https www spin ph pba The Wide Angle: Small town Santa helpers now more than mostSupreme Court allows multibillion-dollar class action to proceed against MetaOMAHA, Neb. (AP) — Investor Warren Buffett renewed his Thanksgiving tradition of giving by handing out more than $1.1 billion of Berkshire Hathaway stock to four of his family's foundations Monday, and he offered new details about who will be handing out the rest of his fortune after his death. Buffett has said previously that his three kids will distribute his remaining $147.4 billion fortune in the 10 years after his death, but now he has also designated successors for them because it's possible that Buffett's children could die before giving it all away. He didn't identify the successors, but said his kids all know them and agree they would be good choices.

Deep within the hills and greenery of the Appalachian Mountains exists a business born of faith and determination that has become a cornerstone of its community. Trinity Tree Services, a family-owned company, was established a decade ago by Ronnie Kuhn, his wife Joni Kuhn and his parents ET and Roberta Smith. The enterprise emerged as a solution to Ronnie’s desire for a better work-life balance, providing him with the freedom to escape the demands of the coal industry and dedicate time to his growing family. “I was afraid I’d miss my kids’ ball games and plays,” Ronnie Kuhn said. “Starting Trinity was about being home every night and creating a better life for my family.” This decision transformed Kuhn’s life and planted the seeds for a thriving business that has a real, demonstrable impact on the region itself. Just like telephone and power linemen, arborists and tree care professionals play an instrumental role in storm-damage cleanup and mitigation. Kuhn is not just an owner, but an operations manager with over 18 years of experience as a certified TCIA Tree Care Safety Professional who works with his team on the front lines. "I only hire professionals who are dedicated to safety and excellence," Kuhn asserted. The company’s name, "Trinity," was inspired by a moment of prayer by Ronnie’s father, ET Smith, who envisioned the Father, Son, and Holy Spirit as the guiding principles of their work. “ET said the Lord gave him the name in the middle of the night,” explained Bill Bilher, a certified arborist and project manager at Trinity. Bilher brings nearly 50 years of experience and credentials that include certifications from the International Society of Arboriculture (ISA) and memberships in multiple professional organizations. Bilher’s commitment to staying at the forefront of the industry is evident in Trinity’s approach to education. “Ronnie and I both have to do continuing education units,” Bilher explained. “We need 30 CEUs every three years to maintain our certification, and we’re always attending meetings and learning about the latest research.” In fact, Bilher is even sometimes called upon to serve as expert testimony during trial proceedings, though he states that “they’re usually just civil disputes over where the tree begins or ends.” Trinity’s impact – like a tree limb – extends beyond the trees they service and toward innovation and education. Safety and technology are at the forefront of their operations, and their scientific approach to tree care is a cornerstone of Kuhn’s mindset and philosophy. “Tree work isn’t dangerous – it’s hazardous,” Ronnie explained. “With proper training, equipment and mindset, we can minimize the risks.” From restoring storm-damaged trees to providing routine maintenance, Kuhn is actively involved in the front line operations of his business. “I still love climbing trees, cutting branches, and playing with equipment,” Kuhn enthusiastically shared. “Figuring out how to dismantle a tree safely and efficiently is like a game of chess, and I love puzzles!” The company’s vision and ethos is reflected in their equipment advances and standards. Their arsenal includes bucket trucks, stump grinders, and a spider lift, which Kuhn described as “a backyard bucket truck that can navigate tight spaces and reach up to 75 feet.” These innovations not only improve efficiency but also protect the team. “Equipment like this gives our climbers longevity,” Bilher said. “They can work hard without wearing themselves out.” The intrinsic importance of nature is a guiding principle for the company. Bilher, known as the “Tree Preacher,” often educates clients on proper tree care. “Trees are living entities – they’re not telephone poles,” Bilher explained. Trinity Tree Service had an active role in storm cleanup efforts during Hurricane Helene, with one of the trees they worked on being estimated to be near a state record. “We've worked on some humongous American elm trees that are quite possibly state records,” Kuhn enthusiastically recalled. “It was damaged in the storm, but even with the damage, it's still bigger than most American elms I've ever seen." Trinity Tree Service’s hours are Monday through Saturday, 7 a.m. to 6 p.m., and you can reach them at 304-253-7711 for an estimate or inquiries.

