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Vancouver Islander becomes first Canadian student to fly an electric plane soloTraining AI through human interactions instead of datasets December 3, 2024 Duke University Researchers have developed a platform to help AI learn to perform complex tasks more like humans. Called 'GUIDE,' it works by allowing humans to observe AI's actions in real-time and provide ongoing, nuanced feedback. Rather than relying on huge datasets, human trainers offer detailed guidance that fosters incremental improvements and deeper understanding. In its debut study, GUIDE helps AI learn how best to play hide-and-seek. Facebook Twitter Pinterest LinkedIN Email During your first driving class, the instructor probably sat next to you, offering immediate advice on every turn, stop and minor adjustment. If it was a parent, they might have even grabbed the wheel a few times and shouted "Brake!" Over time, those corrections and insights developed experience and intuition, turning you into an independent, capable driver. Although advancements in artificial intelligence (AI) have made self-driving cars a reality, the teaching methods used to train them remain a far cry from even the most nervous side-seat driver. Rather than nuance and real-time instruction, AI learns primarily through massive datasets and extensive simulations, regardless of the application. Now, researchers from Duke University and the Army Research Laboratory have developed a platform to help AI learn to perform complex tasks more like humans. Nicknamed GUIDE for short, the AI framework will be showcased at the upcoming Conference on Neural Information Processing Systems (NeurIPS 2024), taking place Dec. 9-15 in Vancouver, Canada. "It remains a challenge for AI to handle tasks that require fast decision making based on limited learning information," explained Boyuan Chen, professor of mechanical engineering and materials science, electrical and computer engineering, and computer science at Duke, where he also directs the Duke General Robotics Lab. "Existing training methods are often constrained by their reliance on extensive pre-existing datasets while also struggling with the limited adaptability of traditional feedback approaches," Chen said. "We aimed to bridge this gap by incorporating real-time continuous human feedback." GUIDE functions by allowing humans to observe AI's actions in real-time and provide ongoing, nuanced feedback. It's like how a skilled driving coach wouldn't just shout "left" or "right," but instead offer detailed guidance that fosters incremental improvements and deeper understanding. In its debut study, GUIDE helps AI learn how best to play hide-and-seek. The game involves two beetle-shaped players, one red and one green. While both are controlled by computers, only the red player is working to advance its AI controller. The game takes places on a square playing field with a C-shaped barrier in the center. Most of the playing field remains black and unknown until the red seeker enters new areas to reveal what they contain. As the red AI player chases the other, a human trainer provides feedback on its searching strategy. While previous attempts at this sort of training strategy have only allowed for three human inputs -- good, bad or neutral -- GUIDE has humans hover a mouse cursor over a gradient scale to provide real-time feedback. The experiment involved 50 adult participants with no prior training or specialized knowledge, which is by far the largest-scale study of its kind. The researchers found that just 10 minutes of human feedback led to a significant improvement in the AI's performance. GUIDE achieved up to a 30% increase in success rates compared to current state-of-the-art human-guided reinforcement learning methods. "This strong quantitative and qualitative evidence highlights the effectiveness of our approach," said Lingyu Zhang, the lead author and a first-year PhD student in Chen's lab. "It shows how GUIDE can boost adaptability, helping AI to independently navigate and respond to complex, dynamic environments." The researchers also demonstrated that human trainers are only really needed for a short period of time. As participants provided feedback, the team created a simulated human trainer AI based on their insights within particular scenarios at particular points in time. This allows the seeker AI to continually train long after a human has grown weary of helping it learn. Training an AI "coach" that isn't as good as the AI it's coaching may sound counterintuitive, but as Chen explains, it's actually a very human thing to do. "While it's very difficult for someone to master a certain task, it's not that hard for someone to judge whether or not they're getting better at it," Chen said. "Lots of coaches can guide players to championships without having been a champion themselves." Another fascinating direction for GUIDE lies in exploring the individual differences among human trainers. Cognitive tests given to all 50 participants revealed that certain abilities, such as spatial reasoning and rapid decision-making, significantly influenced how effectively a person could guide an AI. These results highlight