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Google DeepMind creates super-advanced AI that can invent new algorithms


Google’s DeepMind research division claims its newest AI agent marks a significant step toward using the technology to tackle big problems in math and science. The system, known as AlphaEvolve, is based on the company’s Gemini large language models (LLMs), with the addition of an “evolutionary” approach that evaluates and improves algorithms across a range of use cases.

AlphaEvolve is essentially an AI coding agent, but it goes deeper than a standard Gemini chatbot. When you talk to Gemini, there is always a risk of hallucination, where the AI makes up details due to the non-deterministic nature of the underlying technology. AlphaEvolve uses an interesting approach to increase its accuracy when handling complex algorithmic problems.

According to DeepMind, this AI uses an automatic evaluation system. When a researcher interacts with AlphaEvolve, they input a problem along with possible solutions and avenues to explore. The model generates multiple possible solutions, using the efficient Gemini Flash and the more detail-oriented Gemini Pro, and then each solution is analyzed by the evaluator. An evolutionary framework allows AlphaEvolve to focus on the best solution and improve upon it.

Many of the company’s past AI systems, for example, the protein-folding AlphaFold, were trained extensively on a single domain of knowledge. AlphaEvolve, however, is more dynamic. DeepMind says AlphaEvolve is a general-purpose AI that can aid research in any programming or algorithmic problem. And Google has already started to deploy it across its sprawling business with positive results.



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The Devil Wears Prada Star Stanley Tucci Reveals Where He’d Wine and Dine the Film’s Iconic Character, Miranda Priestley (Exclusive)

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NEED TO KNOW

  • Stanley Tucci reflects on his beloved role as Nigel in The Devil Wears Prada
  • In a new interview with PEOPLE, Tucci shares where he’d hypothetically take Miranda Priestley to eat in Italy — and it’s very on brand
  • The actor also opens up about his new National Geographic series, Tucci in Italy, where he explores the rich culinary traditions of five picturesque Italian regions

Stanley Tucci’s award-winning film career has him spanning a wide range of roles, but his role as fashion magazine art director Nigel in the 2006 film, The Devil Wears Prada, was one that solidified him into the hearts of a generation. 

In an exclusive interview with PEOPLE to discuss his upcoming new series, Tucci in Italy, the multi-hyphenate star, 64, gave a fun response when asked where he would take the movie’s main character Miranda Priestly, editor-in-chief of the fictional fashion magazine, Runway. 

In the movie starring Anne Hathaway (who played fashion world newbie Andrea “Andy” Sachs), Tucci’s role as Nigel was part mentor for Andy and part right-hand to Miranda, played by Meryl Streep.

Stanley Tucci (left) and Meryl Streep (right) in ‘The Devil Wears Prada’.

20th Century Fox Film Corp. 


Miranda, who’s drawn comparisons to Vogue editor-in-chief Anna Wintour, is a no-nonsense boss who demands everything around her go off without a hitch. 

At one point in the film, she asks Andy to order and deliver a high-quality steak to her office. As fans of the film will remember, Andy ends up having to throw the steak away after Miranda makes other arrangements, to Andy’s surprise. 

Steak scene from ‘The Devil Wears Prada’.

20th Century Fox 


Tucci draws inspiration from the particular scene in the film. “I would take her to … she likes steak, right?” he recalls. “I would take her to Tuscany and I would give her the beef steak of Fiorentina [Florence]. A delicious steak.” As for the wine pairing, Tucci simply adds, “Yeah, lots of it.” 

In his forthcoming show, Tucci, author of What I Ate in One Year and Taste: My Life Through Food, will continue to flex his culinary prowess. 

The five-episode series will take viewers on a picturesque journey across five Italian regions, absorbing the intricate details of some of the world’s most culturally rich dishes.    

Tucci travels to Tuscany, Lombardy, Trentino-Alto Adige, Abruzzo, and Lazio, meeting chefs, fishermen, food scientists and even cowboys who string together the history and importance of regional ingredients and dishes through immersive storytelling. 