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US says Somaliland is a Leader in Democracy and a Model for the Entire African Continent

Jimmy Patronis, Florida’s chief financial officer, has emerged as the leading contender to fill the congressional seat vacated by Matt Gaetz. President-elect Donald Trump praised Patronis' devotion to MAGA ideas and backed him on Monday, despite the fact that he has not yet made his campaign official. Trump’s EndorsementOn Truth Social, Trump, 78, emphasized Patronis' qualifications and described him as a "fourth-generation Floridian" who is committed to his cause. The president-elect characterized Patronis as a possible congressional ally who would prioritize border security, economic growth, and Second Amendment protection. Trump added, "Jimmy has been a wonderful friend to me and to MAGA." Patronis, 52, has only hinted at his intention in running for Florida's 1st Congressional District seat, thus the support was unexpected. Patronis’s Political CareerSince 2017, Patronis has been Florida's CFO, managing state funds, conducting agency audits, and policing insurance. The position includes the duties of fire marshal, comptroller, and treasurer. Under previous Governor Rick Scott, Patronis joined the cabinet, and he remained there under Governor Ron DeSantis. Trump's objectives and his legislative efforts have frequently coincided. Patronis suggested last year creating a "Freedom Fighters Fund" to provide up to $5 million to pay for the legal fees of Florida candidates for president, including Trump. In the end, DeSantis rejected the plan. The Seat Gaetz Left BehindIn order to pursue a now-cancelled campaign to become attorney general in Trump's cabinet, Matt Gaetz resigned earlier this month. A contest for Florida's 1st Congressional District seat, a Republican stronghold in the Panhandle, was sparked by his resignation. After struggling to get Senate approval because of a sex scandal that he has denied, Gaetz withdrew from consideration for the position of attorney general. After declaring he would not run for reelection, he joined Cameo and started sending customized video messages. The general election is slated for April 1, while Florida Governor Ron DeSantis has established a primary on January 28. Other ContendersThe position has already drawn interest from a number of Republican hopefuls. Among them are Keith Gross, state lawmaker Michelle Salzman, Nathan Nelson, and former Green Beret John Frankman. Trump's backing has brought considerable attention to Patronis's possible candidacy despite the expanding field of candidates. Patronis’s VisionPatronis made a social media hints about his goals last week when he said on X, "I am seriously considering running for Florida Congressional District 1. We have a once-in-a-lifetime chance to combat the swamp, put a stop to lawfare, and give Americans back control." Patronis is now the front-runner in the race thanks to Trump's backing, but it's unclear when he will officially enter. Get Latest News Live on Times Now along with Breaking News and Top Headlines from US News, World and around the world.When Horace Roberts Jr. was freed after 20 years in prison following his conviction for the murder of a Jurupa Valley woman he did not commit, he emerged into a changed world. Among the innovations occurring while Roberts was behind bars from 1998 to 2018 was the improvement of DNA technology that allows investigators to identify criminal suspects more precisely and from smaller sample sizes. That technology sprung Roberts from his “lion’s den” and pointed authorities to three men who were convicted of killing Terry Cheek, Roberts’ former mistress, and who are scheduled to be imprisoned in January. Roberts testified against the men who not only let Roberts take the fall for the crime but also framed him. “I was relieved,” Roberts, 66, said in a recent interview about his post-prison life from his home in South Carolina. “I was just glad that they were found guilty of what they did.” While Roberts now says “I feel good about where I am” and an $11 million payout in 2021 from Riverside County to settle his wrongful-incarceration lawsuit has eased the transition, the return to a society that had moved on without him was initially difficult. Roberts would wake up at night and wonder whether he was still sleeping in a cell. “When I was in prison you had to think one way, and that was always survival. I had to put on this brave face and just stand my ground. When I got out, it’s different. It’s kind of hard to let my guard down and show that fear,” he said. “Getting around by myself, I was scared,” Roberts said. “Scared to move around; I didn’t know how to react to that. I had not been just locked up but locked in. I had to learn how to go about and do things, shop, and not only that but interact with people on the outside.” Michael Semanchik, who as an attorney for the California Innocence Project took up Roberts’ case and who now leads The Innocence Center, has seen others struggle to adapt after long prison stays. “It’s pretty common when people come home that they don’t like to be in big crowds, they keep their backs to the walls,” Semanchik said. “It’s an ingrained prison mentality that takes years to get past. Choices