jeopardy
Sen. Susan Collins, R-Maine, also said she will vote against Blanche’s nomination.
Science on Tap: The Evolution of NEST
What does it take to prepare for the nation’s most challenging nuclear and radiological emergencies?Discover the answer with the Nuclear Emergency Support Team (NEST), the National Nuclear Security Administration’s elite emergency response unit composed of leading scientists and technical experts.Join Michael Peters, NEST Director and Deputy Director for the Office of Nuclear Incident Response, as he takes audiences on a journey through the history of nuclear response in the United States. Explore the pivotal moments that shaped NEST, learn how the organization has evolved to stay ahead of emerging threats, and gain insight into the innovative approaches that continue to strengthen national security today.Whether you're interested in science, history, technology, or emergency response, this presentation offers a unique perspective on one of the nation's most important missions.Event Details:Friday, September 4, 2026 | Doors Open at 5:30 pm | Presentation at 6:00 pmLocation: National Museum of Nuclear Science & HistoryAdmission: $12 per personRequirement: Must be 21+ to attend. An adult must accompany younger guests.
Opinion: As a new school year begins, let's put children's mental health first
The need to pay attention to our children's emotional well-being has never been greater.
City of Homewood considering new outdoor putting course, entertainment venue
The city of Homewood is considering a new outdoor putting course and entertainment venue on the west side of the city.
Michigan Supreme Court is asked to block money-out-of-politics question
A business-backed group is asking the Michigan Supreme Court to invalidate a campaign finance petition over a dispute about signature certification.
A new Colorado law is putting limits on sports betting
Netflix stuck a guy in a billboard to promote a new movie
Thirty feet above Sunset Boulevard, Netflix put a guy inside a billboard made up like a living room to promote the new sci-fi thriller ‘The Last House.’
Business owner and attorney deliver demand notice to Savannah leaders over liquor license dispute
The owner of a Savannah event venue and her attorney have sent city officials a 14-page legal demand, requesting $500,000 in lost revenue and a formal review of the West Savannah alcohol overlay that has blocked the business from obtaining a liquor license.
Quantum research focus of summer training school for higher education students
The Penn State Center for Theory of Emergent Quantum Matter (C-TEQ), a center housed under the Institute for Computational and Data Sciences' Quantum Hub, recently hosted a summer school for 80 higher education students from across the country. The summer school brought in various quantum science experts and held activities such as lectures, student poster sessions and local excursions.
Amazon Researcher Claims Quantum Algorithm Could Challenge PQC Foundations
The Quantum Insider (TQI) is the leading online resource dedicated exclusively to Quantum Computing.
Beyond IT: A Business Executive’s Playbook for Cyber Risk, Privacy Liability & AI Governance
Join NH Business Review for a candid, business-focused working session designed for executives accountable for protecting their organizations, customers, data, and reputations.
Scientists identify mushroom behind ‘tiny people’ hallucinations
DNA sequencing links independent reports of ‘Lilliputian’ hallucinations to a single mushroom species—one with no previously identified psychoactive compounds, suggesting the presence of a new...
PhD Student Locks Spot as Rising Cybersecurity Researcher
By Kim Horner | Computer science professor Dr. Kevin Hamlen is on a quest to train students in a combination of high-demand computer-security skills: the mathematical reasoning needed to prove software is secure and the programming expertise needed to uncover real-world vulnerabilities that could lead to cyberattacks. The University of Texas at Dallas cybersecurity expert […]
Space Compute Is Moving From Science Fiction To Infrastructure
As satellites generate more data than Earth can efficiently process, space compute is emerging as a new infrastructure category for AI, storage and edge computing.
Do leftovers taste better the next day? Sometimes, according to science
The widespread belief that some foods benefit from a night in the fridge has been put to the test, and it seems to be true for some curries, but not lasagne
Vanderbilt Health physical therapist bound for Nationals after winning four medals at Tennessee Senior Olympics
Vanderbilt Health physical therapist Grant Schlisner, PT, DPT, Cert. MDT, won four medals in the recent Tennessee Senior Olympics, which qualifies him to compete in the national Senior Olympics, set for July 2027 in Tulsa, Oklahoma. Senior Olympians are athletes 50 years or older who compete in regional events for an opportunity to move to state events, and eventually to the Nationals. Schlisner’s medals were in the javelin, discus and softball throw (gold) and shot put (bronze). Schlisner, who is based at Vanderbilt Health One Hundred Oaks, grew up in the Chattanooga area in a family that valued physical fitness and playing sports, and he says, with considerable understatement, “The whole family is quite athletic.” Grant Schlisner (R) with brother Bret and sister Sue, all of whom won medals in the Tennessee State Senior Olympics. (photo courtesy Grant Schlisner) His brother Bret also competed in the Senior Olympics. So did his sister Sue. (His other sister Tammy did not compete, but, Schlisner said, “We’re still going to work on her.”) And their father, who now lives in South Dakota, competed in that state’s Senior Olympics in the category for athletes aged 84 to 89. Schlisner was a high school athlete in several sports, including stints as a baseball pitcher and a football quarterback. Since he was already playing positions in other sports in which he was throwing things, he was also recruited to the school’s track and field team, which is where he gained experience in the events that were his ticket to the 2027 Nationals. The medals are a reward for the hard work of training and preparation, but Schlisner said the real reward is the fitness that the medals represent. Schlisner competes in one of his medal-winning events, the shot put. (photo courtesy Grant Schlisner) “[Preparing for competition] got me working out to train for these events. I added more extensive weight training to promote injury prevention and building flexibility and strength have made me feel better overall.” He also said that, in addition to the physical rewards, he enjoys the camaraderie of the other athletes and a feeling of accomplishment. “It’s great to be able to have a goal,” he said. “If you aim low, you’ll hit it. This is aiming high. I want to bring home a medal in the Nationals.” His physical therapy patients, especially those who may be discouraged or need a little extra motivation, also benefit from his example. “I can connect with patients and say, ‘I’m 57 with previous injuries, and I’ve been doing these events, and you can get back to your ‘sport’ as well, whether that is chasing grandkids or participating in a competitive activity,’” he said. And being around the other Senior Olympians, especially in the older age groups, is motivating for him, as well. “One competitor was 90 years old,” he said. “She’s not just sitting around. That was super motivating and cool to see. I don’t want to be a lump on the couch at 90.”