“I’m guided by my taste buds,” Tucci explains, “that’s important to the point of the show, really, in a way. I’m always guided by my taste buds. It’s my first thought when I wake up wherever I am.”

The first episode of Tucci in Italy premieres on National Geographic on May 18.



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Parents wade through floodwater to reach students during Maryland emergency flash flooding


WESTERNPORT, Md. – Family members waded through waist-deep floodwater to reach their children in Western Maryland on Tuesday after torrential rain quickly inundated three schools in Allegany County, prompting emergency rescues.

A Flash Flood Emergency was declared near Westernport, Maryland when storms dropped up to 5 inches of rain within hours.

Allegany County Administrator Jason Bennett said the area is known as the “Mountainside of Maryland” because it’s surrounded by mountains. All that water flows downhill, and by Tuesday afternoon, “we began to have real problems,” Bennett told FOX Weather.

Photos show cars floating in the parking lot of an Allegany County District school. 

“This one absolutely came up on us very quickly,” Bennett said.

Georges Creek Elementary and Westernport Elementary students were evacuated by boat as the water began to enter buildings. Students and staff sheltered in place at Westmar Middle School and Mountain Ridge High School.

First responders from Western Maryland, including multiple volunteer fire departments and swift-water rescue teams, headed to the scene,  rescuing 150 students and 50 staff from Westernport Elementary. 

WHAT FLOOD WATCHES, FLOOD WARNINGS AND FLASH FLOOD EMERGENCIES MEAN

Some families took things into their own hands, wading through the rising water to reach their children and help rescue others. 

A photo shared by the Maryland State Fire Marshal’s Office shows a man carrying a girl on his shoulders with water up to his chest. Officials said he was a good Samaritan, not with a fire department. 

Allegany County Public School officials said 12 students stayed over overnight at Mountain Ridge High School until their families could pick them up on Wednesday morning. 

“We went from having parking lots that were bare to being filled with water within a 30-to-40-minute timeframe. That’s why we had a couple of the schools that kind of got stuck the way they were,” Bennett said. “So it was a very difficult time, a lot of water to deal with and a lot of damage and a lotta cleanup for us to deal with today.”

Photos shared by the Kitzmiller and Bloomdale volunteer fire departments show boats carrying students away from the school and the playground submerged in water. 

Potomac Fire Co. No. 2 Public Information Officer Jonathan Dayton estimated that about 200 homes and buildings were flooded in Allegany County. 

County officials said no one was reported injured or missing during the event in Western Maryland. 

Tragically, the same storms caused flooding in West Virginia and Virginia, where a 12-year-old boy was swept away by floodwaters. His body was found on Wednesday.



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Lawmakers seek investigation into South Carolina’s firing squad execution

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COLUMBIA, S.C. — Two South Carolina legislators have requested an investigation into the state’s firing squad execution last month after lawyers for the inmate said his autopsy showed the shots nearly missed his heart and left him in extreme pain for up to a minute.

The Democratic and Republican representatives asked the governor, the prison system and leaders in the state House and Senate for an independent and comprehensive review of the April 11 execution of Mikal Mahdi.

They also want the firing squad removed from the methods of execution that an inmate can choose until an investigation is complete. Condemned prisoners in South Carolina can also choose lethal injection or the electric chair.

Reps. Justin Bamberg and Neal Collins wrote in their letter that the request doesn’t diminish the crimes Mahdi was convicted of, nor was it rooted in sympathy for the 42-year-old inmate. Mahdi was put to death for the 2004 shooting of an off-duty police officer during a robbery.

“This independent investigation is to preserve the integrity of South Carolina’s justice system and public confidence in our state’s administration of executions under the rule of law,” they wrote.

Bamberg, a Democrat, and Coillins, a Republican, are deskmates in the South Carolina House.