are so severely limited in prison. Horace could go to the commissary but there are like two types of toothpaste, and clients go into CVS and see 50 types of toothpaste, and that is overwhelming.” But Roberts was quickly able to surround himself with family members who he said “100%” believed he was innocent. Because his wife, Debra, moved east across the country with the 7-year-old twins and a 17-year-old stepdaughter to be closer to family, Roberts never saw his children during his incarceration in several California prisons. So it was an emotional moment when Roberts reunited with his children — now all grown up — at an airport. And yes, Debra waited for him. “It was pure joy. Tears of joy,” Roberts said. “It was like we had never left each other because we were able to communicate with them. I just wanted to be able to see them. I wouldn’t have traded that moment for the world.” Roberts acknowledged that he had some catching up to do in other areas. There was the creation in 2007 of a device that flummoxed Roberts, a computer that fits in your pocket with all sorts of gizmos embedded in it that can even make and receive phone calls. The iWhat? “A lot about these cell phones have changed,” Roberts said. I don’t know how to do anything other than (call and) answer, and I do a little texting. That technology, I’m 20 years behind it.” History also changed as Roberts watched from his cell block. Barack Obama, the first Black president, served two terms. “It was a proud moment for me, but also the Black race,” Roberts said. “Who would have thought we would have lived to see a Black president?” Donald Trump, who starred in the reality show “The Apprentice” while Roberts was imprisoned, had a new job — president of the United States — at the time Roberts was freed. Roberts lamented that he returned to a less-respectful and more angry society. Twice when he worked as a garbageman following his release, Roberts said, teens pulled guns on him over minor disputes. “Old fool, get out of the way,” one said, according to Roberts. “Things are too fast out there for these young people,” Roberts said. “They are too quick to react and not think. ... I never knew teenagers were like they are now. They would rather pick up a gun than put up two fists. It’s hard for me to relate to that.” As for that new DNA technology, Roberts is grateful that his attorney seized upon it to help him win his freedom. “Without Mike Semanchik and his (California) Innocence Project, I’d probably most likely still be in jail,” Roberts said. How he was convicted In April 1998, Cheek, 32, vanished on what was supposed to be a drive from her home in what is now Jurupa Valley to Roberts’ Temecula apartment to pick him up and drive to Quest Diagnostics in San Juan Capistrano, where Roberts supervised her on the night shift. That day, Cheek, according to testimony, was driving Roberts’ pickup, which she sometimes borrowed. But she never arrived at Roberts’ apartment. The pickup was found abandoned on the shoulder of the 15 Freeway about two miles from Lee Lake near Corona, where Cheek’s body was discovered on rocks several days later. Investigators zeroed in on Roberts, even though court records showed Cheek was going through a messy divorce with Googie Rene Harris Sr. Roberts didn’t help himself, trying to cover up his affair with Cheek when questioned by investigators and lying about his whereabouts the night she disappeared. Relatives of Cheek claimed to have found a distinctive black purse belonging to Cheek in Roberts’ apartment when they gathered her belongings. And Roberts mistakenly claimed ownership of a watch found near Cheek’s body. Roberts was convicted after a third trial and sentenced to life in prison. Harris Sr. testified in at least two of the trials and again at Roberts’ parole hearings. In 2013, Semanchik submitted DNA evidence that revealed a match with Googie Rene Harris Jr., who was Cheek’s stepson. DNA found under Cheek’s fingernails belonged to Joaquin Latee Leal III — Harris Sr.’s nephew — according to testimony. Prosecutors said Harris Sr. and Leal strangled Cheek in her garage as she left for work because Harris Sr. was concerned that his wife would take the home from him in the divorce. They loaded the body into the pickup and Harris Jr. and Leal took Cheek to the lake. The Harrises and Leal were charged with murder — and Harris Sr. with a sentencing enhancement of murder for financial gain — and Roberts was declared factually innocent . Harris Sr. and Leal were convicted of murder in August; a jury recommended that Harris Sr. — who still maintains his innocence — receive the death penalty and Leal be sentenced to life in prison without the possibility of parole. A judge is scheduled to rule on their sentences on Jan. 10. Harris Jr., who testified against Leal and his father, pleaded guilty to accessory to a felony and is scheduled to report to jail in January to serve a one-year sentence. First taste of freedom Roberts stayed the night in a cottage in San Diego the day he was freed. “The first thing that following day, I got up, walked outside and I looked up and I was so thankful and grateful for that moment, just to be able to get out and do what I wanted to do and not have someone directing me on what they