intriguing possibilities such as enhancing these abilities through targeted training and discovering other factors that might contribute to successful AI guidance. These questions point to an exciting potential for developing more adaptive training frameworks that not only focus on teaching AI but also on augmenting human capabilities to form future human-AI teams. By addressing these questions, researchers hope to create a future where AI learns not only more effectively but also more intuitively, bridging the gap between human intuition and machine learning, and enabling AI to operate more autonomously in environments with limited information. "As AI technologies become more prevalent, it's crucial to design systems that are intuitive and accessible for everyday users," said Chen. "GUIDE paves the way for smarter, more responsive AI capable of functioning autonomously in dynamic and unpredictable environments." The team envisions future research that incorporates diverse communication signals using language, facial expressions, hand gestures and more to create a more comprehensive and intuitive framework for AI to learn from human interactions. Their work is part of the lab's mission toward building the next-level intelligent systems that team up with humans to tackle tasks that neither AI nor humans alone could solve. This work is supported in part by Army Research Laboratory (W911NF2320182, W911NF2220113). Story Source: Materials provided by Duke University . Original written by Ken Kingery. Note: Content may be edited for style and length. Cite This Page :slot game free 100



Lekeila Fiji is a locally owned clothing business operated by the Dau family of Korovou, Tavua. Clothing perfect for women who wish to portray modesty, simplicity, and a mix of modernism. Over the years business has expanded as far as the Pacific region. So what is the story behind this success, some may ask? Like any other blooming business, the Dau family started from the bottom and climbed the ladder to success one step at a time. It started when the COVID-19 pandemic hit Fiji. A mother, her four daughters, two sons along with grandchildren all had a hand to play in the venture. The pandemic caused a wave of havoc and life-changing scenarios as hundreds across the country were left unemployed and businesses affected. The Dau family was one of many families stuck in dire straits as daughter Aluesi Tavucu explains. Ms Tavucu said they started a second-hand clothing business operating from their home at Korovou. She spearheaded business operations. “The home-based business attracted a number of people and their stock had all the latest trend, although subjected to curfews — which we had to work around,” she said. “The pandemic was a very difficult time for us.” Ms Tavucu said that as a child she would help her mother catch and sell mud crabs on the roadside. “So it wasn’t difficult to decide on selling second-hand clothing.” The family managed to find a supplier in Australia and business was good. “Eventually we decided to rent a booth at the Vote City market in Korovou. “It wasn’t all smooth sailing as we thought it would be. Sometimes we only got $5-$10 in a business day. “Consistency and perseverance got us somewhere. By the time the pandemic was over, we were ready to expand business considering the financial benefits.” Ms Tavucu said they opted to jump into the bigger pond and was subjected to different levels of challenges. “We set-up businesses at various markets in the western division — including the Vuda Beach market and the Namaka market. “We started turning up at various ROC market events not only in Nadi but in Suva as well. “We wanted to be present, be seen. That’s a marketing tactic, and consistency played a vital role. “We’ve come through some tough times like the time our tent was blown down by strong winds, or when clothes got all wet from rain — which took us a whole week to dry them up. “We never gave up or else all our struggles would have been in vain.” After five long years of operating in the three markets and ROC market events, the family achieved their long-term goal — to open their own shop in Nadi town. It was named Lekeila, a native American translation of the name Rachael who is Ms Tavucu’s niece. For the Dau siblings, their mother, Miliana Drevata, was their pillar of strength, a driving force and their support system. “Before we brought an item to sell, we’d consult with her, and she’d advise if it was suitable for the weather. “We mostly sell women’s wear that is modest and simple, suitable for Fijian ladies. “Our outlets have sulu ira outfits as well suitable for formal wear or church.” At home, the four sisters are not the only ones operating the business; other than their two brothers — but their nieces and nephews have also join in too. “It’s practically a family affair with all hands on deck. We maintain this relationship, and it’s healthy for the family and the business.” Ms Tavucu’s advice to other avid businesspeople is to remain focused on the goal and to place all the burden on God. She said she was thankful for the ROC market organised throughout the years, as it has helped business and boosted Lekeila Fiji’s customer base.