Prison officials said they thought the execution was properly conducted. House and Senate leaders did not respond. Republican Gov. Henry McMaster said he sees no need to investigate.

“The governor has high confidence in the leadership of the Department of Corrections. He believes the sentence of death for Mr. Mahdi was properly and lawfully carried out,” wrote spokesman Brandon Charochak in an email.

Even without an investigation, what happened at Mahdi’s execution may get hashed out in court soon. A possible execution date for Stephen Stanko, who has two death sentences for murders in Horry County and Georgetown County, could be set as soon as Friday. He would have to decide two weeks later how he wants to die.

Mahdi had admitted he killed Orangeburg Public Safety officer James Myers in 2004, shooting him at least eight times before burning his body. Myers’ wife found him in the couple’s Calhoun County shed, which had been the backdrop to their wedding 15 months earlier.

The autopsy conducted after Mahdi’s execution raised several questions that the lawmakers repeated in their letter.

The only photo of Mahdi’s body taken at his autopsy showed just two distinct wounds in his torso. A pathologist who reviewed the results for Mahdi’s lawyers said that showed one of the three shots from the three prison employee volunteers on the firing squad missed.

The pathologist who conducted the autopsy concluded that two bullets entered the body in the same place after consulting with an unnamed prison official who said that had happened before in training. Prison officials said all three guns fired and no bullets or fragments were found in the death chamber.

“Both bullets traveling on the exact same trajectory both before and after hitting a target through the same exact entrance point is contrary to the law of physics,” Bamberg and Collins wrote.

In the state’s first firing squad execution of Brad Sigmon on March 7, three distinct wounds were found on his chest and his heart was heavily damaged, according to his autopsy report.

The shots barely hit one of the four chambers of Mahdi’s heart and extensively damaged his liver and lungs. Where it likely takes someone 15 seconds to lose consciousness when the heart is directly hit, Mahdi likely was aware and in extreme pain for 30 seconds to a minute, said Dr. Jonathan Arden, the pathologist who reviewed the autopsy for the inmate’s lawyers.

Witnesses said Mahdi cried out as the shots were fired at his execution, groaned again some 45 seconds later and let out one last low moan just before he appeared to draw his final breath at 75 seconds.

Bamberg and Collins said Mahdi’s autopsy itself was problematic.

The official autopsy did not include X-rays to allow the results to be independently verified; only one photo was taken of Mahdi’s body, and no close-ups of the wounds; and his clothing was not examined to determine where the target was placed and how it aligned with the damage the bullets caused to his shirt and his body.

“I think it is really stretching the truth to say that Mikal Mahdi had an autopsy. I think most pathologists would say that he had ‘an external examination of the body,’” said Jonathan Groner, an expert in lethal injection and other capital punishments and a surgeon who teaches at Ohio State University.

Sigmon’s autopsy included X-rays, several photos and a cursory examination of his clothes

Prison officials have used the same company, Professional Pathology Services, for all its execution autopsies, Corrections Department spokeswoman Chrysti Shain said.

They provide no instructions or restrictions to the firm for any autopsy, she said.

The pathologist who conducted the autopsy refused to answer questions from The Associated Press.

Bamberg and Collins also want the state to allow at least one legislator to attend executions as witnesses.

State law is specific about who can be in the small witness room: prison staff, two representatives for the inmate, three relatives of the victim, a law enforcement officer, the prosecutor where the crime took place, and three members of the media.



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Over 200 tons of illegally imported electronic waste from U.S. found in Thailand, officials say

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Thai officials on Wednesday said they seized 238 tons of illegally imported electronic waste from the United States at the port of Bangkok, one of the biggest lots they’ve found this year.

The waste, which came in 10 large containers, was declared as mixed metal scrap containing aluminium, copper and iron, but turned out to be circuit boards mixed in a huge pile of metal scrap, said Theeraj Athanavanich, director-general of the Customs Department.