Computer science enrollment is plunging, but AI is taking over the rest of the college campus as it reshapes how students learn and work
Universities like Colby College are increasingly integrating AI into disciplines not related to computer science.
Florida Atlantic University Launches Quantum Computing Business Strategy Certificate
Florida Atlantic University launches an eight-week quantum computing certificate to help business professionals evaluate adoption strategies
IAM Union: Workers Deserve Protection from Deadly Heat
As record-breaking temperatures continue to put working people at risk across the country, the Trump Administration is pulling back protections for workers from one of the fastest-growing workplace hazards: extreme heat. Recent reports say the Occupational Safety and Health Administration (OSHA) has reduced the heat-focused inspections and enforcement efforts that were previously expanded under the
VA accelerates electronic health record rollout
After years of delays, the Department of Veterans Affairs says its federal electronic health record (EHR) program is now firmly back on track. VA Secretary Douglas Collins has accelerated the program with a renewed goal: full deployment across all VA medical centers by 2031. A major governance overhaul, replacing multiple competing councils with a single decision-making body, has cut through bureaucratic delays and allowed the VA to move faster and more consistently. Deputy Secretary Paul Lawrence has taken a hands-on role, including visiting deployment sites and holding daily meetings with Oracle Health to ensure front-line clinicians have what they need. Here’s how the rollout is going, according to the VA: The federal EHR has only experienced four outages since December 2025. The system has gone nearly two consecutive years without a major incident. It is currently live at six sites, supporting care for over 188,000 veterans. The system creates a lifelong medical record, integrating data across the VA, the Department of Defense and private community providers. With the first new deployments underway and four Michigan medical centers already live in 2026, the VA is entering its first true expansion phase since the program’s reset. Officials say the system’s improved stability, streamlined governance and standardized national workflows have cleared the obstacles that once stalled progress. With 13 sites scheduled for deployment in 2026 and a market‑based rollout strategy guiding future waves, the department believes it’s finally positioned to move at scale toward a modern, fully interoperable EHR, advancing steadily toward its goal of reaching every VA medical center in five years.
Exclusive: Mirendil inks $100M+ Google Cloud deal to scale self-improving AI
Mirendil has signed a $100 million-plus Google Cloud partnership to expand its compute infrastructure, powering research into self-improving AI systems designed to accelerate scientific discovery and AI development.
Stefon Diggs is signing with the Washington Commanders, AP source says
New England released him in March, and the 32-year-old went unsigned in free agency while facing strangulation and other criminal charges in connection with a dispute with his former private chef.
US Stand Up for Science movement expands to Europe
A grassroots movement by scientists in the US pushing back against threats to academic freedom is setting up a Swiss outpost to take the movement global. Stand Up for Science started in February 2025 to protest against politically-motivated grant cancellations by the Trump administration. Since then, it has organised numerous rallies by scientists and turned into a broader campaigning organisation, supporting “pro-science” political candidates and attempting to impeach Robert F. Kennedy Jr, the health and human services secretary the group accuses of advancing “quack” science. Now, Stand Up for Science is establishing a Swiss office to take some of its campaigning beyond the US, and its leader is urging European academics to organise similar pro-science groups in case they face similar threats in Europe. There will likely be “spillover” to Europe from what the Trump administration is attempting in the US, said Colette Delawalla, chief executive of Stand Up for Science, who last month returned from a tour of Europe. “Are we going to see a Trump-style scientific [. . .] take over in the same way?” she asked.Delawalla, who is doing a PhD in clinical psychology, said she was driven to help found the organisation after the Trump administration started cancelling health research grants in politically taboo topics, such as transgender people, diversity and HIV, in early 2025. Since then, the administration has introduced several other measures that infringe academic and institutional autonomy.It threatened to cut Harvard University’s federal funding unless the university accepted a “critical mass” of new faculty and students to create “viewpoint diversity.” And this year, it proposed explosive new rules that would allow political appointees at research funders to screen grants to make sure they “advance the president's policy priorities.”US scientists have been at times stunned by the volume of announcements, and the country’s researchers were relatively unprepared. “We sit in front of the fire hose every day,” said Delawalla. For this reason, European scientists need to prepare now for similar assaults. “If you've got a little bit of extra time to start thinking through, and making those preparations and building community and solidarity,” then European researchers will “start five steps ahead of where we were.” She plans to return to Paris in September to share experiences with concerned French academics. Is Le Pen the same?During her European tour, Delawalla said that French academics were beginning to worry about a National Rally (RN) victory in presidential elections next year. She said there were “chilling similarities” between Trump and Marine Le Pen, the RN’s likely candidate. However, so far, the RN hasn’t proposed anything nearly as radical as the Trump administration has carried out. Its current manifesto is all but silent on university and research policy. Le Pen’s 2022 manifesto bemoaned a lack of French R&D spending, including in fundamental research, and promised to modernise labs and