COPPER MOUNTAIN, Colo. (AP) — For a pair of lower-level downhill events, this sure had plenty of Olympic medal-capturing and World Cup-winning ski racers. The stage belonged to Lindsey Vonn , the 40-year-old who took another step on her comeback trail Saturday with her first races in nearly six years. Vonn wasn't particularly speedy and finished in the middle of the pack on a cold but sunny day at Copper Mountain. Times and places weren't the mission, though, as much as getting used to the speed again and gaining the necessary points to compete on the World Cup circuit this season. Vonn accomplished both, finishing 24th in the first downhill race of the day and 27th in the second. She posted on social media after the FIS races that she had enough points to enter World Cup events. The timing couldn't be more perfect — the next stop on the women's circuit is Beaver Creek, Colorado, in a week. Vonn, who used to own a home in nearby Vail, hasn't committed to any sort of timetable for a World Cup return. “Today was a solid start and I had a blast being in start with my teammates again!” Vonn wrote on X . “While I’m sure people will speculate and say I’m not in top form because of the results, I disagree. This was training for me. I’m still testing equipment and getting back in the groove.” Her competition — a veritable who's who of high-profile ski racers — applauded her efforts. “I don't expect her to come back and win — just that she comes back and she has fun,” said Federica Brignone of Italy, a former overall World Cup champion and three-time Olympic medalist. “She's having fun, and she’s doing what she loves. That’s the best thing that she could do.” In the first race on a frigid morning, Vonn wound up 1.44 seconds behind the winning time of 1 minute, 5.79 seconds posted by Mirjam Puchner of Austria. In her second race through the course later in the morning, Vonn was 1.53 seconds behind Cornelia Huetter of Austria, who finished in 1:05.99. Huetter is the reigning season-long World Cup downhill champion. “It’s really nice to compare with her again, and nice to have her (racing) again,” Huetter said. “For sure, for the skiing World Cup, we have a lot of more attention. It's generally good for all racers because everyone is looking.” Also in the field were Nadia Delago of Italy, who won a bronze medal in downhill at the 2022 Beijing Olympics, and Puchner, the Olympic silver winner in super-G in Beijing. In addition, there was Marta Bassino of Italy, a winner of the super-G at the 2023 world championships, and two-time Olympic champion Michelle Gisin of Switzerland. “For me, it was really a training, but it was fun to have a World Cup race level right here,” Gisin said. “It was a crazy race.” Vonn remains a popular figure and took the time after each run to sign autographs for young fans along with posing for photos. When she left the sport, Vonn had 82 World Cup race victories, which stood as the record for a woman and within reach of the all-time Alpine record of 86 held by Swedish standout Ingemar Stenmark. The women’s mark held by Vonn was surpassed in January 2023 by Mikaela Shiffrin, who now has 99 wins — more than any Alpine ski racer in the history of the sport. Shiffrin is currently sidelined after a crash in a giant slalom event in Killington, Vermont , last weekend. Vonn’s last major race was in February 2019, when she finished third in a downhill during the world championships in Sweden. The three-time Olympic medalist left the circuit still near the top of her game. But all the broken arms and legs, concussions and torn knee ligaments took too big a toll and sent her into retirement. She had a partial knee replacement last April and felt good enough to give racing another shot. “It's very impressive to see all the passion that Lindsey still has,” Gisin said. Also racing Saturday was 45-year-old Sarah Schleper, who once competed for the United States but now represents Mexico. Schleper was the next racer behind Vonn and they got a chance to share a moment between a pair of 40-somethings still racing. “I was like, ‘Give me some tips, Lindsey,’” Schleper said. “She’s like, ‘Oh, it’s a highway tuck, the whole thing.’ Then she’s like, ‘It’s just like the good old days.’" AP skiing: https://apnews.com/hub/alpine-skiingSam Darnold sensed the backside pressure as soon as he dropped back with Minnesota trailing by four points late in the fourth quarter in Seattle, so he moved into a safe space in the pocket and did precisely what the Vikings would prefer him to do with the game on the line. He threw the ball down the field to Justin Jefferson. The perfectly placed throw near the sideline beat double coverage for a 39-yard touchdown that put the Vikings back in front with 3:51 remaining in a 27-24 victory over the Seahawks on Sunday. “It was a great call,” said Jefferson, who had 10 receptions for 144 yards and two scores, all season highs. “I’m not going to say too much about that play, but something went on where me and Sam were on the same page, and he found me and we went up.” The Vikings were understandably coy about the context around the go-ahead touchdown , when Darnold made a difficult on-the-run pass just over cornerback Tariq Woolen that Jefferson deftly twisted to catch next to his backside hip so he could shield the ball from late-breaking safety Julian Love. Darnold saw Love's shoulders initially shaded inside just enough to believe he couldn't retreat fast enough to prevent Jefferson from getting the ball. Jefferson also applied some improvisation to his route that Darnold clearly and properly read during the play. “I want those guys to have some freedom in those moments,” coach Kevin O'Connell said. “We do a lot of things with Justin and Sam, seeing the coverage and then with some route opportunities to get to at the line of scrimmage, and I think those guys have just gotten so comfortable with that stuff.” Darnold's long-delayed breakout performance under O'Connell has been one of the stories of the NFL this season, one that wouldn't have unfolded as neatly for the third overall pick in the 2018 draft without such synergy between him and his superstar wide receiver. If the Vikings (13-2) win their last two games, they will not only be NFC North champions for the second time in three years but also get the No. 1 seed and the lone first-round bye in the NFC for the playoffs. “Every single game we’re finding different ways to overcome adversity, overcome the different stuff defenses have thrown towards us," Jefferson said. “Sam has done a great job being a leader.” The pass rush was strong, with Andrew Van Ginkel recording two sacks and pressure leading to both interceptions of Seahawks quarterback Geno Smith. The Vikings were credited with eight hits on Smith. The Vikings converted only three of 12 third downs, their second-worst rate of the season. Theo Jackson, who saw significant playing time at safety with Harrison Smith out, had the game-sealing interception with 49 seconds left. Tight end Josh Oliver has played 47% of the snaps the last two games, his two lowest usage rates of the season. He dropped the only pass he was thrown on Sunday. The defense ought to get a big boost this week with the expected return of the 13-year veteran Smith from his first absence in two years when he was sidelined at Seattle with a foot injury. Linebacker Ivan Pace, who has missed four games on injured reserve with a hamstring strain, is also on track to be back with his return to practice. Backup defensive lineman Jalen Redmond, who didn't play against the Seahawks because of a concussion, has made progress through the protocol, O'Connell said. Backup cornerback Fabian Moreau, who was inactive at Seattle with a hip injury, will continue to be evaluated throughout the week. 13.6% — That's the third-down conversion allowance rate for the Vikings over the last two games, with Chicago and Seattle combining to go just 3 for 22. The Vikings rank second in the NFL in third-down defense at 33.7% for the season and also rank second on fourth down at 36.7%. The Vikings host Green Bay on Sunday, with the kickoff moved to the late afternoon showcase spot on Fox. If Minnesota loses to the Packers, the Lions will clinch the NFC North and the Vikings would open the playoffs on the road as the No. 5 seed at best. Even if the Lions were to lose at San Francisco on Monday night, the Vikings would need to win at Detroit on Jan. 5 to take the division title. AP NFL: https://apnews.com/hub/NFLNone

