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DLF shares 0.85% as Sensex fallsParbhani man sets ablaze wife for giving birth to three daughters; held for murder
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Doctored images have been around for decades. The term "Photoshopped" is part of everyday language. But in recent years, it has seemingly been replaced by a new word: deepfake. It's almost everywhere online, but you likely won't find it in your dictionary at home. What exactly is a deepfake, and how does the technology work? RELATED STORY | Scripps News Reports: Sex, Lies, and Deepfakes A deepfake is an image or video that has been generated by artificial intelligence to look real. Most deepfakes use a type of AI called a "diffusion model." In a nutshell, a diffusion model creates content by stripping away noise. "With diffusion models, they found a very clever way of taking an image and then constructing that procedure to go from here to there," said Lucas Hansen said. He and Siddharth Hiregowdara are cofounders of CivAI, a nonprofit educating the public on the potential — and dangers — of AI. How diffusion models work It can get complicated, so imagine the AI – or diffusion model – as a detective trying to catch a suspect. Like a detective, it relies on its experience and training. It recalls a previous case -– a sneaky cat on the run. Every day it added more and more disguises. On Monday, no disguise. Tuesday, it put on a little wig. Wednesday, it added some jewelry. By Sunday, it's unrecognizable and wearing a cheeseburger mask. The detective learned these changes can tell you what it wore and on what day. AI diffusion models do something similar with noise, learning what something looks like at each step. "The job of the diffusion model is to remove noise," Hiregowdara said. "You would give the model this picture, and then it will give you a slightly de-noised version of this picture." RELATED STORY | Scripps News got deepfaked to see how AI could impact elections When it's time to solve the case and generate a suspect, we give it a clue: the prompts we give when we create an AI-generated image. "We have been given the hint that this is supposed to look like a cat. So what catlike things can we see in here? Okay, we see this curve, maybe that's an ear," Hiregowdara said. The "detective" works backward, recalling its training. It sees a noisy image. Thanks to the clue, it is looking for a suspect — a cat. It subtracts disguises (noise) until it finds the new suspect. Case closed. Now imagine the "detective" living and solving crimes for years and years. It learns and studies everything — landscapes, objects, animals, people, anything at all. So when it needs to generate a suspect or an image, it remembers its training and creates an image. Deepfakes and faceswaps Many deepfake images and videos employ some type of face swapping technology. You've probably experienced this kind of technology already — faceswapping filters like on Snapchat, Instagram or Tiktok use technology similar to diffusion models, recognizing faces and replacing things in real time. "It will find the face in the image and then cut that out kind of, then take the face and convert it to its internal representation," Hansen said. The results are refined then repeated frame by frame. The future and becoming our own detectives As deepfakes become more and more realistic and tougher to detect, understanding how the technology works at a basic level can help us prepare for any dangers or misuse. Deepfakes have already been used to spread election disinformation, create fake explicit images of a teenager, even frame a principal with AI-created racist audio. "All the netizens on social media also have a role to play," Siwei Lyu said. Lyu is a SUNY Empire Innovation Professor at the University of Buffalo's Department of Computer Science and Engineering, and the director of the Media Forensics Lab. His team has created a tool to help spot deepfakes called "DeepFake-o-meter." "We do not know how to handle, how to deal, with these kinds of problems. It's very new. And also requires technical knowledge to understand some of the subtleties there," Lyu said. "The media, the government, can play a very active role to improve user awareness and education. Especially for vulnerable groups like seniors, the kids, who will start to understand the social media world and start to become exposed to AI technologies. They can easily fall for AI magic or start using AI without knowing the limits." RELATED STORY | AI voice cloning: How programs are learning to pick up on pitch and tone Both Lyu and CivAI believe in exposure and education to help combat any potential misuse of deepfake technology. "Our overall goal is that we think AI is going t impact pretty much everyone in a lot of different ways," Hansen said. "And we think that everyone should be aware of the ways that it's going to change them because it's going to impact everyone." "More than just general education — just knowing the facts and having heard what's going to happen," he added. "We want to give people a really intuitive experience of what's going on." Hansen goes on to explain CivAI's role in educating the public. "We try and make all of our demonstrations personalized as much as possible. What we're working on is making it so people can see it themselves. So they know it's real, and they feel that it's real," Hansen said. "And they can have a deep gut level feel for tthe impact that it's going to have." "A big part of the solution is essentially just going to be education and sort of cultural changes," he added. "A lot of this synthetic content is sort of like a new virus that is attacking society right now, and people need to become immune to it in some ways. They need to be more suspicious about what's real and what's not, and I think that will help a lot as well."