The electronic waste — which is classified as hazardous waste under the Basel Convention on the Control of Transboundary Movements of Hazardous Wastes and Their Disposal — was found on Tuesday after the 40-foot containers became the subject of a routine random inspection, officials said.

The Basel Convention is an international treaty signed in 1989 meant to deal with hazardous waste flowing into developing countries as costs for disposal grew along with the amount of waste.

A U.N. report last year said electronic waste is piling up worldwide. Some 62 million tons of electronic waste was generated in 2022 and that figure is on track to reach 82 million tons by 2030, the report said. It said only 22% of the waste was properly collected and recycled in 2022 and that quantity is expected to fall to 20% by the end of the decade due to higher consumption, limited repair options, shorter product life cycles, and inadequate management infrastructure.

Thailand E-Waste

Thai officials show samples of illegally imported electronic waste from the United States which they said they seized at Bangkok Port during a press conference in Bangkok, Thailand, Wednesday, May 14, 2025.

Sakchai Lalit / AP


Theeraj said Thai authorities are looking to press charges including falsely declaring imported goods, illegally importing electronic waste and planning to re-export the waste back to its country of origin.

“It’s important that we take action on this kind of goods,” he said. “There are environmental impacts that are dangerous to the people, especially communities around factories that might import these things for processing, then recycling.”

Electronic waste creates huge health hazards. Many components are laden with lead and mercury, cadmium and other toxins. Recyclers are after gold, silver, palladium and copper, mainly from printed circuit boards, but lax controls mean that facilities often burn plastics to release encased copper and use unsafe methods to extract precious metals.

Thailand E-Waste

A Thai official shows samples of illegally imported electronic waste from the United States which they said they seized at Bangkok Port during a press conference in Bangkok, Thailand, Wednesday, May 14, 2025.

Sakchai Lalit / AP


Thailand passed a ban on the import of a range of electronic waste products in 2020. The Cabinet in February approved an expanded list of the banned waste.

Sunthron Kewsawang, deputy director-general of the Department of Industrial Works, said officials suspected at least two factories in Samut Sakhon province, which borders Bangkok, are involved in importing the waste. Last year, Thai officials found thousands of tons of smuggled cadmium waste at a factory in the province, Thai PBS reported.

Residents near the area were later found to have usually high levels of the poisonous metal in their urine, according to the report. Exposure to cadmium can cause flu-like symptoms, including chills, fever and muscle pain, according to the U.S. Occupational Safety and Health Administration. Long-term exposure can lead to cancer, kidney, bone and lung disease.

In January, the Customs Department said it seized 256 tons of illegally imported electronic waste from Japan and Hong Kong at a port in eastern Thailand.

Kiki Intarasuwan

contributed to this report.



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Campus protests flare on a smaller scale than last spring, but with higher stakes


WASHINGTON — Campus activism has flared as the academic year winds down, with pro-Palestinian demonstrations leading to arrests at several colleges.

Compared with last spring, when more than 2,100 people were arrested in campus protests nationwide, the demonstrations have been smaller and more scattered.

But the stakes are also much higher. President Donald Trump’s administration has been investigating dozens of colleges over their handling of protests, including allegations of antisemitism, and frozen federal grant money as leverage to press demands for new rules on activism.

Colleges, in turn, have been taking a harder line on discipline and enforcement, following new policies adopted to prevent tent encampments of the kind that stayed up for weeks last year on many campuses.

More are pushing for the same goal that drove last year’s protests — an end to university ties with Israel or companies that provide weapons or other support to Israel.

Protesters who took over a Columbia University library this month issued demands including divestment from “occupation, apartheid and genocide” and amnesty for students and workers targeted for discipline by the university. About 80 people were arrested at the protest, which also called for police and federal immigration officials to stay off campus.

A protest at the University of Washington days earlier demanded the school end ties with Boeing, a supplier to the Israeli Defense Forces. Activists wanted the school to return any Boeing donations and bar the company’s employees from teaching at the school. Thirty people were arrested.