want me to do. It was so peaceful, and I enjoyed that peace,” Roberts said. Roberts said he likes keeping things simple these days. He lives in Ladson, about 20 miles from Charleston, with Debra and their grandchildren, ages 3, 4 and 9. Roberts used the lawsuit settlement from Riverside County to purchase a home and a couple of cars. He said he has no interest in traveling the world, even though he can afford it. One of his big goals was to learn taekwondo; He said he will receive a black belt in the martial art in March. “It was easy to come home and it seemed like I fit right in,” Roberts said. “Home is where my heart is, anyway. Being home keeps me rooted and grounded. I don’t have to go outside of that and do too much or want anything. It’s all right here. “I am in the right place, I believe,” Roberts said. Related Articles Crime and Public Safety | LA County judge weighing shutdown of Los Padrinos Juvenile Hall Crime and Public Safety | Bitter divorce, threats of violence between slain Woodland Hills doctor, ex-wife, court records show Crime and Public Safety | Girls’ soccer coach in Arcadia accused of possessing child porn; more than 600 images found, authorities say Crime and Public Safety | Before doctor was killed, Texas man lay in wait for him at Woodland Hills clinic, prosecutors say Crime and Public Safety | A nonprofit leader, a social worker: Here are the stories of the people on Biden’s clemency list

Ally Langdon confronts Commonwealth Bank bossPlease enable JavaScript to read this content. Wiper party leaderKalonzo Musyoka has called for the adoption of technology in the electoral process in the country, highlighting its potential to enhance transparency and fairness. Kalonzo stated that while technology could be a game-changer, it must align with the fundamental principles of free, fair, and verifiable elections. “Electoral technologies should facilitate, rather than compromise, democracy. Democratic elections can only be deemed so when the processes and outcomes are above board. This means elections must reflect the will of the people,” he said. He was speaking at a regional conference on artificial intelligence (AI) and digital media in elections in Nairobi. Kalonzo reflected on the turbulent electoral history of the country, marked by disputes and violence since the return of multiparty democracy in 1991. He noted that the conflicts often stemmed from mistrust and a lack of transparency in the electoral process. To address these challenges, he urged stakeholders to ensure that technology fosters electoral justice and credibility. Further, the Wiper leader emphasised the need for early preparations, including the reconstitution of the Independent Electoral and Boundaries Commission (IEBC). With less than three years until the 2027 General Election, Kalonzo criticised the delays in operationalising the IEBC. “I urge those who are standing in the way of reconstituting the IEBC to see the bigger picture. They should set aside their narrow, selfish interests in favour of the greater good of the nation. Please, allow us to reconstitute the IEBC as soon as possible. We want the commission to begin working towards the credible use of technology, among other preparatory tasks, in readiness for a credible election,” said Kalonzo. Kalonzo acknowledged the growing influence of younger, tech-savvy voters, noting that Generation Z and Millennials will form the largest voting demographic in 2027. He urged electoral managers to adapt technologies to meet the expectations and realities of this generation. “It is not just about people adapting to technology; it is also about technology adapting to the people,” said Kalonzo. The former Vice-President also called for comprehensive voter education, ensuring that citizens understand and trust the technologies used in elections. “Electoral laws in Kenya have prescribed that elections should be conducted in a manner that is simple, verifiable, free, and fair. ‘‘As the country steadily embraces digital platforms for elections, these variables should never be lost. Together, the four variables amount to what is called Electoral Justice,” said Kalonzo. He added: “Verifiability of electoral processes and outcomes easily constitutes the most contestable of the four ingredients in an exercise that is intended to be simple, verifiable, free, and fair.” Stay informed. Subscribe to our newsletterLOGAN, Utah (AP) — Mason Falslev scored 27 points as Utah State beat South Florida 88-67 on Saturday night for the Aggies' best start in school history. Falslev had nine rebounds, nine assists, and three steals for the Aggies (10-0). Ian Martinez scored 15 points while shooting 4 for 12 (1 for 6 from 3-point range) and 6 of 6 from the free-throw line and added five assists. Karson Templin finished 5 of 8 from the field to finish with 12 points. Quincy Adekokoya led the Bulls (5-5) in scoring, finishing with 12 points. Kasen Jennings added 11 points and five assists for South Florida. Brandon Stroud finished with 10 points and two steals. NEXT UP Up next for Utah State is a Tuesday matchup with UCSD at home, and South Florida hosts Bethune-Cookman on Wednesday. The Associated Press created this story using technology provided by Data Skrive and data from Sportradar .