Providence Real Estate Announces Sale of Arlington Park at Wildwood ApartmentsNoneNEW ORLEANS (AP) — A scruffy little fugitive is on the lam again in New Orleans, gaining fame as he outwits a tenacious band of citizens armed with night-vision binoculars, nets and a tranquilizer rifle. Scrim, a 17-pound mutt that's mostly terrier, has become a folk hero, inspiring tattoos, T-shirts and even a ballad as he eludes capture from the posse of volunteers. And like any antihero, Scrim has a backstory: Rescued from semi-feral life at a trailer park and adopted from a shelter, the dog broke loose in April and scurried around the city until he was cornered in October and brought to a new home. Weeks later, he'd had enough. Scrim leaped out of a second-story window, a desperate act recorded in a now-viral video. Since then, despite a stream of daily sightings, he's roamed free. The dog’s fans include Myra and Steve Foster, who wrote “Ode to Scrim” to the tune of Ricky Nelson’s 1961 hit, “I’m a Travelin’ Man.” Leading the recapture effort is Michelle Cheramie, a 55-year-old former information technology professional. She lost everything — home, car, possessions — in Hurricane Katrina in 2005, and in the aftermath, found her calling rescuing pets. “I was like, ‘This is what I should be doing,’” Cheramie said. “I was born to rescue.” She launched Zeus’ Rescues, a nonprofit shelter that now averages 600 cat and dog adoptions a year and offers free pet food to anyone who needs it. She helped Scrim find the home he first escaped from. It was Cheramie's window Scrim leaped from in November. She's resumed her relentless mission since then, posting flyers on telephone poles and logging social media updates on his reported whereabouts. She's invested thousands of dollars on wildlife cameras, thermal sensors and other gear. She took a course offered by the San Diego Zoo on the finer points of tranquilizing animals. And she's developed a network of volunteers — the kind of neighbors who are willing to grid-search a city at 3 a.m. People like writer David W. Brown, who manages a crowd-sourced Google Map of all known Scrim sightings. He says the search has galvanized residents from all walks of life to come together. As they search for Scrim, they hand out supplies to people in need. “Being a member of the community is seeing problems and doing what you can to make life a little better for the people around here and the animals around you,” Brown said. And neighbors like Tammy Murray, who had to close her furniture store and lost her father to Parkinson's disease. This search, she says, got her mojo back. “Literally, for months, I’ve done nothing but hunt this dog,” said Murray, 53. “I feel like Wile E. Coyote on a daily basis with him.” Murray drives the Zeus' Rescues' van towards reported Scrim sightings. She also handles a tactical net launcher, which looks like an oversized flashlight and once misfired, shattering the van's window as Scrim sped away. After realizing Scrim had come to recognize the sound of the van's diesel engine, Murray switched to a Vespa scooter, for stealth. Near-misses have been tantalizing. The search party spotted Scrim napping beneath an elevated house, and wrapped construction netting around the perimeter, but an over-eager volunteer broke ranks and dashed forward, leaving an opening Scrim slipped through. Scrim's repeated escapades have prompted near-daily local media coverage and a devoted online following. Cheramie can relate. “We’re all running from something or to something. He's doing that too,” she said. Cheramie's team dreams of placing the pooch in a safe and loving environment. But a social media chorus growing under the hashtag #FreeScrim has other ideas — they say the runaway should be allowed a life of self-determination. The animal rescue volunteers consider that misguided. “The streets of New Orleans are not the place for a dog to be free,” Cheramie said. “It’s too dangerous.” Scrim was a mess when Cheramie briefly recaptured him in October, with matted fur, missing teeth and a tattered ear. His trembling body was scraped and bruised, and punctured by multiple projectiles. A vet removed one, but decided against operating to take out a possible bullet. The dog initially appeared content indoors, sitting in Cheramie's lap or napping beside her bed. Then while she was out one day, Scrim chewed through a mesh screen, dropped 13 feet to the ground and squeezed through a gap in the fence, trotting away. Murray said Cheramie's four cats probably spooked him. “I wholeheartedly believe the gangster-ass cats were messing with him,” Murray said. Cheramie thinks they may have gotten territorial. Devastated but undeterred, the pair is reassessing where Scrim might fit best — maybe a secure animal sanctuary with big outdoor spaces where other dogs can keep him company. Somewhere, Murray says, “where he can just breathe and be.” Brook is a corps member for The Associated Press/Report for America Statehouse News Initiative. Report for America is a nonprofit national service program that places journalists in local newsrooms to report on undercovered issues. Follow Brook on the social platform X: @jack_brook96Last holiday for Biden White House celebrates 'a season of peace and light'
Warren, Blumenthal urge Biden administration to limit Trump’s domestic military useST. PAUL, Minn. (AP) — Hope Adebayo rushed for 123 yards and two scores, Tak Tateoka threw a touchdown pass and St. Thomas-Minnesota rolled to a 32-9 victory over Dayton on Saturday in a season finale. Dayton scored first on a 24-yard field goal by Danny Baker, but the Tommies (6-6, 5-3 Pioneer Football League) responded with 25 unanswered points on its way to a 22-point advantage at halftime. Javascript is required for you to be able to read premium content. Please enable it in your browser settings.
Inflation is predicted to average 2.5% this year and 2.6% next year, according to forecasts from the Office for Budget Responsibility. The British Medical Association said the Government showed a “poor grasp” of unresolved issues from two years of industrial action, and the Royal College of Nursing called the pay recommendation “deeply offensive”. The National Education Union’s chief said teachers were “putting the Government on notice” that the proposed increase “won’t do”. The pay recommendations came after Chancellor Rachel Reeves called for every Government department to cut costs by 5%, as she started work on a sweeping multi-year spending review to be published in 2025. Independent pay review bodies will consider the proposals for pay rises for teachers, NHS workers and senior civil servants. The Department of Health said it viewed 2.8% as a “reasonable amount” to set aside, in its recommendations to the NHS Pay Review Body and the Doctors’ and Dentists’ Remuneration Board remit groups. A 2.8% pay rise for teachers in 2025/26 would “maintain the competitiveness of teachers’ pay despite the challenging financial backdrop the Government is facing”, the Department for Education said. The Cabinet Office also suggested pay increases for senior civil servants should be kept to no more than 2.8%. Paul Johnson, director of the influential economics think tank the Institute for Fiscal Studies (IFS), said it was “not a bad ballpark figure” and feels “just about affordable” given the Government’s public spending plans. The downside, he said, is that public sector workers have lost out since 2010 and unions will be upset that this is not making up the gap, he told Sky News’ Politics Hub with Sophy Ridge. “But given the constraints facing the Chancellor I think it’s pretty hard to argue for more for public sector pay when