strip away grant bureaucracy. The party’s 2024 European election manifesto explicitly supported the Erasmus+ student exchange programme, scientific exchange and joint European technology projects. However, a Le Pen victory next year could see France drastically cut its contribution to the EU, which would hit the budget for science and innovation. Meanwhile, more restrictive immigration policies could hit university recruitment of faculty and students. Climate science denial?As heatwaves and wildfires have ravaged France, the RN has sought to distance itself from previous comments casting doubt on climate science.In the UK, the radical-right party Reform UK, now second in the polls, denied climate research in a draft of its 2024 election manifesto, but its leader, Nigel Farage, then appeared to quietly U-turn and said he was “not arguing the science.” By contrast, Trump has repeatedly and explicitly denied climate change science, in 2025 calling it “the greatest con job.” Like the RN, Reform UK has been light on research and university policy. However, it did say in its 2024 manifesto that universities should suffer “heavy financial penalties” for allowing “political bias or cancel culture” on campus, building on laws brought in by a previous Conservative government. Ahead of September state elections in Saxony-Anhalt in Germany, the poll-leading Alternative for Germany has proposed abolishing gender studies and postcolonial studies, and promised money for “critical” climate research and studies of Islam. Starts with rhetoricEven if European radical right parties aren’t currently planning the draconian policy measures of the Trump administration, Delawalla said that academics should not be complacent, and fight even small funding restrictions or anti-science talk from the start. “It starts off with sowing distrust about institutions,” she said. “It starts off with these small things, and then all of a sudden it's there.” There are other, more established science and university advocacy groups in the US aside from Stand Up for Science. But the group stands out because of Delawalla’s refusal to attempt to appear politically bipartisan or conciliatory. “I firmly believe that the US is experiencing fascism,” she said. “We’re not trying to win over the super Maga people,” she said, “and we never have been.” The lesson of the US is that even if universities or other institutions capitulate to government demands, this doesn’t save them from cuts and restrictions. “It doesn’t matter what people do,” she said. Global “pseudoscience”Another aim of Stand Up for Science’s push into Europe is to better coordinate a campaign to protect people in poorer countries from what the group describes as “pseudoscientific exploitation,” trials outside the US used to build a case against things like vaccines. Earlier this year, the group sent an investigator to Guinea-Bissau to investigate a controversial, Danish-run Hepatitis B vaccine project funded by the US Centers for Disease Control and Prevention.The study would have withheld a proven vaccine from newborns, Stand Up for Science argued in a briefing it presented to Congress, risking their health. Significantly, the research group based in Guinea-Bissau, known as Bandim, focuses on the “non-specific effects” of vaccines: impacts on health beyond preventing the target disease. Related articlesEuropean researchers sound the alarm that Trump rule changes will hit cooperationData corner: which fields of health science is the US curbing? The US ‘golden age’ science strategy: what Europeans need to know The suspicion is that the study was funded as part of an attempt to shop around for results that could help build a case against vaccines in the US, said Delawalla. “This is just code for vaccines cause autism,” she said.Bandim has put out a rebuttal of Stand Up for Science’s criticisms, arguing its work has uncovered a number of vaccine side effects, both positive and negative, which need to be taken into account in public health. However, Congressional Democrats took up the Stand Up for Science cause, and in February, Guinea-Bissau said it had permanently halted the study. WatchdogBut for Delawalla, this is not the end of the fight. Kennedy has made a number of health claims that scientists think lack evidence, such as the idea that seed oils cause inflammation, for example. Delawalla worries that more studies could be launched in poorer countries to fish around for evidence to support this agenda. Stand Up for Science is talking to African science organisations to create a kind of “watchdog” to scrutinise any further trials. “Outsourcing the investigation to some of the most vulnerable children in the world who are desperate [. . .] is fundamentally wrong,” she said.
Microsoft’s Quantum Chief Doesn’t Care That Scientists Don’t Believe His Results
Zulfi Alam thinks his team doesn’t need to “prove” they engineered a new state of matter in their bid to reinvent computing. Science would disagree.
Paul Davis: FBI to expand Quantum Information Science and Technology Counterintelligence Protection Team
Although I spend most of my day working the computer and phone at my desk in my book-lined basement office, […]
Engineers build world's first portable diamond-powered quantum computer — it works at room temperature and can be plugged into an outlet
The world's first portable, room-temperature quantum computer with more than 10 qubits utilizes flawed lab-made diamonds. The quantum system fits into a standard server rack and connects to a typical power grid.
Experts share MRI efficiency strategies that could raise revenue by upward of 60%
Workflow redesigns have the potential to improve MRI throughput by 20%, while AI-based protocol optimization could boost efficiencies by another 35%, experts write in Clinical Imaging.
49ers’ Brandon Aiyuk Gets Brutal Take After Commanders Decision
San Francisco 49ers wideout Brandon Aiyuk likely won’t be playing for the Washington Commanders. On Aug. 5, the Commanders decided to sign veteran wideout Stefon Diggs, which probably puts an end to the Aiyuk speculation.The Commanders were the only team to have reported interest in Aiyuk, and it was a destination the 49ers wide receiver […] The post 49ers’ Brandon Aiyuk Gets Brutal Take After Commanders Decision appeared first on HEAVY.