Other protests have sparked up at schools including Swarthmore College, Rutgers University, the University of California, Los Angeles and Brooklyn College.

The timing of recent protests may owe to developments in the war itself and the approaching end of the school year, said Robert Cohen, a professor of history and social studies at New York University.

Cohen said activists may be energized by Israeli Prime Minister Benjamin Netanyahu’s discussion of an escalation of the war, at a time many Palestinians already are at risk of starvation amid an Israeli blockade of food and other goods. “And the fact that it is the end of the semester — maybe it seems like the last chance they have to take a stance, to publicize this,” he said.

Still, he sees the latest flare-up as a return to the kind of protests that campuses occasionally saw even before the Israel-Hamas war. As colleges have imposed stricter rules, many students may be unwilling to risk punishment, he said.

“Essentially, you have a small core of people, and the larger mass movement has been suppressed,” he said of the latest activism. “These are small, scattered protests.”

Colleges navigating protests risk losing federal grants for research if their response runs afoul of the government.

The handling of last year’s protests has been at the center of the Trump administration’s fight with Columbia, Harvard and other universities.

Some schools have had money frozen for what the administration calls a failure to root out campus antisemitism. Federal officials have demanded tougher action against protesters, new limits on protests and other changes aimed at pro-Palestinian activism along with diversity, equity and inclusion policies.

After the University of Washington protest, a federal antisemitism task force said it was launching a review. It applauded quick action from police but said it expected campus leaders to “follow up with enforcement actions and policy changes that are clearly necessary to prevent these uprisings moving forward.”

The stakes are also higher for international students as the federal government moves to deport students with ties to pro-Palestinian activism.

After calling police to clear the library occupied by protesters last week, Columbia University suspended 65 students and barred 33 others from campus.

Columbia’s response drew praise from the Trump administration’s task force, which said it was encouraged by the university’s “strong and resolute statement” condemning the protest.

Even before the latest protest, Columbia had agreed to other changes amid pressure from federal officials, including a ban on face masks used to conceal identities and the hiring of new public safety officers empowered to make arrests on campus.

The University of Washington protest also drew a swift response, with 21 students later suspended.

___

The Associated Press’ education coverage receives financial support from multiple private foundations. AP is solely responsible for all content. Find AP’s standards for working with philanthropies, a list of supporters and funded coverage areas at AP.org.



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Nvidia (NVDA) Jumps 6% on Saudi Chip Deal; CEO Net Worth Nears $120 Billion


Nvidia (NVDA, Financials) shares rose Tuesday after the chipmaker secured a major AI hardware deal in Saudi Arabia, lifting its market valuation to $3 trillion and boosting CEO Jensen Huang’s personal wealth.Nvidia’s stock rally added to a surge that brought the company’s market capitalization to $3 trillion. Shares closed at $129.93, up 5.6%, following news that the firm will sell hundreds of thousands of AI processors to Saudi Arabia.Many of the chips are being allocated to an AI startup funded by Saudi Arabia’s sovereign wealth fund. The announcement came during U.S. President Donald Trump’s Gulf visit, which began in Riyadh and includes a stop in the UAE later this week.Huang’s net worth rose to roughly $120 billion, up from $80 billion last year, according to Forbes. He remains just outside the top ten wealthiest individuals globally.The deal reflects strong continued global demand for Nvidia’s high-performance chips, solidifying its leadership in the AI hardware space. It also ties Nvidia’s growth to geopolitical relationships in the Middle East.Investors will watch for additional regional deals and policy outcomes as Trump’s tour continues and global AI infrastructure spending expands.

This article first appeared on GuruFocus.



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Here’s who is most likely to die from ‘broken heart syndrome,’ new study says

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Researchers have found that a severe form of physical or emotional stress that causes a condition colloquially known as “broken heart syndrome” results in more deaths among men than in women, according to a new study from the Journal of the American Heart Association.