public sector services ... are under real strain,” he said. Unions expressed their disappointment in the recommendations, with some hinting they could be willing to launch industrial action. The Royal College of Nursing general secretary and chief executive called for “open direct talks now” to avoid “further escalation to disputes and ballots”. Professor Nicola Ranger said: “The Government has today told nursing staff they are worth as little as £2 extra a day, less than the price of a coffee. “Nursing is in crisis – there are fewer joining and too many experienced professionals leaving. This is deeply offensive to nursing staff, detrimental to their patients and contradictory to hopes of rebuilding the NHS. “The public understands the value of nursing and they know that meaningful reform of the NHS requires addressing the crisis in nursing. “We pulled out of the Pay Review Body process, alongside other unions, because it is not the route to address the current crisis. “That has been demonstrated today. “Fair pay must be matched by structural reform. Let’s open direct talks now and avoid further escalation to disputes and ballots – I have said that directly to government today.” Professor Philip Banfield, chairman of the British Medical Association’s council, urged the sector’s pay review body to “show it is now truly independent”. “For this Government to give evidence to the doctors’ and dentists’ pay review body (DDRB) believing a 2.8% pay rise is enough, indicates a poor grasp of the unresolved issues from two years of industrial action,” he said. He said the proposal is far below the current rate of inflation and that the Government was “under no illusion” when doctors accepted pay offers in the summer that there was a “very real risk of further industrial action” if “pay erosion” was not addressed in future pay rounds. “This sub-inflationary suggestion from the current Government serves as a test to the DDRB. “The BMA expects it to take this opportunity to show it is now truly independent, to take an objective view of the evidence it receives from all parties, not just the Government, and to make an offer that reflects the value of doctors’ skills and expertise in a global market, and that moves them visibly further along the path to full pay restoration.” The NEU’s general secretary, Daniel Kebede, said teachers’ pay had been cut by more than one-fifth in real terms since 2010. “Along with sky-high workload, the pay cuts have resulted in a devastating recruitment and retention crisis. Teacher shortages across the school system hit pupils and parents too. “A 2.8% increase is likely to be below inflation and behind wage increases in the wider economy. This will only deepen the crisis in education.” In a hint that there could be a return to industrial action he added: “NEU members fought to win the pay increases of 2023 and 2024. “We are putting the Government on notice. Our members care deeply about education and feel the depth of the crisis. This won’t do.” The offer for teachers is the “exact opposite of fixing the foundations” and will result in bigger class sizes and more cuts to the curriculum, Pepe Di’Iasio, general secretary of the Association of School and College Leaders, said: “The inadequacy of the proposed pay award is compounded by the Government’s intention that schools should foot the bill out of their existing allocations. “Given that per-pupil funding will increase on average by less than 1% next year, and the Government’s proposal is for an unfunded 2.8% pay award, it is obvious that this is in fact an announcement of further school cuts.” Paul Whiteman, general secretary at school leaders’ union NAHT, said: This recommendation falls far short of what is needed to restore the competitiveness of the teaching profession, to enable it to retain experienced professionals and attract new talent. Unison head of health Helga Pile said: “The Government has inherited a financial mess from its predecessors, but this is not what NHS workers wanted to hear. “Staff are crucial in turning around the fortunes of the NHS. Improving performance is a key Government pledge, but the pay rise proposed is barely above the cost of living.”Samsung Galaxy S25 series just tipped for price hike in new report — here's what we knowOutdoors: Reichart’s lifetime achievement award highlights outdoors events of 2024
Do you suffer ‘popcorn thinking’ like I’m A Celeb’s Ant? The 9 signs you’re living with hidden ADHDBayer Leverkusen manager Xabi Alonso was critical of his team's poor start in their 5-2 comeback victory over Heidenheim on Saturday. ( More Sports News ) The current Bundesliga champions went two goals down inside the opening 21 minutes at the BayArena, before battling back to hammer their visitors. The teams went in level at half-time, while Patrik Schick completed a hat-trick in the second half to secure their second victory in seven league games. "The first 20 minutes were hard, hard on the pitch and hard mentally," Alonso told a press conference. "They bullied us in midfield. We could not find any good situations. "We then managed to find better solutions after the break, and we were more stable. That was the key to the better second half." It was perfect. pic.twitter.com/j6ZW9vKm81 Leverkusen are fourth in the Bundesliga, nine points behind league leaders Bayern Munich. They improved significantly after Heidenheim forward Marvin Pieringer was taken off injured in the 28th minute, having suffered due to his pace prior to that. "We had a bit of a doubt at the start, it was too hectic, we were too nervous," he added. "We could relax a bit during the break, and then we saw a much better second half, with more control and more stability. Mentally, we were much better." Aside from their poor start, Alonso singled out Schick in particular for praise after the game, with his perfect hat-trick having helped win the match for the hosts. Schick has now scored 3+ goals in a Bundesliga game on three occasions for Leverkusen - only Ulf Kirsten (seven) has done so more times for the club. "It was a perfect hat-trick. It is so important for a striker to get into this rhythm, to have that feeling and with us having a lot of matches during this time," said Alonso.Silicon Valley and the California GOP should unite to save California
Appfolio CEO William Shane Trigg sells $1.09 million in stock
MADISON, Wis. (AP) — Wisconsin public worker and teachers unions scored a major legal victory Monday with a ruling that restores collective bargaining rights they lost under a 2011 state law that sparked weeks of protests and made the state the center of the national battle over union rights. That law, known as Act 10, effectively ended the ability of most public employees to bargain for wage increases and other issues, and forced them to pay more for health insurance and retirement benefits. Under the ruling by Dane County Circuit Judge Jacob Frost, all public sector workers who lost their collective bargaining power would have it restored to what was in place prior to 2011. They would be treated the same as the police, firefighter and other public safety unions that were exempted under the law. Republicans vowed to immediately appeal the ruling, which ultimately is likely to go before the Wisconsin Supreme Court. That only amplifies the importance of the April election that will determine whether the court remains controlled 4-3 by liberal justices. Former Gov. Scott Walker, who proposed the law that catapulted him onto the national political stage, decried the ruling in a post on the social media platform X as “brazen political activism.” He said it makes the state Supreme Court election “that much