Viewpoint: Europe needs a new scientific contract
The White House's new science strategy should be required reading in the Berlaymont and every European capital.Not because Europe should copy it. Parts of it should concern Europeans deeply. But because it asks the question Europe has so far avoided while steadily losing ground in the global race for technological leadership.Europe already possesses many of the world's finest universities, scientists and research-intensive companies. It produces world-leading research in fields ranging from quantum technologies and biotechnology to climate science. Yet time and again Europe generates the scientific breakthroughs while others build the companies, industries and strategic advantages around them, particularly in digital technologies. Increasingly, we find ourselves regulating technologies whose underlying capabilities were developed elsewhere.This is not primarily a scientific failure. It is an institutional one.The settlement that shaped modern science policy emerged after the Second World War. In Science, the Endless Frontier, Vannevar Bush argued that governments should invest in fundamental research while protecting scientists from political direction. Public investment was justified precisely because no government, university or company could predict where the next transformative discovery would emerge.That scientific contract served liberal democracies extraordinarily well. It underpinned decades of advances in medicine, computing, energy and communications, but the world for which it was designed no longer exists.Artificial intelligence is transforming not only technology but the production of knowledge itself. Advanced chips, computing power, data and scientific instruments have become strategic assets. Scientific knowledge now diffuses globally almost instantly. Competitive advantage increasingly lies not in making discoveries first, but in possessing the infrastructure, capital, engineering capability and institutions required to translate those ideas into products, industries and strategic advantage.The old boundaries between science, industrial policy, national security and geopolitics have largely disappeared. Dual-use technologies now underpin both economic power and military deterrence.The US has recognised this shift. In July, the White House published Science: A New Golden Age, a comprehensive attempt to rethink the relationship between science and national power. The report builds on Bush's legacy, but departs from his framework in important ways. Science is no longer treated simply as the source of future discoveries. It is presented as the foundation of economic resilience, technological leadership and national security. AI, advanced infrastructure and the capacity to build become as important as discovery itself.Yet the report also reveals a striking paradox. The same administration calling for “a new golden age” of US science has simultaneously proposed deep cuts to the federal research enterprise while expanding political influence over the allocation of public research funding. Europe should therefore distinguish between the report's diagnosis and its prescription. The diagnosis, that science has become a strategic asset, is compelling. But the prescription is self-defeating. Long-term technological leadership depends on strong universities, academic freedom and the institutional autonomy that makes scientific discovery possible. This distinction matters. Bush's achievement was never simply to make science serve national strength. It was to establish a division of labour in which governments invested in research without attempting to direct discovery itself. Scientific breakthroughs emerge precisely because researchers retain the freedom to pursue questions whose value cannot yet be demonstrated and whose conclusions cannot be anticipated.Neither China, nor the USAs science becomes more strategically important, the temptation to politicise it inevitably grows. But scientific freedom is not an obstacle to technological leadership, it is an essential precondition.China represents the opposite model. For decades it has integrated science, manufacturing, infrastructure and industrial policy into a single national strategy. Its ability to mobilise resources around critical technologies is formidable. But it does so within an authoritarian system where scientific priorities are increasingly inseparable from political power.Europe should imitate neither model. It should learn from the strategic ambition of the US without importing its growing politicisation of science. And it should learn from China's capacity to build without adopting its concentration of power.Instead, Europe needs a scientific contract of its own. Bush's scientific contract protected the freedom to discover because the defining challenge of the 20th century was producing new knowledge. Europe's next scientific contract must preserve that freedom while ensuring that scientific discoveries can be converted into technological, industrial and strategic capability. Because in a transactional world, Europe's freedom to shape its own future depends on its capacity to build it.Related articlesThe US ‘golden age’ science strategy: what Europeans need to knowEuropean researchers sound the alarm that Trump rule changes will hit cooperationNIH turmoil risks reciprocal EU-US access to health research fundingThis does not mean subordinating free science to competitiveness or industrial policy. On the contrary. Scientific autonomy remains the first principle of Europe's next scientific contract. Governments should not direct scientific discovery. Their responsibility is to ensure that Europe's scientific, industrial, financial and regulatory institutions work together rather than in isolation.Meeting that responsibility requires far more than research funding. European researchers need access to world-class computing infrastructure, advanced laboratories, shared datasets and scientific facilities. Innovative companies need patient capital, testing environments and a genuine single market in which they can scale without facing 27 different regulatory regimes. Public procurement must evolve from purchasing existing technologies to creating markets for new ones. Regulators must become partners in experimentation rather than guardians of yesterday's rules.A connecting architectureEurope does not need to invent the Defense Advanced Research Projects Agency (Darpa) model from scratch. Britain's Aria, Germany's Sprind and Wellcome Leap already show that Europe can build institutions capable of taking high-risk, mission-oriented bets while preserving democratic accountability. The challenge now is not to create more isolated initiatives, but to connect them to Europe's broader scientific, industrial and financial system so that breakthrough discoveries can scale.Above all, Europe must stop treating research, innovation, industrial policy, finance and security as separate policy domains. The challenge is no longer to create excellent institutions in each of these fields, but to make them work as one European innovation system. Europe's strength will increasingly depend not on excellence within institutions, but on excellence across them.Europe's ambition should be neither to imitate the US nor to emulate China. It should demonstrate that scientific freedom, democratic legitimacy and technological capability are not competing objectives, but mutually reinforcing strengths. In an age of geopolitical rivalry, Europe's greatest advantage may ultimately be its ability to attract the world's best talent by combining scientific freedom, democratic openness and technological ambition.Bush's scientific contract helped define the 20th century because it protected the freedom to discover. Europe's challenge is not to abandon that achievement but to extend it. The defining task of Europe's next scientific contract is to preserve the freedom to discover while building Europe's capacity to translate scientific discovery into technological power.Kaare Nielsen is founder of Pomus, a Danish think tank on science and innovation.