Supercomputers are known for their high performance, which allows them to solve complex computational problems. The fastest computers in the world, these machines can process massive datasets and perform complex calculations at rapid speeds, capable of solving as many as one quintillion calculations per second. Interestingly, just this week, the tech giant Google unveiled its next-gen chip called ‘Willow,' which operates using superconducting qubits and can solve a complex mathematical problem in just five minutes while reducing errors exponentially. Despite its impressive performance, the quantum chip is nowhere close to breaking modern cryptography. Amidst all this, a new artificial intelligence (AI) comes with the capability to solve complex engineering problems even faster than supercomputers. The new technological solution comes from Johns Hopkins researchers, who can be game-changers in the engineering space. The New Era of AI After being a hot topic for years, AI has finally started to be utilized meaningfully across key industries. Its immense potential to enhance efficiency and productivity has its market growing beyond $184 billion this year and is projected to increase revenue by more than $15 trillion by the end of this decade. A recent report found that 68% of organizations are either actively utilizing Gen AI or have developed roadmaps following successful pilot implementations. As AI continues to transform various industries , especially the engineering landscape, people are now facing the challenge of becoming outdated. Estimates suggest that over the next decade, up to 40% of engineering tasks may get automated. To understand AI's impact on the world, we must first understand that AI is simply a technology that enables machines and computers to simulate human thinking, learning, comprehension, problem-solving, decision-making, and creativity. Underneath AI is machine learning, which involves training an algorithm to create models that utilize data to make decisions and predictions. There are different kinds of machine learning algorithms or techniques, with artificial neural networks being one of the most popular types. These networks are modeled after the structure and function of the human brain. Deep learning, a subset of machine learning, uses multilayered neural networks that are even more effective at simulating the complex decision-making power of the human brain. These networks learn from data and are used to solve different problems, ranging from image and speech recognition to processing natural language. Deep Learning is completely changing the way machines interact with complex data, with the capability to surpass human-level performance while achieving high accuracy. Using AI to Address Complex Problems AI offers numerous benefits, such as automation of repetitive tasks, fewer human errors, round-the-clock availability, and enhanced decision-making, which has led to its application in all kinds of businesses across industries. The technology's ability to efficiently analyze vast amounts of data, identify patterns that may have been missed by humans, and finally execute quick calculations makes AI a great tool for solving complex problems . When dealing with large datasets and intricate decision-making scenarios that would be time-consuming or impossible for humans to address alone, AI can be immensely helpful. Hence, a growing focus on utilizing AI to solve intricate issues. A year ago, researchers from MIT and ETH Zurich used machine learning to solve the optimization problem of efficiently routing holiday packages for companies like FedEx. These companies utilize software called mixed-integer linear programming (MILP) solver that splits the problem into smaller pieces and uses generic algorithms to find the best solution, which could take hours and even days. Here, the key part that slows the entire process is that MILP solvers have too many potential solutions. The researchers used a filtering mechanism to simplify this step, which sped up MILP solvers between 30-70% without affecting the accuracy. For this, the technique relied on the principle of diminishing marginal returns and then used machine learning, trained with a dataset specific to the problem, to find the optimal solution from the reduced number of options. Just earlier this month, a London-based startup, PhysicsX, introduced a large geometry model called LGM-Aero for aerospace engineering. The geometry and physics model is expected to help bring notable reductions in aircraft concept development time. The company has made a reference application (‘Ai.rplane') built on LGM-Aero publicly accessible to showcase the capabilities of its model in generating aircraft designs and predicting physics related to aircraft performance. The model is trained on Amazon Web Services (AWS) cloud compute using over 25 million different shapes, representing over 10 billion vertices. Its training data also includes a collection of computational fluid dynamics (CFD) and finite element analysis (FEA) simulations generated in collaboration with Siemens. Much like how LLMs understand text, the LGM has a vast knowledge of the shapes and structures important to aerospace engineering and, as such, “can optimize across multiple types of physics in seconds, many orders of magnitude faster than numerical simulation, and at the same level of accuracy,” said CEO Jacomo Corbo. This year, OpenAI, the Microsoft-backed AI research company behind ChatGPT, also unveiled its latest models, the o1-preview and o1-mini, claiming a significant leap in the reasoning capabilities of large language models (LLMs). The model comes with the ability to use “chain-of-thought reasoning,” similar to what humans do when solving a problem, which involves dividing complex things into small, manageable tasks. The application of human-like reasoning in LLMs has been previously observed by Google Research and others as well. A New AI Model to Solve PDEs As the usage and popularity of AI continue to grow, so do its capabilities, with researchers and companies working on making the technology better and more accurate. The latest AI framework from Johns