The study released on Wednesday stated that the condition, scientifically referred to as Takotsubo cardiomyopathy, caused double the number of deaths in men than in women, at 11.2% versus 5.5%.

“Takotsubo cardiomyopathy is a reversible left ventricle dysfunction and is triggered by emotional stress, predominantly in women, or physical stress, predominantly in men,” the study read. “This condition is known to be associated with sex and race disparities and can lead to significant in‐hospital mortality and morbidity.“

The condition occurs when part of the heart enlarges and does not pump well, the American Heart Association said in a statement. It is thought to be a reaction to a surge in stress hormones caused by emotional or physical stress, like the death of a loved one or a divorce, leading to severe, short-term heart failure. Symptoms like chest pains and shortness of breath could make broken heart syndrome be misdiagnosed as a heart attack.

Authors of the study looked at data from about 200,000 U.S. adults who were hospitalized with broken heart syndrome between 2016 and 2020. During this timeframe, the highest number of people who died from the condition were over 61 years old. Those between the ages of 46 and 60 also saw two to three times more deaths.

“This sudden rise could be due to a combination of increased stress levels, hormonal variations and the onset of cardiovascular risk factors along with undertreatment for hypertension and hyperlipidemia, alcohol use and smoking,” the study read.

“Men may be more at risk for dying and having bad outcomes because they’re less susceptible to begin with,” Dr. Ilan Wittstein, a cardiologist at Johns Hopkins Medicine, who did not author the study, told NBC News. “So it takes a more dangerous trigger to precipitate the syndrome.”

The condition causes death among white people the most, accounting for 0.16% of the population, followed by Native Americans at 0.13%, according to the study. Black people had the lowest number of deaths, at 0.07%.

People with broken heart syndrome also typically had higher household incomes, and higher among patients on Medicare at 0.18%.

“The continued high death rate is alarming, suggesting that more research be done for better treatment and finding new therapeutic approaches to this condition,” study author Dr. Mohammad Movahed, cardiologist at the University of Arizona’s Sarver Heart Center, said in a statement.

To prevent deaths caused by broken heart syndrome, physicians need to review coronary angiograms with no significant coronary disease with the typical appearance of left ventricular motion, Movahed said.

“These patients should be monitored for serious complications and treated promptly,” he continued. “Some complications, such as embolic stroke, may be preventable with an early initiation of anti-clotting medications in patients with a substantially weakened heart muscle or with an irregular heart rhythm called atrial fibrillation that increases the risk of stroke.”

The study was limited by data collected from hospital codes, which could contain errors or overcount the number of patients hospitalized more than once or transferred to another hospital, the statement read. More research, according to Movahed, “is needed about the management of patients with Takotsubo cardiomyopathy and the reason behind differences in death rates between men and women.”



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Justin Baldoni Team Says Blake Lively Told Taylor Swift to Delete Texts


Justin Baldoni’s legal team contends that Blake Lively allegedly tried to get friend Taylor Swift to publicly support her side in their ongoing lawsuit.

Baldoni’s camp recently subpoenaed Swift, 35, over her reported involvement in the case, which Lively, 37, and her attorneys have since requested to dismiss. In a new court letter obtained by Us Weekly, Baldoni’s attorneys claim that Lively urged Swift to delete any personal text messages.

Bryan Freedman, counsel for Baldoni, further alleged that one of Lively’s attorneys also demanded that Swift publicly release a statement of support and, if not, the women’s texts would be publicly released. Freedman believes that such alleged threats are evidence of “an attempt to intimidate and coerce a percipient witness in this litigation.”

A lawyer for Lively, meanwhile, denied the latest allegations.

“This is categorically false. We unequivocally deny all of these so-called allegations, which are cowardly sourced to supposed anonymous sources, and completely untethered from reality,” her attorney Mike Gottlieb told Us in a statement. “This is what we have come to expect from the Wayfarer parties’ lawyers, who appear to love nothing more than shooting first, without any evidence, and with no care for the people they are harming in the process. We will imminently file motions with the court to hold these attorneys accountable for their misconduct here.”