City warns retailers to stop selling illegal e-bikes
The mayor put companies on notice Wednesday, sending cease-and-desist letters to over 40 online retailers.
Lindsay Clancy murder trial puts postpartum mental health in the spotlight
DHS: Mass. lawmakers putting ‘politics above public safety’ with signing of Protect Act
DHS is slamming Massachusetts lawmakers after Gov. Healey signed the Protect Act into law, which limits ICE’s capabilities, saying Bay State politicians are “putting politics above public safety.”
Texas giant sues Beavercreek small business over logo dispute
Buc-ee’s filed a lawsuit on July 28 in U.S. District Court in Dayton against Hanes Road Carryout, which operates here as Beaver’s Mini Mart.
Why Don't We Put More Turbines Underwater? The Pros And Cons Of Tidal Energy
Underwater turbines would be great for zero-carbon and high power output, but it has some drawbacks, including high upfront costs and some inconsistency.
FSU computer scientist earns NSF CAREER Award to advance collaborative artificial intelligence systems
A Florida State University computer scientist has earned one of the most prestigious awards available to early career faculty for exploring how wireless
New CDC director is confirmed, with Senate backing Dr. Erica Shwartz
The Senate voted in favor of Dr. Erica Schwartz, who was deputy surgeon general during President Donald Trump’s first term.
Trump seeks to shield his business finances from BBC in libel lawsuit
The president is trying to revise his lawsuit against the British broadcaster to focus on harms to his reputation allegedly caused by a network documentary.
The startup idea that convinced a UW computer science legend to leave Google after 27 years
Jeff Dean, who earned his computer science Ph.D. at the University of Washington, is leaving Google after 27 years and taking three of the company's top AI researchers with him. Their startup, Discovery Loop, aims to automate the scientific method itself, and Google is helping fund it.
Paramount's chairman says lawsuit opposing Warner Bros. merger is political
An antitrust lawsuit has put Paramount's bid for larger rival Warner Brothers Discovery in jeopardy. Paramount's chairman says the problem is really about politics — and whether he's fit to own CNN.Support public media with NPR+ and enjoy perks for over 25 podcasts like this one. This show’s perks include sponsor-free listening. Learn more at plus.npr.org.
Kirkwood bar gives women’s sports a home in Atlanta
As women’s sports continue to draw larger audiences nationwide, a new sports bar in Atlanta’s Kirkwood neighborhood is putting those games front and center.
Indiana business owner convicted of battery in case involving teen at tire shop
An Indiana business owner was convicted of battery after prosecutors said he inappropriately grabbed a girl who went to his business for help putting air in a tire.
McConnell's absence puts Trump agenda at risk as Kentucky succession questions grow
Andy Beshear says the Aug. 3 deadline has no legal impact on his options, but Mitch McConnell's absence leaves Republicans one vote short on key items.
TikTok is telling people to put their phones into the fridge
I don’t use TikTok myself, but from all of the second-hand reports I see, it seems to have become a...
Where AI meets ethics: new interdisciplinary minor blends computer science and philosophy
This story originally appeared on the website of the College of Arts & Sciences – Ed. As artificial intelligence becomes increasingly woven into everyday life, William & Mary is expanding opportunities for students to understand not only how AI works, but how it should be used. Guided by the university’s spirit of the ampersand — […]
Chartbook 464 The"China squeeze" - the politics of development counterfactuals.
There are three types of China shock discourse. Each has a distinct temporal register. China shock 1.0 was a phrase coined by US academics in the 2010s to retrospectively summarize the impact on particular US labour markets, which they identified through painstaking empirical investigation. China shock 2.0 on everyone’s lips in Europe in the mid 2020s is an alarm raised by trans-Atlantic policy thinkers warning of a coming disaster which they project onto Europe’s ailing car industry. The third type of China shock discourse - commonly known as the “China squeeze” launched most recently by Indian economists Shoumitro Chatterjee and Arvind Subramanian in the pages of Foreign Affairs - mobilizes a different, more speculative temporal register: the counterfactual realm of alternate history. The China squeeze argument asks not what has happened, or what is going to happen, but what might have been. Specifically, what options for economic development might have been open to Global South economies like India or the economies of sub-Saharan Africa, had it not been for China’s spectacular industrialization since the late 1990s and the persistent competitiveness of China’s manufacture in low-skilled segments. Chatterjee and Subramanian’s argument is that whilst China has built a powerful position in electrical machinery and other high-skill manufacturing, which is now delivering China Shock 2.0, it also continues to run a trade surplus in low-skill, labour-intensive manufacturing. This surplus is large and has remained largely unchanged in fifteen years. Indeed, in the 2010s, in trade with low-income countries, China’s surplus rapidly increased. On their reading, this squeezes low-income producers in low-skill sectors in which they “should” be able to compete. Source: “China’s Mercantilist Squeeze on Developing Countries” Shoumitro Chatterjee and Arvind Subramanian. Peterson Institute for International Economics 26-7 May 2026 Chatterjee and Subramanian’s wording is telling: (emphasis mine) The canonical trajectory of economic development in the post-World War II period is for countries to transition from agriculture to manufacturing, first in low-skilled manufacturing and then later on to high-skill manufacturing (Herrendorf, Rogerson, and Valentinyi 2013). At the global level, this implies that high-income countries (HICs) that once specialized in low-skilled activities cede manufacturing export space to poorer countries that come along to occupy that space. In 1965, advanced economies accounted for about 60 percent of global value-added exports in four key low-skilled manufacturing sectors, i.e., apparel, leather, textiles, and footwear. Over time this share declined and began to be occupied first by the East Asian tigers and, beginning in the late 1990s, by China. Today China accounts for about 50 percent of the global market. The question is whether China, with its rising prosperity, is continuing to behave like its richer counterparts and ceding export space to poorer followers or to behave unlike them and continuing to occupy space. In terms of the conceptual maneuvers it performs, of the three China shock discourses, the “China squeeze” argument is by far the most ambitious. After all, it bases its critique of China on a counterfactual