more important.” Supporters of the law have said it provided local governments more control over workers and the powers they needed to cut costs. Repealing the law, which allowed schools and local governments to raise money through higher employee contributions for benefits, would bankrupt those entities, backers of Act 10 have argued. Democratic opponents argue that the law has hurt schools and other government agencies by taking away the ability of employees to collectively bargain for their pay and working conditions. Union leaders were overjoyed with the ruling, which affects tens of thousands of public employees. “We realize there may still be a fight ahead of us in the courts, but make no mistake, we’re ready to keep fighting until we all have a seat at the table again,” said Ben Gruber, a conservation warden and president of AFSCME Local 1215. The law was proposed by Walker and enacted by the Republican-controlled Legislature in spite of massive protests that went on for weeks and drew as many as 100,000 people to the Capitol. The law has withstood numerous legal challenges over the years, but this was the first brought since the Wisconsin Supreme Court flipped to liberal control in 2023. The seven unions and three union leaders that brought the lawsuit argued that the law should be struck down because it creates unconstitutional exemptions for firefighters and other public safety workers. Attorneys for the Legislature and state agencies countered that the exemptions are legal, have already been upheld by other courts, and that the case should be dismissed. But Frost sided with the unions in July, saying the law violates equal protection guarantees in the Wisconsin Constitution by dividing public employees into “general” and “public safety” employees. He ruled that general employee unions, like those representing teachers, can not be treated differently from public safety unions that were exempt from the law. His ruling Monday delineated the dozens of specific provisions in the law that must be struck. Wisconsin Republican Assembly Speaker Robin Vos said he looked forward to appealing the ruling. “This lawsuit came more than a decade after Act 10 became law and after many courts rejected the same meritless legal challenges,” Vos said in a statement. Wisconsin Manufacturers and Commerce, the state's largest business lobbying organization, also decried the ruling. WMC President Kurt Bauer called Act 10 “a critical tool for policymakers and elected officials to balance budgets and find taxpayer savings." The Legislature said in court filings that arguments made in the current case were rejected in 2014 by the state Supreme Court. The only change since that ruling is the makeup of Wisconsin Supreme Court, attorneys for the Legislature argued. The Act 10 law effectively ended collective bargaining for most public unions by allowing them to bargain solely over base wage increases no greater than inflation. It also disallowed the automatic withdrawal of union dues, required annual recertification votes for unions, and forced public workers to pay more for health insurance and retirement benefits. The law was the signature legislative achievement of Walker, who was targeted for a recall election he won. Walker used his fights with unions to mount an unsuccessful presidential run in 2016. Frost, the judge who issued Monday's ruling, appeared to have signed the petition to recall Walker from office. None of the attorneys sought his removal from the case and he did not step down. Frost was appointed to the bench by Democratic Gov. Tony Evers, who signed the Walker recall petition. The law has also led to a dramatic decrease in union membership across the state. The nonpartisan Wisconsin Policy Forum said in a 2022 analysis that since 2000, Wisconsin had the largest decline in the proportion of its workforce that is unionized. In 2015, the GOP-controlled Wisconsin Legislature approved a right-to-work law that limited the power of private-sector unions. Public sector unions that brought the lawsuit are the Abbotsford Education Association; the American Federation of State, County and Municipal Employees Locals 47 and 1215; the Beaver Dam Education Association; SEIU Wisconsin; the Teaching Assistants’ Association Local 3220 and the International Brotherhood of Teamsters Local 695.Bears keep GM Ryan Poles in driver's seat for coaching searchAs a participant in multiple affiliate marketing programs, Localish will earn a commission for certain purchases. See full disclaimer below* Whether you're looking to upgrade your next movie night setup or hoping to game with higher-quality graphics, Cyber Monday is a great time to get the best TVs for a lower price. We rounded up some of the biggest sales going on right now to help you save on your next TV purchase. Best Cyber Monday TV deals for 2024 Insignia 32-inch Fire TV $69.99 $129.99 This TV is a great option for your living room, bedroom or office. Measuring 32 inches, it's decently sized, yet still easy to fit on a table or TV stand. It's also an Amazon Fire TV, so you'll have access to a wide variety of channels and apps. Currently, you can get it for under $100 at 46% off. TCL 40-inch Roku TV $219.96 $349.99 This TV has been rated five stars over 30,000 times on Amazon, and it's currently on sale for 27% off. It's compatible with both Alexa and Google Assistant and since it's a Roku TV, you'll have access to tons of channels and apps. Amazon 43-inch Fire TV $229.99 $369.99 You can get this great Fire TV for 38% off. It's compatible with 4K Ultra HD, Dolby Digital Plus and Alexa Voice. Amazon is also offering six months free of an MGM+ subscription with the purchase of this TV. Insignia 50-inch Fire TV $189.99 $299.99 This 4K Ultra HD TV is an Amazon bestseller and is currently on sale for 37% off. Enjoy high-quality resolution and a large screen size. This TV also comes with Alexa voice, so you can easily speak commands into the remote. SAMSUNG 85 Class DU7200B Crystal UHD 4K Smart TV $898.00 $1098.00 This 85-inch TV is perfect for larger rooms and offers 4K resolution and accurate color representation thanks to Samsung's PurColor technology. Shop it now below $1,000. Toshiba 75-inch Fire TV $449.99 $649.99 If you're looking for a larger TV, this Toshiba 75-inch is a great deal. It boasts 4K resolution and both Dolby Vision HDR and Dolby Atmos. Save $200 on this TV for Cyber Monday. Amazon 75-inch Fire TV $699.99 $1049.99 Enjoy cinematic 4K TV quality with this 75-inch Amazon Fire TV, which comes with Dolby Vision and Alexa voice control. Hisense 100-inch TV $1798 $2998 If you're looking for a large family room TV, this deal is a steal. Get this 100-inch Hisense TV for over $1,000 off right now. Both the QLED display technology and advanced full array local dimming bring you a high-quality viewing experience. Plus, this TV is also compatible with Alexa and Google Assistant. More TV deals below: Amazon 50-inch Fire TV for under $300. SAMSUNG 55-inch Class DU6900 Crystal UHD 4K Smart TV for under $300. LG 43-inch Class 4K UHD 2160P webOS Smart TV for just $350. *By clicking on the featured links, visitors will leave Localish.com and be directed to third-party e-commerce sites that operate under different terms and privacy policies. Although we are sharing our personal opinions of these products with you, Localish is not endorsing these products. It has not performed product safety testing on any of these products, did not manufacture them, and is not selling, or distributing them and is not making any representations about the safety or caliber of these products. Prices and availability are subject to change from the date of publication.
