
Andrew Callahan: It’s time to forget about Jerod Mayo getting fired
British-Canadian computer scientist Geoffrey Hinton and co-laureate John Hopfield are set to receive the Nobel Prize for physics on Tuesday in Stockholm. The pair landed the accolade because they used physics to develop artificial neural networks, which help computers learn without having to program them. These networks form the foundation of machine learning, a computer science that relies on data and algorithms to help artificial intelligence mimic the human brain. Hinton and Hopfield’s path to the Nobel began when Hopfield, who is now a professor emeritus at Princeton University, invented a network in 1982 that could store and reconstruct images in data. The Hopfield network uses associate memory, which humans use to remember what something looks like when it’s not in front of them or to conjure up a word they know but seldom use. The network can mirror this process because it stores patterns and has a method for recreating them. When the network is given an incomplete or slightly distorted pattern, the method then searches for the stored pattern that is most similar to recreate data. This means if a computer was shown, for example, a photo of dog where only part of the animal was visible, it could use the network to piece together the missing part of the image and recognize it was depicting a dog. Hinton, who was working at Carnegie Mellon University in Pittsburgh in 1985, used the Hopfield network as the foundation for a new network he called the Boltzmann machine. Its name came from the nineteenth-century physicist Ludwig Boltzmann. The Boltzmann machine learns from examples, rather than instructions, and when trained, can recognize familiar characteristics in information, even if it has not seen that data before. The Royal Swedish Academy of Sciences, which gives out the Nobel, likens this to how humans may be able to identify someone as a relative of one of their friends, even if they’ve never met this person before, because of they share similar traits. The Boltzmann machine works in a similar way, classifying images or creating new examples based on the patterns it was trained on. This kind of technology can help suggest films or television shows based on a user’s preferences and past viewing history The Hopfield network and Boltzmann machine are considered to have laid the groundwork for modern AI. Hinton, a professor emeritus at the University of Toronto, went on to win the A.M. Turing Award, known as the Nobel Prize of computing, with fellow Canadian Yoshua Bengio and American Yan LeCun in 2018. He is often called the godfather of AI. This report by The Canadian Press was first published Dec. 8, 2024. Tara Deschamps, The Canadian Press
College Football Playoff betting guide: First-round odds, title favoritesDolphins QB Tua Tagovailoa (hip) doubtful vs. Browns on SundayPM leads Romania presidential vote first round
Darnold gives Vikings another gem with career-high 377 yards in 27-25 win over Packers MINNEAPOLIS (AP) — Sam Darnold added another exploit to his career-altering season, passing for a personal-best 377 yards and three touchdowns as the Minnesota Vikings hung on to beat the Green Bay Packers 27-25 for their ninth consecutive victory. The Vikings are 14-2. They set up a final-week showdown in Detroit for both the division title and the No. 1 seed for the playoffs in the NFC. Jordan Love’s only touchdown pass for the Packers came with 2:18 left to pull the Packers within two points. Darnold responded with two completions for first downs to seal the game. Saquon Barkley tops 2,000 yards rushing and moves within 100 of Dickerson's record PHILADELPHIA (AP) — Saquon Barkley became the ninth running back in NFL history to top 2,000 yards rushing in a season, reaching the milestone with a 23-yard run in the fourth quarter against the Dallas Cowboys. That rush gave Barkley 2,005 yards with one game left and left him exactly 100 yards from Eric Dickerson’s record of 2,105, set in 1984 for the Los Angeles Rams. Barkley could potentially top the record in next week’s finale against the New York Giants. However, that game will be mostly meaningless for the Eagles, who could opt to rest Barkley to protect him from injury ahead of the playoffs. Moment of silence for former President Jimmy Carter held before the Falcons-Commanders game LANDOVER, Md. (AP) — A moment of silence was held for former President Jimmy Carter before the Atlanta Falcons' game at the Washington Commanders. The Georgia native served as the 39th president of the United States at the White House less than 10 miles away from 1977-81. Falcons owner Arthur Blank in a statement called Carter an inspirational global humanitarian. Carter died earlier Sunday at the age of 100 in Plains, Georgia. He also has a connection to the NFL as the first president to host the Super Bowl champions at the White House when he welcomed the Pittsburgh Steelers there in 1980. Bills clinch the AFC's No. 2 seed with a 40-14 rout of the undisciplined Jets ORCHARD PARK, N.Y. (AP) — Josh Allen threw two touchdown passes and ran for another score and the Buffalo Bills clinched the AFC’s No. 2 seed with a 40-14 rout of the New York Jets. The Bills put the game away by capitalizing on two Jets turnovers and scoring three touchdowns over a 5:01 span in the closing minutes of the third quarter. Buffalo’s defense forced three takeaways overall and sacked Aaron Rodgers four times, including a 2-yard loss for a safety in the second quarter. The five-time defending AFC East champion Bills improved to 13-3 to match a franchise single-season record. Saquon Barkley tops 2,000 yards rushing as Eagles beat Cowboys 41-7 to clinch NFC East PHILADELPHIA (AP) — Saquon Barkley rushed for 167 yards to top 2,000 on the season, backup quarterback Kenny Pickett ran and threw for scores before departing with injured ribs, and the Philadelphia Eagles clinched the NFC East title by routing the Dallas Cowboys 41-7. Barkley has 2,005 yards and needs 101 in next week’s mostly meaningless regular-season finale to top Eric Dickerson and his 2,105 yards for the Los Angeles Rams in 1984. The Eagles led 24-7 in the third quarter when Pickett was drilled by defensive end Micah Parsons, ending his first start in place of the concussed Jalen Hurts. Penn State coach James Franklin says Nick Saban should be college