imagining of the world. Like any counterfactual argument, to construct this alternative reality it must rely on a heuristic model. To make their argument Chatterjee and Subramanian mobilize two key claims. The first reference point is the actual history of rich-country industrialization, what they refer to as the “canonical path”. The idea is that countries transition from agriculture to light industry and low-skilled manufacturing and from there up the value chain. To make this useful as a standard of comparison and a means to construct a normative standard, they adjust sectoral export shares for two factors: 1. the underlying level of economic development of the exporting country, as measured by national income and 2. the degree to which the sector in question is internationalized. The idea being that for a high income country to have a high export share in low-skill sectors is anomalous and even more so if that particular product is highly internationalized and thus suitable for being “conceded” to lower-income competitors. Where should this process end? Here Chatterjee and Subramanian introduce their second benchmark. Their normative idea of a global development path is one in which, in due course, low-skill manufacturing exports are distributed in proportion to a country’s share in the global labour force. They imagine, in other words, a world of proportional, polycentric global development without much national specialization in low-skill manufacturing. A useful benchmark is that, in labor-intensive manufacturing sectors, a country’s share of world exports should be broadly commensurate with its share of the world’s low-skilled labor endowment. … In the Heckscher-Ohlin model, this would be true if value added per worker and export propensities, i.e., fraction of output that is exported, are the same across countries. It is this pleasant liberal vista of orderly global development, progressing towards a general distribution of low-skilled manufacturing against which they judge reality and conclude that the low-income countries are suffering a “China squeeze”. China is not exiting low-skill sectors fast enough Allowing for its gdp level and the degree of globalization, China’s share of low-skill manufacturing exports is far higher than it “should” be. Relative to population, its low-skill share of exports is far too high. That in turn yields the conclusion that huge numbers of jobs - the authors suggest tens of millions - are being hoarded by China. For the four sectors captured in figure 4, this excess in value-added exports is $110 billion in 2022. For all low-skilled sectors overall captured in appendix figure D.1, excess value-added exports amount to $365 billion. The crowding out of LMIC exports by China is therefore substantial. Both these claims have in common that they are strong structuralisms. The first is that development paths ought to resemble each other. The second is that broadly speaking as far as low-skilled manufacturing is concerned, all countries are alike. If the world currently diverges from the distribution of trade implied by these assumptions, if China is not following the advanced economy path and has huge exports, this must be the result of “policy”, which the authors then put in question as illegitimate or unfair. Thus the naturalistic construction of a canonical path leading to a “level” distribution of low-skilled manufacturing reveals itself to be a polemical tool. From the point of view of China shock polemics, this discourse is no doubt welcome. But as an account of economic history, it must surely be regarded as nothing short of bamboozling. Development paths do not follow a regular, natural sequence. As David Fishman put it aptly, “development is not a queue”. They are always and everywhere, through and through political. Development is not so much a process, as a project. Each such project is more or less well adjusted to its context. As Gerschenkron taught uneven and combined development implies differentiation rather than simple imitation on a single parth. It may be true that Europe and the US exited relatively early from low-skill work. But clearly technology has changed. As C&S themselves point out, China no longer enjoys a low wage environment. Do they really believe that such huge differences can be accounted for either by industrial policy, which as they admit does not operate powerfully in low-skill sectors, or by exchange rate manipulation? What is overwhelmingly dominant in explaining the persistence of “low-skill” manufacturing in China are surely the network effects of complex supply chains. Indeed the label of “low-skill” may miss the point. The degree of globalization which Chatterjee and Subramanian decide to conjure away in their model of the development path - to allow for the fact that Europe and American textiles exporters did not enjoy just-in-time logistics in the 1950s - obscures the point that the networks through which Chinese factories supply the world are themselves key parts of the low-skill industrialization project. China isn’t knocking out 1970s style “cheap”. It has redefined the entire product cycle. C&S’s casual reference to “T-shirts” is telling. In today’s “fast fashion”, there is weight on both terms. Fashion and fast. China’s success in delivering on both at unprecedentedly high speed and at unprecedentedly low cost, isn’t a low-skill operation at all. If we see development trajectories not as the serial repetition of the same, but as distinctive, crafted projects that cumulate in complex agglomerations of skill, technology and labor, then this explains why the assumption that low-skilled manufacturing should follow the distribution of population flies in the face of all experience. As countless cases attest, low-wage, low-income developed economies are not by themselves the makings of a competitive production base. As Leon Liao puts it quite fairly: “International trade has never been allocated according to population. A country’s population gives it no natural claim to an equivalent share of global exports." And the remarkable fact is that Subramanian alone and with co-authors has long been making this point, not to pillory China, as is the case of the tendentious _Foreign Affair_s and Peterson pieces, but to highlight the great counterpart to China’s industrial success, namely India’s relative failure. The much-quoted Foreign Affairs piece showed low-skill export shares only for China, not for India. If you put both countries in the picture as Chaterjee and Subramanian have done on other occasions, the picture looks like this. China is far above the line, but India, almost as large in terms of population, is no less anomalous, just in the opposite direction. As far as global populations are concerned, and the imagining of tens of millions of “squeezed” jobs, it is this Sino-Indian pair that account for a huge share of the action. What this graph reveals is not China’s cheating, but India’s “greatest development failure”, at least this is the argument made Arvind Subramanian, this time in