Julia Bradbury said she has become more focused on her health than she has ever been after “death looked her in the eyes”. The 54-year-old TV presenter revealed in 2021 that she had been diagnosed with breast cancer and later underwent a mastectomy during which her breast plus two lymph glands were removed before reconstruction took place. Bradbury has since stopped drinking alcohol and has changed the priorities in her life, but revealed she has received some pushback on social media from sharing her approach. She told The Times Weekend magazine: “I wasn’t close to death, but death looked me in the eyes. So I am more focused on my health than I ever have been. “I don’t drink, I eat a healthy diet and exercise every day. “When I came home from my mastectomy, I promised I would spend time outside every day, and that is my mantra, however poor it might be in this shitty winter.” Bradbury, who has since been given the all-clear, said a doctor recently helped her reframe how she utilises her energy. She recalled: “He said, ‘This drive that you have – you’re running on a credit card. You can push through all sorts of things. But is that the best thing for you?’. “I realised you don’t have to win every race. You don’t have to overcome everything. I don’t want to max out the credit card.” The presenter previously discussed her experience in an ITV documentary, Julia Bradbury: Breast Cancer And Me, which followed her as she came to terms with her diagnosis and prepared to undergo her single mastectomy. She also regularly shares her wellness and fitness tips with her more than 270,000 Instagram followers. However, she revealed she has had pushback from people saying, “I was healthy, I go to the gym, I got cancer, and now its metastasised and I’ve got secondary cancer. So are you blaming me for my illness?”. Responding to the accusations, she added: “No. All I’m saying is, this is what I went through. It was a wake-up call, and it made me look at life differently. “It made me prioritise my sleep, emotional health, and give more time to my loved ones. “If I drink more than four units of alcohol a week, my risk of reoccurrence goes up by 28%. But people find me giving up drinking infuriating.” Bradbury, who has a 13-year-old son Zephyr, and nine-year-old twins Xanthe and Zena, said having children later in life has caused her to not be as “patient” as she feels she should be at times after becoming more set in her own ways. “People think that after you’ve got a cancer diagnosis, you become this beautiful angel with a halo, and a super mum and do everything right”, she added. “But no, you make the same mistakes. I lose my temper, and I can hear myself saying things that I can’t believe I’m saying. “None of us know what we’re doing, really. We’re just doing our best. I know they do have lots of love. They are told that they’re loved every day.”
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DLF shares 0.85% as Sensex fallsParbhani man sets ablaze wife for giving birth to three daughters; held for murder
No. 2 Auburn arrives for prove-it game at No. 9 DukeAbortions are up in the US. It's a complicated picture as women turn to pills, travel
Doctored images have been around for decades. The term "Photoshopped" is part of everyday language. But in recent years, it has seemingly been replaced by a new word: deepfake. It's almost everywhere online, but you likely won't find it in your dictionary at home. What exactly is a deepfake, and how does the technology work? RELATED STORY | Scripps News Reports: Sex, Lies, and Deepfakes A deepfake is an image or video that has been generated by artificial intelligence to look real. Most deepfakes use a type of AI called a "diffusion model." In a nutshell, a diffusion model creates content by stripping away noise. "With diffusion models, they found a very clever way of taking an image and then constructing that procedure to go from here to there," said Lucas Hansen said. He and Siddharth Hiregowdara are cofounders of CivAI, a nonprofit educating the public on the potential — and dangers — of AI. How diffusion models work It can get complicated, so imagine the AI – or diffusion model – as a detective trying to catch a suspect. Like a detective, it relies on its experience and training. It recalls a previous case -– a sneaky cat on the run. Every day it added more and more disguises. On Monday, no disguise. Tuesday, it put on a little wig. Wednesday, it added some jewelry. By Sunday, it's unrecognizable and wearing a cheeseburger mask. The detective learned these changes can tell you what it wore and on what day. AI diffusion models do something similar with noise, learning what something looks like at each step. "The job of the diffusion model is to remove noise," Hiregowdara said. "You would give the model this picture, and then it will give you a slightly de-noised version of this picture." RELATED STORY | Scripps News got deepfaked to see how AI could impact elections When it's time to solve the case and generate a suspect, we give it a clue: the prompts we give when we create an AI-generated image. "We have been given the hint that this is supposed to look like a cat. So what catlike things can we see in here? Okay, we see this curve, maybe that's an ear," Hiregowdara said. The "detective" works backward, recalling its training. It sees a noisy image. Thanks to the clue, it is looking for a suspect — a cat. It subtracts disguises (noise) until it finds the new suspect. Case closed. Now imagine the "detective" living and solving crimes for years and years. It learns and studies everything — landscapes, objects, animals, people, anything at all. So when it needs to generate a suspect or an image, it remembers its training and creates an image. Deepfakes and faceswaps Many deepfake images and videos employ some type of face swapping technology. You've probably experienced this kind of technology already — faceswapping filters like on Snapchat, Instagram or Tiktok use technology similar to diffusion models, recognizing faces and replacing things in real time. "It will find the face in the image and then cut that out kind of, then take the face and convert it to its internal representation," Hansen said. The results are refined then repeated frame by frame. The future and becoming our own detectives As deepfakes become more and more realistic and tougher to detect, understanding how the technology works at a basic level can help us prepare for any dangers or misuse. Deepfakes have already been used to spread election disinformation, create fake explicit images of a teenager, even frame a principal with AI-created racist audio. "All the netizens on social media also have a role to play," Siwei Lyu said. Lyu is a SUNY Empire Innovation Professor at the University of Buffalo's Department of Computer Science and Engineering, and the director of the Media Forensics Lab. His team has created a tool to help spot deepfakes called "DeepFake-o-meter." "We do not know how to handle, how to deal, with these kinds of problems. It's very new. And also requires technical knowledge to understand some of the subtleties there," Lyu said. "The media, the government, can play a very active role to improve user awareness and education. Especially for vulnerable groups like seniors, the kids, who will start to understand the social media world and start to become exposed to AI technologies. They can easily fall for AI magic or start using AI without knowing the limits." RELATED STORY | AI voice cloning: How programs are learning to pick up on pitch and tone Both Lyu and CivAI believe in exposure and education to help combat any potential misuse of deepfake technology. "Our overall goal is that we think AI is going t impact pretty much everyone in a lot of different ways," Hansen said. "And we think that everyone should be aware of the ways that it's going to change them because it's going to impact everyone." "More than just general education — just knowing the facts and having heard what's going to happen," he added. "We want to give people a really intuitive experience of what's going on." Hansen goes on to explain CivAI's role in educating the public. "We try and make all of our demonstrations personalized as much as possible. What we're working on is making it so people can see it themselves. So they know it's real, and they feel that it's real," Hansen said. "And they can have a deep gut level feel for tthe impact that it's going to have." "A big part of the solution is essentially just going to be education and sort of cultural changes," he added. "A lot of this synthetic content is sort of like a new virus that is attacking society right now, and people need to become immune to it in some ways. They need to be more suspicious about what's real and what's not, and I think that will help a lot as well."