Hopkins researchers is taking a generic approach to predict solutions to time-consuming and prevalent math equations. The partial differential equations (PDEs) are a pervasive task in the field of engineering and medicine research. However, the computational costs involved in solving these equations can be prohibitively high. Also, solving these massive math problems generally requires supercomputers, but not anymore. The new AI framework enables even personal computers to tackle these partial differential equations that scientists use to translate real-world processes or systems into mathematical representations of how objects change over time and space. This isn't the first time an AI model has been proposed to solve PDEs; in fact, its idea was first shared a few decades ago. In the emerging field of scientific machine learning, solving partial differential equations with neural networks has been gaining a lot of attention this past decade thanks to all the advances in computational ability for training deep neural networks. Despite the success of the neural operator, which uses AI to learn the PDE solution operator, the latest research noted that computational bottlenecks continue to exist when performing tasks in optimization and prognostication. This is because of the neural operators' inability to evaluate PDE solutions that are dependent on geometry. Currently, the majority of neural operator frameworks, as the study noted, are developed on a domain with fixed boundaries. Also, having shape variations requires retraining the neural network. So, with the aim of addressing these computational challenges, the researchers proposed DIMON — Diffeomorphic Mapping Operator Learning. For this, they combined neural operators with diffeomorphic mappings between domains and shapes. The model eliminates the need to recalculate grids with every form change. This way, DIMON can speed up simulations and optimize designs by predicting just how physical elements such as motion, stress, and heat behave across different shapes instead of breaking down complex shapes into small elements. Generally, solving these equations involves breaking complex shapes, such as human organs or airplane wings, into grids or meshes made of small elements. The problem is then solved on each simple piece before it is recombined. However, if these shapes change due to a crash or deformation, the grids must be updated . This means the solutions need to be recalculated, too, which makes the entire computation process not only expensive but also slow. DIMON here employs AI to understand the way physical systems work with various shapes. So, researchers don't have to divide shapes into grids and solve equations again and again; rather, the AI makes use of the patterns it has learned to predict just how different factors will behave, making it more efficient and faster to model shape-specific scenarios and optimize designs. According to co-lead Natalia Trayanova, a biomedical engineering and medicine professor at Johns Hopkins University: “While the motivation to develop it came from our own work, this is a solution that we think will generally have a massive impact on various fields of engineering because it's very generic and scalable.” A Tipping-Point for Engineering Designs The new AI framework provides an approach that allows for fast prediction of PDE solutions on multiple domains. Moreover, it facilitates many downstream applications using AI. Talking about the model's capabilities, Trayanova noted that DIMON can basically work on any problem in any field of science or engineering to solve PDE on multiple geometries. This includes crash testing, analyzing how spacecraft respond to extreme environments, assessing how bridges resist stress, studying how fluids propagate through different geometries, doing orthopedics research, and addressing other complex problems where materials and shapes change. The modeling of all these scenarios can now be made a lot faster thanks to the new AI framework. To demonstrate the applicability of the new model in solving other kinds of engineering problems, the team tested DIMON on more than 1,000 heart “digital twins.” These digital twins are highly detailed computer models of the hearts of real patients. It is by solving partial differential equations that cardiac arrhythmia is studied. The condition causes irregular beating in the heart due to an electrical impulse misbehavior. The digital twins of hearts enable researchers to determine if patients may get this condition, which is often fatal, and then recommend ways to treat it. The new AI framework was found successful in predicting how electrical signals transmit through each unique heart shape with high accuracy without even needing to perform expensive numerical simulations. Trayanova, the director of the Johns Hopkins Alliance for Cardiovascular Diagnostic and Treatment Innovation, applies data-driven approaches, computational modeling, and innovations in cardiac imaging to diagnose and treat cardiovascular disease. They are constantly introducing novel technology into the clinic. However, she noted that their solutions are still too slow as it takes them about a week to scan the heart of a patient and solve PDE to predict if the patient is at high risk for sudden cardiac death and then provide the best treatment plan. But this is seeing a monumental shift with their latest model. “With this new AI approach, the speed at which we can have a solution is unbelievable.” – Trayanova The time it takes to make the prediction of a heart digital twin has been reduced from several hours to just half a minute (30 seconds). This isn't even all; calculating this doesn't even require a supercomputer. Rather, it's all done on a desktop computer, which Trayanova said would allow them “to make it part of the daily clinical workflow.” The versatility of the technology makes it perfect for situations where solving partial differential equations on new shapes is repeatedly needed. “For each problem, DIMON first solves the partial differential equations on a single shape and then maps the solution to multiple new shapes. This shape-shifting ability highlights its tremendous versatility. We are very excited to put it to work on many problems as well as to provide it to the broader community to accelerate their engineering design solutions.” – Minglang Yin, a postdoc fellow at Johns Hopkins Biomedical Engineering, who developed the platform Companies Advancing AI Now, let's take a look at companies that are helping take the technological revolution of AI to new heights. 