Lively sued Baldoni, 41, for sexual harassment, fostering a hostile work environment and trying to ruin her reputation, stemming from their experience working on 2024’s It Ends With Us. Lively starred in the film and also served as an executive producer. Baldoni, meanwhile, also had a lead role opposite Lively and directed the project.

GettyImages-2197324253-Taylor-Swift

Related: Taylor Swift Is Fighting Justin Baldoni’s Subpoena Amid Blake Lively Drama

Taylor Swift’s legal team is seeking to reject Justin Baldoni’s subpoena amid his ongoing legal battle with Blake Lively. According to legal documents obtained by Billboard on Tuesday, May 13, the legal firm representing Swift, 35, labeled the subpoena “an abuse of the discovery process” in a legal motion filed on Monday, May 12. (The […]

Baldoni denied Lively’s claims, ultimately filing a $400 million defamation suit against the Gossip Girl alum and her husband, Ryan Reynolds, earlier this year. His legal team has repeatedly claimed that Swift was secretly involved in Lively’s alleged production takeover. A subpoena sent to Swift earlier this month was, according to Freedman, meant to collect any evidence pointing to the pop star supporting Lively. (Lively and Reynolds, 48, have denied Baldoni’s accusations.)

“Taylor Swift never set foot on the set of this movie, she was not involved in any casting or creative decisions, she did not score the film, she never saw an edit or made any notes on the film,” a spokesperson for Swift told Us in a Friday, May 9, statement. “She did not even see It Ends With Us until weeks after its public release, and was traveling around the globe during 2023 and 2024 headlining the biggest tour in history.”

The rep added, “The connection Taylor had to this film was permitting the use of one song, ‘My Tears Ricochet.’ Given that her involvement was licensing a song for the film, which 19 other artists also did, this document subpoena is designed to use Taylor Swift’s name to draw public interest by creating tabloid clickbait instead of focusing on the facts of the case.”

Swift has not publicly addressed Baldoni and Lively’s lawsuit, with a source revealing in the latest issue of Us Weekly that her friendship with the actress has “strained” as a result of the court battle.

“Their friendship is not what it used to be,” the insider told Us. “Taylor is very uncomfortable about being pulled into the lawsuit. It’s a huge thing now.”



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The frontier: A trading algorithm that writes itself and evolves


For at least the past 25 years, human traders have been anxious about being replaced by machines and yet — today — there are more people trading than ever. I’d argue that many of them shouldn’t be trading and note that many of the human tasks in markets have been replaced but the future is hard to predict.

There is a cottage industry around writing and (mostly) selling trading algos. Their success has been mixed at best and it’s mostly been an avenue for grift in the retail space but Jim Simons made ungodly amounts of money quant trading and relatively simplistic methods (though we don’t know the details).

In any case, could this be the next frontier in trading technology?

Google DeepMind today pulled the curtain back on AlphaEvolve,
an artificial-intelligence agent that can invent brand-new computer
algorithms — then put them straight to work inside the company’s vast
computing empire.

AlphaEvolve pairs Google’s Gemini
large language models with an evolutionary approach that tests,
refines, and improves algorithms automatically. The system has already
been deployed across Google’s data centers, chip designs, and AI
training systems — boosting efficiency and solving mathematical problems
that have stumped researchers for decades.

That description comes from a Venturebeat report on the DeepMind announcement today.

The idea is that the model combines the creativity of a large language model with algorithms
that can scrutinize the model’s suggestions to filter and improve
solutions.

I can almost guarantee that there are people pouring money into this idea in markets. Unfortunately, the same technology is going to be put to military use and we’ll be lucky to survive it.

Later this year,
ForexLive.com
is evolving into
investingLive.com, a new destination for intelligent market updates and smarter
decision-making for investors and traders alike.



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