South Korean President Yoon Suk Yeol has staggered from scandal to crisis but he surprised everyone this week by declaring martial law -- only then to survive an impeachment vote. The plunge back to South Korea's dark days of military rule only lasted a few hours, and after a night of protests and high drama Yoon was forced into a U-turn in the early hours of Wednesday. But polls show a huge majority of citizens want him out and lawmakers voted Saturday on an impeachment motion brought by the opposition, who control parliament. But even though only eight of them needed to support the motion for it to pass, all but three MPs from Yoon's People Power Party (PPP) boycotted the vote and it failed. This is despite the PPP's leader Han Dong-hoon -- allegedly on an arrest list the night of the martial law declaration -- saying Yoon's resignation was "inevitable". On Saturday before the vote, Yoon spoke publicly for the first time in days, apologising for the "anxiety and inconvenience" he caused, but stopping short of throwing in the towel. Instead the 63-year-old said he would "entrust the party with measures to stabilise the political situation, including my term in office". Born in Seoul in 1960 months before a military coup, Yoon studied law and went on to become a star public prosecutor and anti-corruption crusader. He played an instrumental role in Park Geun-hye, South Korea's first female president, being convicted of abuse of power, imprisoned and impeached in 2016. As the country's top prosecutor in 2019, he also indicted a top aide of Park's successor, Moon Jae-in, in a fraud and bribery case. The conservative PPP, in opposition at the time, liked what they saw and convinced Yoon to become their presidential candidate. He duly won in March 2022, beating Lee Jae-myung of the Democratic Party, but by the narrowest margin in South Korean history. Yoon was never much loved by the public, especially by women -- he vowed on the campaign trail to abolish the ministry of gender equality -- and scandals have come thick and fast. This included his administration's handling of a 2022 crowd crush during Halloween festivities that killed more than 150 people. More from this section Voters have also blamed Yoon's administration for food inflation, a lagging economy and increasing constraints on freedom of speech. He was accused of abusing presidential vetoes, notably to strike down a bill paving the way for a special investigation into alleged stock manipulation by his wife Kim Keon Hee. Yoon suffered further reputational damage last year when his wife was secretly filmed accepting a designer handbag worth $2,000 as a gift. Yoon insisted it would have been rude to refuse. His mother-in-law, Choi Eun-soon, was sentenced to one year in prison for forging financial documents in a real estate deal. She was released in May 2024. Yoon himself was the subject of a petition calling for his impeachment earlier this year, which proved so popular the parliamentary website hosting it experienced delays and crashes. As president, Yoon has maintained a tough stance against nuclear-armed North Korea and bolstered ties with Seoul's traditional ally, the United States. Last year, he sang Don McLean's "American Pie" at the White House, prompting US President Joe Biden to respond: "I had no damn idea you could sing." But his efforts to restore ties with South Korea's former colonial ruler, Japan, did not sit well with many at home. Yoon has been a lame duck president since the opposition Democratic Party won a majority in parliamentary elections this year. They recently slashed Yoon's budget. In his Tuesday night televised address to the nation, Yoon railed against "anti-state elements plundering people's freedom and happiness" and his office has subsequently cast his imposition of martial law as a bid to break through legislative gridlock. But to use his political difficulties as justification for imposing martial law for the first time in South Korea since the 1980s is absurd, an analyst said. "Yoon invoked Article 77 of the South Korean constitution, which allows for proclaiming martial law but is reserved for 'time of war, armed conflict or similar national emergency', none of which appears evident," Bruce Klingner, a senior research fellow at the Heritage Foundation, told AFP. "Yoon's action is a damning reversal to decades of South Korean efforts to put its authoritarian past behind it," he said. burs-stu/ceb/mtp