1. NVIDIA Corporation ( NVDA -2.25% ) A leading provider of GPUs, Nvidia is the world's second-largest company , with a market cap of $3.28 trillion. At the time of writing, its shares are trading at $133.91, up a whopping 171.9% year-to-date (YTD) while having an EPS (TTM) of 2.54, a P/E (TTM) of 52.90, and a ROE (TTM) of 127.21% while paying a dividend yield of 0.03%. NVIDIA Corporation ( NVDA -2.25% ) (function () { var script = document.createElement('script'); script.src = 'https://s3.tradingview.com/external-embedding/embed-widget-advanced-chart.js'; script.async = true; script.innerHTML = JSON.stringify({ 'autosize': true, 'width': '100%', 'height': '440', 'symbol': 'NASDAQ:NVDA', 'range': 'YTD', 'timezone': 'Etc/UTC', 'theme': 'light', 'style': '3', 'locale': 'en', 'hide_top_toolbar': false, 'hide_legend': true, 'allow_symbol_change': false, 'save_image': false, 'calendar': false, 'hide_volume': true, 'withdateranges': true, 'support_host': 'https://www.tradingview.com' }); document.currentScript.parentNode.insertBefore(script, document.currentScript); })(); The company's hardware and software solutions are crucial for deep learning applications and engineering simulations, playing an important role in advancing the AI revolution. Driven by AI mania, Nvidia reported a revenue of over $35 billion for Q3 ended October 27, 2024, which is an increase of 17% from the previous quarter and a massive 94% increase from a year ago. “The age of AI is in full steam, propelling a global shift to NVIDIA computing,” said CEO and founder Jensen Huang, who further noted that AI is not only transforming companies and industries but also countries that are “awakened to the importance of developing their national AI and infrastructure.” 2. Microsoft Corporation ( MSFT -0.51% ) Having a market cap of $3.32 trillion puts Microsoft among the world's top three companies by market cap. Its shares, as of writing, are trading at $447.24, representing an increase of almost 19% YTD. This puts the company's EPS (TTM) at 12.11, P/E (TTM) at 36.92, and ROE (TTM) at 35.60%. The dividend yield paid by Microsoft, meanwhile, is 0.74%. Microsoft Corporation ( MSFT -0.51% ) (function () { var script = document.createElement('script'); script.src = 'https://s3.tradingview.com/external-embedding/embed-widget-advanced-chart.js'; script.async = true; script.innerHTML = JSON.stringify({ 'autosize': true, 'width': '100%', 'height': '440', 'symbol': 'NASDAQ:MSFT', 'range': 'YTD', 'timezone': 'Etc/UTC', 'theme': 'light', 'style': '3', 'locale': 'en', 'hide_top_toolbar': false, 'hide_legend': true, 'allow_symbol_change': false, 'save_image': false, 'calendar': false, 'hide_volume': true, 'withdateranges': true, 'support_host': 'https://www.tradingview.com' }); document.currentScript.parentNode.insertBefore(script, document.currentScript); })(); Microsoft's biggest involvement in AI is through OpenAI, in which it has poured more than $13 billion. In addition to its partnership with OpenAI, which was recently valued at $150bn, Microsoft is also heavily invested in AI research, cloud solutions, and applications for engineering and scientific computing. For the period between July and September, the company reported $65.6 billion in sales, an increase of 16% from a year earlier, while its profits rose 11% to $24.7 billion. This growth was propelled by demand continuing “to be higher than our available capacity,” as per Microsoft's finance chief. 3. ANSYS, Inc. ( ANSS -0.39% ) This one specializes in engineering simulation software for solving complex problems. The company, whose services are used by students, researchers, designers, and engineers, is also increasingly integrating AI to enhance efficiency. With a market cap of $29.75 billion, the shares of Ansys are currently trading at $339.51, down 6.24% this year. This has the company's EPS (TTM) of 6.47, a P/E (TTM) of 52.55, and an ROE (TTM) of 10.48%. ANSYS, Inc. ( ANSS -0.39% ) (function () { var script = document.createElement('script'); script.src = 'https://s3.tradingview.com/external-embedding/embed-widget-advanced-chart.js'; script.async = true; script.innerHTML = JSON.stringify({ 'autosize': true, 'width': '100%', 'height': '440', 'symbol': 'NASDAQ:ANSS', 'range': 'YTD', 'timezone': 'Etc/UTC', 'theme': 'light', 'style': '3', 'locale': 'en', 'hide_top_toolbar': false, 'hide_legend': true, 'allow_symbol_change': false, 'save_image': false, 'calendar': false, 'hide_volume': true, 'withdateranges': true, 'support_host': 'https://www.tradingview.com' }); document.currentScript.parentNode.insertBefore(script, document.currentScript); })(); For 3Q24, Ansys reported $601.9 million in revenue, up 31% from the third quarter last year, while its annual contract value (ACV) was $540.5 million. The GAAP operating profit margin was reported to be 26.8%, while the non-GAAP operating profit margin was 45.8%. Operating cash flows for the period came in at $174.2 million, while its deferred revenue and backlog were $1,463.8 million. Conclusion AI is advancing at a rapid pace, and the introduction of new AI frameworks like DIMON marks a revolutionary step in solving complex engineering problems while drastically reducing the time and computational costs associated with them. This way, the breakthrough not only accelerates engineering design processes but also expands AI's application across diverse fields. As researchers, along with companies like Nvidia, continue to make big discoveries, build powerful models, and advance technologies, the potential for integrating AI into everyday workflows grows exponentially, which points to a new era where AI drives unprecedented efficiency and innovation! Click here to learn all about investing in artificial intelligence.