Providence Real Estate Announces Sale of Arlington Park at Wildwood ApartmentsNoneNEW ORLEANS (AP) — A scruffy little fugitive is on the lam again in New Orleans, gaining fame as he outwits a tenacious band of citizens armed with night-vision binoculars, nets and a tranquilizer rifle. Scrim, a 17-pound mutt that's mostly terrier, has become a folk hero, inspiring tattoos, T-shirts and even a ballad as he eludes capture from the posse of volunteers. And like any antihero, Scrim has a backstory: Rescued from semi-feral life at a trailer park and adopted from a shelter, the dog broke loose in April and scurried around the city until he was cornered in October and brought to a new home. Weeks later, he'd had enough. Scrim leaped out of a second-story window, a desperate act recorded in a now-viral video. Since then, despite a stream of daily sightings, he's roamed free. The dog’s fans include Myra and Steve Foster, who wrote “Ode to Scrim” to the tune of Ricky Nelson’s 1961 hit, “I’m a Travelin’ Man.” Leading the recapture effort is Michelle Cheramie, a 55-year-old former information technology professional. She lost everything — home, car, possessions — in Hurricane Katrina in 2005, and in the aftermath, found her calling rescuing pets. “I was like, ‘This is what I should be doing,’” Cheramie said. “I was born to rescue.” She launched Zeus’ Rescues, a nonprofit shelter that now averages 600 cat and dog adoptions a year and offers free pet food to anyone who needs it. She helped Scrim find the home he first escaped from. It was Cheramie's window Scrim leaped from in November. She's resumed her relentless mission since then, posting flyers on telephone poles and logging social media updates on his reported whereabouts. She's invested thousands of dollars on wildlife cameras, thermal sensors and other gear. She took a course offered by the San Diego Zoo on the finer points of tranquilizing animals. And she's developed a network of volunteers — the kind of neighbors who are willing to grid-search a city at 3 a.m. People like writer David W. Brown, who manages a crowd-sourced Google Map of all known Scrim sightings. He says the search has galvanized residents from all walks of life to come together. As they search for Scrim, they hand out supplies to people in need. “Being a member of the community is seeing problems and doing what you can to make life a little better for the people around here and the animals around you,” Brown said. And neighbors like Tammy Murray, who had to close her furniture store and lost her father to Parkinson's disease. This search, she says, got her mojo back. “Literally, for months, I’ve done nothing but hunt this dog,” said Murray, 53. “I feel like Wile E. Coyote on a daily basis with him.” Murray drives the Zeus' Rescues' van towards reported Scrim sightings. She also handles a tactical net launcher, which looks like an oversized flashlight and once misfired, shattering the van's window as Scrim sped away. After realizing Scrim had come to recognize the sound of the van's diesel engine, Murray switched to a Vespa scooter, for stealth. Near-misses have been tantalizing. The search party spotted Scrim napping beneath an elevated house, and wrapped construction netting around the perimeter, but an over-eager volunteer broke ranks and dashed forward, leaving an opening Scrim slipped through. Scrim's repeated escapades have prompted near-daily local media coverage and a devoted online following. Cheramie can relate. “We’re all running from something or to something. He's doing that too,” she said. Cheramie's team dreams of placing the pooch in a safe and loving environment. But a social media chorus growing under the hashtag #FreeScrim has other ideas — they say the runaway should be allowed a life of self-determination. The animal rescue volunteers consider that misguided. “The streets of New Orleans are not the place for a dog to be free,” Cheramie said. “It’s too dangerous.” Scrim was a mess when Cheramie briefly recaptured him in October, with matted fur, missing teeth and a tattered ear. His trembling body was scraped and bruised, and punctured by multiple projectiles. A vet removed one, but decided against operating to take out a possible bullet. The dog initially appeared content indoors, sitting in Cheramie's lap or napping beside her bed. Then while she was out one day, Scrim chewed through a mesh screen, dropped 13 feet to the ground and squeezed through a gap in the fence, trotting away. Murray said Cheramie's four cats probably spooked him. “I wholeheartedly believe the gangster-ass cats were messing with him,” Murray said. Cheramie thinks they may have gotten territorial. Devastated but undeterred, the pair is reassessing where Scrim might fit best — maybe a secure animal sanctuary with big outdoor spaces where other dogs can keep him company. Somewhere, Murray says, “where he can just breathe and be.” Brook is a corps member for The Associated Press/Report for America Statehouse News Initiative. Report for America is a nonprofit national service program that places journalists in local newsrooms to report on undercovered issues. Follow Brook on the social platform X: @jack_brook96Last holiday for Biden White House celebrates 'a season of peace and light'
Warren, Blumenthal urge Biden administration to limit Trump’s domestic military useST. PAUL, Minn. (AP) — Hope Adebayo rushed for 123 yards and two scores, Tak Tateoka threw a touchdown pass and St. Thomas-Minnesota rolled to a 32-9 victory over Dayton on Saturday in a season finale. Dayton scored first on a 24-yard field goal by Danny Baker, but the Tommies (6-6, 5-3 Pioneer Football League) responded with 25 unanswered points on its way to a 22-point advantage at halftime. Javascript is required for you to be able to read premium content. Please enable it in your browser settings.