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Martial law to miracle survival: South Korea's president YoonAn illegal alien, reportedly released into the United States by President Joe Biden’s Department of Homeland Security (DHS), is accused of driving drunk and causing a crash that killed 37-year-old Jimmy Chang, a well-known realtor in the suburbs of Atlanta, Georgia. Christian Fernando Irias-Ruiz, a 20-year-old Honduran national, has been arrested and charged with first-degree vehicular homicide, drunk driving, reckless driving, speeding, and possession of alcohol by someone under 21 years old. According to police, the crash occurred just days before Christmas when Irias-Ruiz allegedly drove drunk, ran a red light, and t-boned Jimmy Chang’s vehicle — killing him. A third vehicle was involved in the crash, which left some passengers injured. “It’s devastating for all the family right now, still can’t process that he’s gone,” Jason Chang, Jimmy’s brother, told WSB-TV 2 Atlanta. “He impacted a lot of lives.” A report from Fox News Digital reveals that Irias-Ruiz is an illegal alien from Honduras and was first apprehended crossing the southern border in June 2021. DHS officials, though, released Irias-Ruiz into the United States interior through Biden’s expansive Catch and Release network. Chang, whose family has set up a GoFundMe page, was a realtor in the area and president of the Atlanta chapter of the Asian Real Estate Association of America. The Immigration and Customs Enforcement (ICE) agency has placed a detainer on Irias-Ruiz so that if he is released from DeKalb County Jail at any time, he will be turned over to agents for arrest and deportation. John Binder is a reporter for Breitbart News. Email him at jbinder@breitbart.com. Follow him on Twitter here .

AusperBio Secures $73 Million in Series B Financing to Advance Functional Cure for Chronic Hepatitis BHow major US stock indexes fared Tuesday, 12/3/2024Lawsuit for Investors who Lost over $100,000 in shares of DMC Global Inc. (NASDAQ: BOOM) between May and Nov. 2024 announced by Shareholders Foundation

GOJO President and CEO, Carey Jaros , Corporate Sales Director Moshe Lewis and National Sales VP, Ashley Fubini , received top honors for industry leadership AKRON, Ohio , Nov. 21, 2024 /PRNewswire/ -- GOJO President and CEO, Carey Jaros received the Jack D. Ramaley Industry Distinguished Service Award from ISSA in recognition of her outstanding service to the cleaning industry. With an audience of more than 500 industry colleagues, Jaros accepted the prestigious award, named after ISSA's executive director from 1960 to 1981. In accepting the award, Jaros praised ISSA, the GOJO team, distributor partners, and customers for their leadership in advancing the global cleaning industry through collaboration, mentorship, and participation in industry initiatives to help the sector grow and thrive. "I firmly believe that any time a leader is recognized that recognition ultimately belongs to their team, as none of us accomplish anything worthy of an award like this on our own," said Jaros. "So, it's my honor to accept the Jack D. Ramaley Award on behalf of all of Team GOJO, who are so passionate, hard-working, and purpose-driven, and our awesome distributor partners, who ultimately enable our PURELL products to get to people out in the world, and who are also dear friends and colleagues who push us to get better and better." In addition to Jaros' award, GOJO Corporate Sales Director, Moshe Lewis was selected as a member of the inaugural class of ISSA Emerging Leaders for 2024, and was the 1 st Runner Up for the Rising Star Award. Lewis is part of a group of 30 industry professionals that represent the next generation of leaders and was selected from a group of more than 100 nominations of industry professionals under the age of 40 for his outstanding contributions, leadership, and commitment to driving the industry forward. In addition to Jaros and Lewis' honors, the ISSA Hygieia Network awarded GOJO's National Sales Vice President Ashley Fubini the Rising Star of the Year Award. The award recognizes the significant achievements of an ISSA Hygieia member who has demonstrated consistent upward mobility in her career within the cleaning industry. Along with GOJO's multiple awards, the company continued to wow the ISSA Trade Show attendees with its newest dispensing system - PURELL ® ES 10. The PURELL ES10 is our simplest, most sustainable touch-free dispensing system. 