co-authorship with Devesh Kapur, in their major book, A Sixth of Humanity. Independent India’s Development Odyssey which appeared with Oxford University Press earlier this year. In this highly critical work on India’s development, China is repeatedly evoked, not to criticize but as a benchmark against which to illuminate what India’s political economy has not delivered i.e. large-scale formal employment for hundreds of millions of citizens. Kapur and Subramanian leave no doubt, if you want to understand why China, not India was the main driver of manufacturing globalization from the 1980s, don’t look to slots opening up in the division of labour thanks to the liberal mindedness of advanced economies, look to the contrasting political economy of the Maoist PRC and India’s post-independence political economy. As Kapur and Subramian note: The great divergence between China and India did not begin in 1978 with the Deng reforms—it was well underway by then. In one of the great ironies of modern history, the conditions created by Maoism turned out to be a great launching pad for industrial globalization. As the comparison of India and China in 1980 makes clear, to imagine manufacturing would be equally distributed when populations are so differently endowed in terms of educational and nutritional is fanciful. Here is the data from Kapur and Subramanian, data which I explored back at the very beginning of Chartbook. As Kapur and Subramanian insist, the striking fact is that even as India’s growth accelerated from the 1980s, structural change has not. Formal employment in India lags woefully behind. Why? As Kapur and Subramanian note, the path-dependent impact of India’s poor early start was devastating. The list of factors they mention is long and weighty: We argue for a new five-fold explanation applicable at different stages of Indian history: in the initial stages, the legacy of two key pre-1980s policies, the neglect of agriculture and the strangling of the domestic private sector, were critical. The failure of broad-based agricultural growth militated against rural industrialization, which would have been devoted to satisfying local needs that would have necessarily been labour intensive. Then, when the boom came after 1980, the thicket of regulation and broader labour protections that were legislated prematurely in a nascent democracy, underpinned by a deep ideological aversion to private capital in general and big capital specifically, became a barrier to attaining the size that would be necessary to compete globally. Similarly, the reforms after 1991, while wide-ranging, did not quite encompass non-tradeable inputs critical to manufacturing, namely, land, logistics infrastructure and power. A combination of low investment (logistics infrastructure), regulation (land) and the continued monopoly supply by state governments (power), combined with residual socialism, kept costs at 75–100 per cent above efficient supply. These factors were compounded on the supply side by the government, which dominated the formal labour market and established exorbitantly high wages at the lower end of the skill spectrum. This made their employment in the labour-intensive sector by the private sector less attractive. Finally, when the services sector and its exports boomed, wages soared even further via a Dutch Disease effect: one successful tradeable sector killed and cannibalized another less-skilled tradable sector, namely, manufacturing. Thus, scarcity-inducing policies of the planning era, precocious democracy and a Gandhian aversion to size; inefficient, monopolistic supply of critical non-tradable inputs; the behemoth of government; and super-successful skill-intensive services successively undermined India’s unskilled labour employment opportunities. The employment failure seems to have been over-determined. … Less quantifiable but no less important are some of the sociological factors that have undermined manufacturing and factory jobs. Take the impact of the success of the IT sector—located in urban areas with better working conditions, such as air-conditioned offices, good schools for children and attractive entertainment options. It became a more attractive place for engineering and management graduates to flock to. … Consider manufacturing and female employment. Indian society makes it difficult for women to work, reflected in India’s unusually low female labour force participation (elaborated in Chapter XIII). Indian society, in particular the routine harassment of women in public spaces, makes it even more difficult for them to travel long distances to take up work.37 Combined with onerous regulations on creating hostels and dormitories for women—which, in turn, prevents multiple shifts of operation—factories need to be located in areas with a large female labour pool. While firms can take apparel plants to female labour or bring them to the plants by building large-scale dormitories, this raises costs. If there was a case for subsidies to encourage labour-intensive manufacturing, housing subsidies to build dormitories for women workers would be a good place to start. All of this meant, that when opportunities did open up, in part thanks to adjustments in China, India was in no position to take advantage. Here is the account of the 2020s from Kapur and Subramanian. It stands in dizzying contrast to the one-sided, “China squeeze” argument delivered in the Peterson and Foreign Affairs pieces: In 2022, for example, India’s share of global exports in clothing (the canonical labour-intensive sector) was 3.1 per cent compared to 32 per cent for China. This is extremely disappointing because China started vacating export space in this sector after the Global Financial Crisis as its wages started rising; it then vacated further space in the aftermath of geopolitical developments that led investors to seek alternative investment locations. Between its peak and today, China lost about 7.5 percentage points of global export share (worth about $43 billion in 2022); over this period, India’s export share remained stagnant at 3 per cent, while that of Vietnam and Bangladesh rose by 3.5 to 4 percentage points. China’s loss did not translate into any gain for India in terms of low-skill exports and employment. Put differently, when the conditions for dynamism and prosperity were established after 1991, and even more tantalizingly when the global export opportunities opened up, it was as if India was a high-wage economy and only skilled labour could benefit from the dynamism. It had converted its physically abundant unskilled workforce into an economically expensive resource, penalizing its use. It is not my mission here to argue for or against Kapur and Subramanian’s interpretation of India’s development trajectory. The point in this context is simply that the “China squeeze” such as it is can only be understood, in relation to the heavy burden of domestic constraints that Kapur and Subramanian so unsparingly enumerate. I am concentrating here on India because it is the great counterpart