Inflation is predicted to average 2.5% this year and 2.6% next year, according to forecasts from the Office for Budget Responsibility. The British Medical Association said the Government showed a “poor grasp” of unresolved issues from two years of industrial action, and the Royal College of Nursing called the pay recommendation “deeply offensive”. The National Education Union’s chief said teachers were “putting the Government on notice” that the proposed increase “won’t do”. The pay recommendations came after Chancellor Rachel Reeves called for every Government department to cut costs by 5%, as she started work on a sweeping multi-year spending review to be published in 2025. Independent pay review bodies will consider the proposals for pay rises for teachers, NHS workers and senior civil servants. The Department of Health said it viewed 2.8% as a “reasonable amount” to set aside, in its recommendations to the NHS Pay Review Body and the Doctors’ and Dentists’ Remuneration Board remit groups. A 2.8% pay rise for teachers in 2025/26 would “maintain the competitiveness of teachers’ pay despite the challenging financial backdrop the Government is facing”, the Department for Education said. The Cabinet Office also suggested pay increases for senior civil servants should be kept to no more than 2.8%. Paul Johnson, director of the influential economics think tank the Institute for Fiscal Studies (IFS), said it was “not a bad ballpark figure” and feels “just about affordable” given the Government’s public spending plans. The downside, he said, is that public sector workers have lost out since 2010 and unions will be upset that this is not making up the gap, he told Sky News’ Politics Hub with Sophy Ridge. “But given the constraints facing the Chancellor I think it’s pretty hard to argue for more for public sector pay when public sector services ... are under real strain,” he said. Unions expressed their disappointment in the recommendations, with some hinting they could be willing to launch industrial action. The Royal College of Nursing general secretary and chief executive called for “open direct talks now” to avoid “further escalation to disputes and ballots”. Professor Nicola Ranger said: “The Government has today told nursing staff they are worth as little as £2 extra a day, less than the price of a coffee. “Nursing is in crisis – there are fewer joining and too many experienced professionals leaving. This is deeply offensive to nursing staff, detrimental to their patients and contradictory to hopes of rebuilding the NHS. “The public understands the value of nursing and they know that meaningful reform of the NHS requires addressing the crisis in nursing. “We pulled out of the Pay Review Body process, alongside other unions, because it is not the route to address the current crisis. “That has been demonstrated today. “Fair pay must be matched by structural reform. Let’s open direct talks now and avoid further escalation to disputes and ballots – I have said that directly to government today.” Professor Philip Banfield, chairman of the British Medical Association’s council, urged the sector’s pay review body to “show it is now truly independent”. “For this Government to give evidence to the doctors’ and dentists’ pay review body (DDRB) believing a 2.8% pay rise is enough, indicates a poor grasp of the unresolved issues from two years of industrial action,” he said. He said the proposal is far below the current rate of inflation and that the Government was “under no illusion” when doctors accepted pay offers in the summer that there was a “very real risk of further industrial action” if “pay erosion” was not addressed in future pay rounds. “This sub-inflationary suggestion from the current Government serves as a test to the DDRB. “The BMA expects it to take this opportunity to show it is now truly independent, to take an objective view of the evidence it receives from all parties, not just the Government, and to make an offer that reflects the value of doctors’ skills and expertise in a global market, and that moves them visibly further along the path to full pay restoration.” The NEU’s general secretary, Daniel Kebede, said teachers’ pay had been cut by more than one-fifth in real terms since 2010. “Along with sky-high workload, the pay cuts have resulted in a devastating recruitment and retention crisis. Teacher shortages across the school system hit pupils and parents too. “A 2.8% increase is likely to be below inflation and behind wage increases in the wider economy. This will only deepen the crisis in education.” In a hint that there could be a return to industrial action he added: “NEU members fought to win the pay increases of 2023 and 2024. “We are putting the Government on notice. Our members care deeply about education and feel the depth of the crisis. This won’t do.” The offer for teachers is the “exact opposite of fixing the foundations” and will result in bigger class sizes and more cuts to the curriculum, Pepe Di’Iasio, general secretary of the Association of School and College Leaders, said: “The inadequacy of the proposed pay award is compounded by the Government’s intention that schools should foot the bill out of their existing allocations. “Given that per-pupil funding will increase on average by less than 1% next year, and the Government’s proposal is for an unfunded 2.8% pay award, it is obvious that this is in fact an announcement of further school cuts.” Paul Whiteman, general secretary at school leaders’ union NAHT, said: This recommendation falls far short of what is needed to restore the competitiveness of the teaching profession, to enable it to retain experienced professionals and attract new talent. Unison head of health Helga Pile said: “The Government has inherited a financial mess from its predecessors, but this is not what NHS workers wanted to hear. “Staff are crucial in turning around the fortunes of the NHS. Improving performance is a key Government pledge, but the pay rise proposed is barely above the cost of living.”Samsung Galaxy S25 series just tipped for price hike in new report — here's what we knowOutdoors: Reichart’s lifetime achievement award highlights outdoors events of 2024
Do you suffer ‘popcorn thinking’ like I’m A Celeb’s Ant? The 9 signs you’re living with hidden ADHDBayer Leverkusen manager Xabi Alonso was critical of his team's poor start in their 5-2 comeback victory over Heidenheim on Saturday. ( More Sports News ) The current Bundesliga champions went two goals down inside the opening 21 minutes at the BayArena, before battling back to hammer their visitors. The teams went in level at half-time, while Patrik Schick completed a hat-trick in the second half to secure their second victory in seven league games. "The first 20 minutes were hard, hard on the pitch and hard mentally," Alonso told a press conference. "They bullied us in midfield. We could not find any good situations. "We then managed to find better solutions after the break, and we were more stable. That was the key to the better second half." It was perfect. pic.twitter.com/j6ZW9vKm81 Leverkusen are fourth in the Bundesliga, nine points behind league leaders Bayern Munich. They improved significantly after Heidenheim forward Marvin Pieringer was taken off injured in the 28th minute, having suffered due to his pace prior to that. "We had a bit of a doubt at the start, it was too hectic, we were too nervous," he added. "We could relax a bit during the break, and then we saw a much better second half, with more control and more stability. Mentally, we were much better." Aside from their poor start, Alonso singled out Schick in particular for praise after the game, with his perfect hat-trick having helped win the match for the hosts. Schick has now scored 3+ goals in a Bundesliga game on three occasions for Leverkusen - only Ulf Kirsten (seven) has done so more times for the club. "It was a perfect hat-trick. It is so important for a striker to get into this rhythm, to have that feeling and with us having a lot of matches during this time," said Alonso.Silicon Valley and the California GOP should unite to save California
Appfolio CEO William Shane Trigg sells $1.09 million in stock