football's commissioner SCOTTSDALE, Ariz. (AP) — Penn State coach James Franklin believes college football needs a commissioner and he even has a candidate in mind: former Alabama coach Nick Saban. Franklin made the suggestion Sunday at Penn State’s College Football Playoff quarterfinals media day ahead of the Fiesta Bowl. The sixth-seeded Nittany Lions are preparing for their game against No. 3 seed Boise State on Tuesday. The veteran coach was responding to a question about Penn State’s backup quarterback situation after Beau Pribula transferred to Missouri before the playoff. Pribula’s decision highlighted some of the frustrating aspects of a new college football world in the Name, Image and Likeness era and the transfer portal, forcing players to make tough decisions at inopportune times. LeBron James at 40: A milestone birthday arrives Monday for the NBA's all-time scoring leader When LeBron James broke another NBA record earlier this month, the one for most regular-season minutes played in a career, his Los Angeles Lakers teammates handled the moment in typical locker room fashion. They made fun of him. Dubbed The Kid from Akron, with a limitless future, James is now the 40-year-old from Los Angeles with wisps of gray in his beard, his milestone birthday coming Monday, one that will make him the first player in NBA history to play in his teens, 20s, 30s and 40s. He has stood and excelled in the spotlight his entire career. Rising Sun Devils: Arizona State looks to pull off another big surprise at the Peach Bowl ATLANTA (AP) — As they prepare for Arizona State’s biggest game in nearly three decades, the guys who made it happen aren’t the least bit surprised to be rated a nearly two-touchdown underdog in the College Football Playoff. That’s a familiar position for the Sun Devils. They've been an underdog most of the season. Of the eight teams still vying for a national championship, there’s no bigger surprise than 11-2 Arizona State. The Sun Devils went 3-9 a year ago and were picked to finish dead last in their first season in the Big 12 Conference. Now, they're getting ready to face Texas in the Peach Bowl quarterfinal game on New Year’s Day. Lakers send D'Angelo Russell to Nets in trade for Dorian Finney-Smith, Shake Milton LOS ANGELES (AP) — The Los Angeles Lakers have traded guard D’Angelo Russell to the Brooklyn Nets for forward Dorian Finney-Smith and guard Shake Milton. The Lakers also sent forward Maxwell Lewis and three second-round draft picks to Brooklyn. Russell averaged a career-low 12.4 points per game for the Lakers this season in a diminished role under new coach JJ Redick. Finney-Smith is a steady 3-and-D wing who fills an obvious need for the Lakers. Russell is being traded by the Lakers to the Nets for the second time in his career. He also made the move in 2017. Crosby breaks Lemieux's Penguins career assists record in 3-2 victory over the Islanders PITTSBURGH (AP) — Sidney Crosby broke Mario Lemieux’s Pittsburgh franchise career record for assists on Michael Bunting’s power-play goal and the Penguins beat the New York Islanders 3-2 on Sunday night. Crosby has 1,034 assists, good for 12th in NHL history. Only three players — Ray Bourque, Wayne Gretzky and Steve Yzerman — have more assists with a single team. The 37-year-old Crosby has played 1,310-regular-season games. Lemieux played 915. Philip Tomasino added the deciding power-play goal in the third for Pittsburgh, which has 14 goals with the man advantage in its last 13 games. Anthony Beauvillier also scored to help the Penguins win for the seventh time in their last eight home games. Alex Nedeljkovic made 29 saves in his first start since Dec. 17.The Minister of Innovation, Science, and Technology, Uche Nnaji, has charged stakeholders of the All Progressives Congress (APC) in Enugu State to give President Bola Tinubu winning votes during the 2027 general election. Nnaji, who gave the charge during a meeting of the party’s stakeholders he convened at his country home over the weekend, noted that moles have been chased away from the party. The minister stressed the need for grassroots involvement, saying he was now happy that the party was growing from strength to strength. He insisted that what was announced as the votes of the APC members from the state to Tinubu during the last general elections was not actually the real votes they gave to the president. He therefore urged the stakeholders, drawn from all the wards in the state, to mobilize the grassroots to win votes for the president in the next election. Nnaji described Tinubu as a focused president who does not discriminate against any section of the country. The minister used the opportunity to fault the size of the current budget presented to the House of Assembly by Governor Peter Mbah, saying Enugu does not have the oil like some states to finance such a budget. “In the next election, we should give President Tinubu the winning votes and make sure that we are in the Lion Building. The event is going to be yearly, and the next one will be better. “We need change in Enugu State, and that change will come. We want to provide leadership,” he stated.
Tecogen Inc. ( OTCMKTS:TGEN – Get Free Report ) was the target of a large growth in short interest in December. As of December 15th, there was short interest totalling 11,700 shares, a growth of 88.7% from the November 30th total of 6,200 shares. Based on an average daily volume of 294,200 shares, the days-to-cover ratio is presently 0.0 days. Tecogen Trading Down 2.7 % OTCMKTS TGEN opened at $1.45 on Friday. Tecogen has a 12-month low of $0.59 and a 12-month high of $1.98. The company has a fifty day simple moving average of $1.17 and a two-hundred day simple moving average of $0.94. The company has a current ratio of 1.53, a quick ratio of 0.70 and a debt-to-equity ratio of 0.03. The stock has a market cap of $36.18 million, a P/E ratio of -6.90 and a beta of 1.06. Tecogen Company Profile ( Get Free Report ) Featured Articles Receive News & Ratings for Tecogen Daily - Enter your email address below to receive a concise daily summary of the latest news and analysts' ratings for Tecogen and related companies with MarketBeat.com's FREE daily email newsletter .Trump says he can't guarantee tariffs won't raise prices, won't rule out revenge prosecutions
Mukesh Ambani gets richer by Rs 20,230 crore in just five days due to...