QLD News Don't miss out on the headlines from QLD News. Followed categories will be added to My News. Artist impressions of what Brisbane’s 2032 Olympic Games stadium could look like have been met with mixed views. Populous, a global architectural design firm, have been involved in 14 summer and winter Olympic Games since 1996 and also designed the Suncorp Stadium rebuild in the early 2000s. Now they’ve been tasked with their biggest job yet. Last week they revealed the first glimpse of the King Salman Stadium in Saudi Arabia ahead of the 2034 FIFA World Cup. It is set to become the largest-capacity stadium in the country, with proposed designs boasting a futuristic venue and surrounding sporting precinct which would be the envy of the world. The King Salman Stadium will seat 92,000. Currently scheduled to be completed in late 2029, the stadium boasts a seating capacity of more than 92,000, with amenities including a Royal Box, hospitality skyboxes and lounges, 2200 VIP seats as well as a walking path on the roof with panoramic views. Outside of the King Salman Stadium, Populous have plans to build multiple futuristic and impressive venues ahead of the 2034 FIFA World Cup including one located off the edge of a cliff. Built on top of a 200m cliff, the Prince Mohammed Bin Salman Stadium looks like something out of a sci-fi movie. Populous has proposed it for the 2034 FIFA World Cup. But it’s not just the World Cup Populous are planning for, with numerous sporting venues across the globe in the works, many of them breathtaking. Readers, however, remain undecided when it comes to Brisbane’s Games and what style to adopt. Some said the funding could be better spent on health and housing; others claimed the city should opt for cut-price options. See what you had to say below and join the conversation >>> WHAT YOU SAID It’s all a mess Jen Someone should start a museum comparing the artists impressions of what is to be built in Brisbane versus what we actually get. The new comedy club where we can laugh AND cry at what happens in our city. Sandi Or just move the games to NSW and refresh existing facilities if needed. We are all well aware that Albo loves dividing the nation, by why does every major city need to get involved. It’s not a competition. Kim How about as a state/nation we first concentrate on lowering the cost of living, homelessness, getting back cheap reliable electricity, actually making stuff etc.....but maybe this is way too hard and our governments just want to distract us with bright shiny stuff? Alfred And I deserve a Lamborghini but I can’t afford that either. Bill Could not happen in Qld or anywhere in Australia because of the unions. It couldn’t be completed anywhere near on time. Kai Tak Sports Park will hold 50,000. Let’s get it right Jen Having visited major stadiums they need to be sustained by a major city population. Vision is great but right sizing it is more important than building an unsustainable white elephant for one event in 7 years. We are a small city and not NYC, London or an oil rich nation. Justine Well I hope you find a private consortium to build it because Qlders also deserve a decent education and health care, two necessities that are crumbling by the day. Piaget Maybe it would be nice. But, far, far more important is to deal with our housing crisis before we think about being lavish and splurging on projects like that. Get poor people into housing first, then we can think about things like that. Daniel Boondall, 80k, Roof, accessibility, owned by State, 20 8 stories towers, easing housing post games, lasting legacy forever, good smart business professionals ensuring profitability. please say why not! And not too far away! Kai Tak Sports Park by Populous in Hong Kong. Need more details Elaine And who is going to pay for that? Labor stripped the money tree bare. Sandi Wonder how many of those new stadiums are proposed in countries that have banned nuclear power or don’t rely on the proceeds of oil or gas. Bob All well and good ... But, who is going to pay for something that will be used by so few ??? Don’t we as a society, have to consider “Bangs for the buck” ??? Bundy Boy Where is the money coming from. Giggles and Dick wasted most of it and qld is now broke Originally published as What you said about other stadium examples ahead of 2032 Brisbane Olympic Games Join the conversation Add your comment to this story To join the conversation, please log in. Don't have an account? Register Join the conversation, you are commenting as Logout More related stories QLD News Farmer MP picked for ‘sacred’ Speaker role A Western Queensland MP has been named speaker of parliament with bipartisan support for being ‘fair and impartial’. Read more QLD News Church blasted for complaint against whistleblower in horror childcare sex case A lawyer has savaged the Uniting Church for complaining to police about a whistleblower accused of leaking information about one of Australia’s worst child sex offenders to the media. Read more

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