MADISON, Wis. (AP) — Wisconsin public worker and teachers unions scored a major legal victory Monday with a ruling that restores collective bargaining rights they lost under a 2011 state law that sparked weeks of protests and made the state the center of the national battle over union rights. That law, known as Act 10, effectively ended the ability of most public employees to bargain for wage increases and other issues, and forced them to pay more for health insurance and retirement benefits. Under the ruling by Dane County Circuit Judge Jacob Frost, all public sector workers who lost their collective bargaining power would have it restored to what was in place prior to 2011. They would be treated the same as the police, firefighter and other public safety unions that were exempted under the law. Republicans vowed to immediately appeal the ruling, which ultimately is likely to go before the Wisconsin Supreme Court. That only amplifies the importance of the April election that will determine whether the court remains controlled 4-3 by liberal justices. Former Gov. Scott Walker, who proposed the law that catapulted him onto the national political stage, decried the ruling in a post on the social media platform X as “brazen political activism.” He said it makes the state Supreme Court election “that much more important.” Supporters of the law have said it provided local governments more control over workers and the powers they needed to cut costs. Repealing the law, which allowed schools and local governments to raise money through higher employee contributions for benefits, would bankrupt those entities, backers of Act 10 have argued. Democratic opponents argue that the law has hurt schools and other government agencies by taking away the ability of employees to collectively bargain for their pay and working conditions. Union leaders were overjoyed with the ruling, which affects tens of thousands of public employees. “We realize there may still be a fight ahead of us in the courts, but make no mistake, we’re ready to keep fighting until we all have a seat at the table again,” said Ben Gruber, a conservation warden and president of AFSCME Local 1215. The law was proposed by Walker and enacted by the Republican-controlled Legislature in spite of massive protests that went on for weeks and drew as many as 100,000 people to the Capitol. The law has withstood numerous legal challenges over the years, but this was the first brought since the Wisconsin Supreme Court flipped to liberal control in 2023. The seven unions and three union leaders that brought the lawsuit argued that the law should be struck down because it creates unconstitutional exemptions for firefighters and other public safety workers. Attorneys for the Legislature and state agencies countered that the exemptions are legal, have already been upheld by other courts, and that the case should be dismissed. But Frost sided with the unions in July, saying the law violates equal protection guarantees in the Wisconsin Constitution by dividing public employees into “general” and “public safety” employees. He ruled that general employee unions, like those representing teachers, can not be treated differently from public safety unions that were exempt from the law. His ruling Monday delineated the dozens of specific provisions in the law that must be struck. Wisconsin Republican Assembly Speaker Robin Vos said he looked forward to appealing the ruling. “This lawsuit came more than a decade after Act 10 became law and after many courts rejected the same meritless legal challenges,” Vos said in a statement. Wisconsin Manufacturers and Commerce, the state's largest business lobbying organization, also decried the ruling. WMC President Kurt Bauer called Act 10 “a critical tool for policymakers and elected officials to balance budgets and find taxpayer savings." The Legislature said in court filings that arguments made in the current case were rejected in 2014 by the state Supreme Court. The only change since that ruling is the makeup of Wisconsin Supreme Court, attorneys for the Legislature argued. The Act 10 law effectively ended collective bargaining for most public unions by allowing them to bargain solely over base wage increases no greater than inflation. It also disallowed the automatic withdrawal of union dues, required annual recertification votes for unions, and forced public workers to pay more for health insurance and retirement benefits. The law was the signature legislative achievement of Walker, who was targeted for a recall election he won. Walker used his fights with unions to mount an unsuccessful presidential run in 2016. Frost, the judge who issued Monday's ruling, appeared to have signed the petition to recall Walker from office. None of the attorneys sought his removal from the case and he did not step down. Frost was appointed to the bench by Democratic Gov. Tony Evers, who signed the Walker recall petition. The law has also led to a dramatic decrease in union membership across the state. The nonpartisan Wisconsin Policy Forum said in a 2022 analysis that since 2000, Wisconsin had the largest decline in the proportion of its workforce that is unionized. In 2015, the GOP-controlled Wisconsin Legislature approved a right-to-work law that limited the power of private-sector unions. Public sector unions that brought the lawsuit are the Abbotsford Education Association; the American Federation of State, County and Municipal Employees Locals 47 and 1215; the Beaver Dam Education Association; SEIU Wisconsin; the Teaching Assistants’ Association Local 3220 and the International Brotherhood of Teamsters Local 695.Bears keep GM Ryan Poles in driver's seat for coaching searchAs a participant in multiple affiliate marketing programs, Localish will earn a commission for certain purchases. See full disclaimer below* Whether you're looking to upgrade your next movie night setup or hoping to game with higher-quality graphics, Cyber Monday is a great time to get the best TVs for a lower price. We rounded up some of the biggest sales going on right now to help you save on your next TV purchase. Best Cyber Monday TV deals for 2024 Insignia 32-inch Fire TV $69.99 $129.99 This TV is a great option for your living room, bedroom or office. 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Julia Bradbury said she has become more focused on her health than she has ever been after “death looked her in the eyes”. The 54-year-old TV presenter revealed in 2021 that she had been diagnosed with breast cancer and later underwent a mastectomy during which her breast plus two lymph glands were removed before reconstruction took place. Bradbury has since stopped drinking alcohol and has changed the priorities in her life, but revealed she has received some pushback on social media from sharing her approach. She told The Times Weekend magazine: “I wasn’t close to death, but death looked me in the eyes. So I am more focused on my health than I ever have been. “I don’t drink, I eat a healthy diet and exercise every day. “When I came home from my mastectomy, I promised I would spend time outside every day, and that is my mantra, however poor it might be in this shitty winter.” Bradbury, who has since been given the all-clear, said a doctor recently helped her reframe how she utilises her energy. She recalled: “He said, ‘This drive that you have – you’re running on a credit card. You can push through all sorts of things. But is that the best thing for you?’. “I realised you don’t have to win every race. You don’t have to overcome everything. I don’t want to max out the credit card.” The presenter previously discussed her experience in an ITV documentary, Julia Bradbury: Breast Cancer And Me, which followed her as she came to terms with her diagnosis and prepared to undergo her single mastectomy. She also regularly shares her wellness and fitness tips with her more than 270,000 Instagram followers. However, she revealed she has had pushback from people saying, “I was healthy, I go to the gym, I got cancer, and now its metastasised and I’ve got secondary cancer. So are you blaming me for my illness?”. Responding to the accusations, she added: “No. All I’m saying is, this is what I went through. It was a wake-up call, and it made me look at life differently. “It made me prioritise my sleep, emotional health, and give more time to my loved ones. “If I drink more than four units of alcohol a week, my risk of reoccurrence goes up by 28%. But people find me giving up drinking infuriating.” Bradbury, who has a 13-year-old son Zephyr, and nine-year-old twins Xanthe and Zena, said having children later in life has caused her to not be as “patient” as she feels she should be at times after becoming more set in her own ways. “People think that after you’ve got a cancer diagnosis, you become this beautiful angel with a halo, and a super mum and do everything right”, she added. “But no, you make the same mistakes. I lose my temper, and I can hear myself saying things that I can’t believe I’m saying. “None of us know what we’re doing, really. We’re just doing our best. I know they do have lots of love. They are told that they’re loved every day.”