to China and the unspoken reference point of the “China squeeze” discourse. But the point is more general. Can anyone with a straight face suggest that the main problems afflicting the development of South Africa or Nigeria, the great centers of mass underemployment in sub-saharan Africa, are cheap competition from China driven by Beijing’s industrial policy and an undervalued RMB? Likewise, is the main problem of the American working-class the threat of Chinese competition or the manifest crisis of social reproduction in the United States itself? The point here, as in the discourse around China shock 2.0 in Europe, is to insist that we should not normalize the world and pathologize China, without actually investigating what is going on in America’s industrial wastelands, the German car industry, or India’s lopsided labour market. One-sided pathologization should be understood for what it is, a polemical gesture. Concepts like China shock and China squeeze are, what Reinhart Koselleck, following Carl Schmitt, would have described as “asymmetrische Kampfbegriffe”, or “asymmetrical counter-concepts” or “asymmetrical combat concepts”. If the function of arguments like the “China squeeze” is to alert elites in the rest of the world of the need to rejuvenate and energize their development projects, so be it. But let us see the resulting discourses as the mobilizing interventions that they are. Interestingly, a significant slice of China’s public sphere - the so-called industrial party - have been obsessed for the last twenty years with precisely these questions of counterfactual economic history. Since the mid 2000s, a massive online discourse developed around an alternative history in which Chinese techno-patriots were asked to imagine how they would proceed if they had the possibility of traveling back in time to transport modern technology into the Ming dynasty (1368-1644) thus averting the “great divergence” of the 18th and 19th centuries. It is a fantasy of course, but also a goad. The point was not directed at Westerners. The alternate history is dramatically nationalist, but few n the West had even heard of it until recently. The adherents of the industrial party are not liberal moralists. They don’t project natural ladders of international development and ask why others don’t cede space. They take the Realpolitik of global economic development for granted. Their pointe was directed against fellow Chinese. The rallying cry of the alternative narrative was this: Now that we are beginning to gain steam and push forward on our national development path, now that we are breaking out of the inferior position assigned to us even in the early years following WTO accession, do not lose yourself in humanistic imaginings about better futures. In the spirit of Deng, they called on China to embrace the hard truth of development. Perhaps one might of the Industrial Party as a cultural trend born out of desire for symbolic revenge against those who had inflicted the century of humiliation. In terms of the various temporalities of the “China shock” - retrospective, prospective and counterfactual - one might think of the Industrial Policy discourse as truly speculative, conjuring up the China shock that never was. Or perhaps one might better think of it as imagining a world in which a powerful China was no shock at all, but simply a defining fact of modern history. I love putting out Chartbook. I am particularly pleased that it goes out for free to thousands of subscribers around the world. But, writing this newsletter takes a lot of work. If you are enjoying it and would like to support the project, sign up for one of the subscription options here. It is the equivalent of a fancy cup of coffee per month! Subscribe
Capital One dismissal bid puts Trump's JPMorgan Chase "political debanking" lawsuit in sharper focus
New filing in Trump's Capital One case spotlights the challenge of proving political bias when banks can broadly close accounts at their discretion.
Countries put science and precaution above race to start deep seabed m
More member states of the International Seabed Authority announced support for a precautionary pause or moratorium during its annual meeting, citing a lack of science and concerns for the long-term ef
Michigan Senate Primary Puts Democratic Party’s Leftward Shift to the Test
Moderate Democrats see the race as a chance to try to slow a groundswell of Democratic socialist victories.
Source: Voluntary federal regulatory framework for advanced AI models finalized
The meeting was described as “staff-level.”
'Putting Politics to One Side': Aaron Rai Makes Feelings Clear on DP World Tour's Future
Aaron Rai thinks the DP World Tour matches the PGA Tour’s high-level play and strong competitive depth—a stark contrast from what a majority believe. For professional golfers, the PGA Tour is the biggest platform to showcase their skills.
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.
Hoskins rejects Missouri congressional redistricting map referendum, setting up court fight
The GOP Secretary of State’s decision was expected. Proponents of placing the GOP-leaning map up for a statewide vote will go to court to put a vote on the plan on the November ballot.
$5 million Putt Chip Chill entertainment venue announces North Little Rock opening date
Putt Chip Chill, a new $5 million entertainment venue in North Little Rock, is scheduled to open to the public on Aug. 28.
OpenAI pays $3.2 million to settle US worker bias claim
OpenAI disputes the Justice Department's view, but said it wanted to move forward with a program to support employees "requiring immigration support."
UCLA-Led Team Selected for National Science Foundation Quantum Technology Award
A UCLA-led team of physicists, engineers and computer scientists has been selected by the U.S. National Science Foundation for $4 million in funding through the NSF National Quantum Virtual Laboratory, or NQVL, a national initiative designed to accelerate the development of useful quantum technologies and make advanced quantum tools and testbeds available to researchers across the country
Banka selected for national business officer fellowship
Jeff Banka, deputy chief financial officer, has been selected for the 2026-27 National Association of...
New NSF State and Regional AI Infrastructure Hubs will power AI-enabled scientific research across the country
New initiative will accelerate AI-enabled scientific discovery by expanding access to compute for researchers, students and educators through regional partnerships among state and local governments…
Next year’s iPhone Pro models will have larger screen sizes, per leak
Next year’s 20th anniversary iPhone Pro models could bring new, larger screen sizes per a reputable leaker.
At colleges, the AI boom means everyone wants to dabble in computer science
As enrollment in traditional computer science programs declines, universities across the United States are rapidly expanding artificial intelligence education to include students from diverse majors like music and psychology.