3 This ground-breaking technology proves that less is more with less maintenance and less waste, all while delivering more ways to impress. Significant features of the new product include: Less Maintenance Less Waste More Ways to Impress GOJO is certified by the Women's Business Enterprise National Council (WBENC) as a Women's Business Enterprise, so purchasing these dispensing systems and PURELL ® refills can help customers achieve their supplier diversity goals and demonstrate their commitment to fostering diversity and equity. Businesses and government entities can now purchase the PURELL ® ES10 Dispensing Systems across the United States . Interested customers can visit (insert link) to learn more or contact their GOJO distributor. A video of the new dispensing system can be viewed here . About GOJO Industries GOJO is a Purpose-driven, 3rd generation Family Enterprise whose market-leading PURELL® soap, hand sanitizer, surface sprays and wipes are used around the world to help keep people healthy and well. A WBENC-certified women-owned business, for more than 75 years, GOJO has used science-based innovation to set new standards in safety, efficacy, and sustainability for both consumers and in public spaces like hospitals, schools, restaurants. GOJO is headquartered in Akron, Ohio with manufacturing facilities located in Northeast Ohio . For more information on GOJO Industries, please visit GOJO.com . Footnotes: 1 Per standard use under normal usage conditions 2 Compared with ES8 3 Has less 30% less plastic per refill and a 38% reduction in greenhouse gas emissions compared to ES8 system. View original content to download multimedia: https://www.prnewswire.com/news-releases/gojo-shines-at-issa-trade-show-celebrating-success-with-multiple-industry-awards-302313642.html SOURCE GOJO Industries, Inc.

SAN DIEGO — Syracuse coach Fran Brown and Washington State acting coach Pete Kaligis shared a heartfelt hug after their Holiday Bowl news conference on Thursday. Kaligis can certainly use all the support he can get, especially an embrace and some encouraging words from the opposing coach. No. 22 Syracuse (9-3, No. 21 CFP), led by national passing leader Kyle McCord, is a 17-point favorite according to BetMGM in Friday night’s Holiday Bowl against the depleted Cougars (8-4), whose season has nosedived since mid-November. After beating future Pac-12 opponent San Diego State 29-26 on Oct. 26 at Snapdragon Stadium, coach Jake Dickert, quarterback John Mateer and the rest of the Cougars were 7-1 and about to jump into The Associated Press Top 25. Now the Cougars are barely recognizable as they return to Snapdragon. Dickert was hired away by Wake Forest, Mateer transferred to Oklahoma and running back Wayshawn Parker left for Utah. Numerous coaches, including the offensive and defensive coordinators, are gone, and more than 20 players have entered the transfer portal. The Cougars, who lost their last three games, are a prime example of how college football’s rapidly changing landscape can dramatically affect a program. “Going into the ins-and-outs of the game tomorrow doesn’t matter,” Kaligis said. “We are who we are, we have what we have. I know that’s for both of us.” Kaligis said players who entered the portal after Dickert left can suit up Friday night. “I know we came here with 98 guys. That’s who we’re going to show up on the field with.” The Cougars improved to 8-1 by beating Utah State 49-28 on Nov. 9 but then lost three straight, including to Oregon State in the de facto championship game between the two teams left in the Pac-12. They also lost to New Mexico and Wyoming, two of the Mountain West teams that weren’t invited to join the reconstituted Pac-12 starting in 2026. McCord, who transferred from Ohio State, rewrote the Orange’s record book this season with 4,326 yards passing, 29 touchdowns and 367 completions. He’s well within range of breaking Deshaun Watson’s ACC single-season record of 4,593, which he set in 15 games in 2016. A win will give Syracuse 10 wins for the first time since 2018 and just the third time since 2000.Too early to celebrate – Arne Slot keeps leaders Liverpool focused

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