Sports broadcaster's wife suffers unimaginable tragedy just before he goes on air Bethany MaGee's family issue heartbreaking statement about her injuries after devout Christian, 26, was set ablaze'by 72-time arrestee' on Chicago train Couple left red-faced after buying $25K'dirt alley' at auction thinking it was bargain San Francisco home LIZ JONES: Sorry, but it's now time for Kate to stop making excuses Troubled 350lb son of Hollywood icon is forced to humiliating new low... as his movie star brother luxuriates in $7m Montecito mansion Ina Garten, 77, vulnerably addresses her decision not to have children: 'I can't imagine my life any other way' Doctors appalled by North West's new body modification warn parents to stop children from chasing the dangerous fad Alex appeared to have the dream Manhattan mom life. But she was hiding a dark secret... and it almost killed her Shocking extent America has turned on ICE is revealed as Joe Rogan breaks from conservatives still cheering Trump's army of masked men Sir Richard Branson's wife Joan dies: 'Heartbroken' Virgin tycoon pays tribute to his'best friend' after she passed away Trump gives Thanksgiving turkeys scathing nicknames and calls Pritzker a'fat slob' in fiery White House holiday speech How to tell if a man is using'therapy speak' to manipulate you: If he says any of these 15 toxic phrases, run for the hills... I'll tell you what he REALLY means: JANA HOCKING I know why Usha Vance ditched her wedding ring. Most women would do the same if they'd suffered her humiliation: KENNEDY As many as 172 black bears are at risk of death in Florida after a judge approved the first hunt in a decade. Leon County Circuit Judge Angela Dempsey rejected a request from Bear Warriors United, a Central Florida-based nonprofit, to halt this year's hunt, saying the group had failed to show a'substantial likelihood of success on the merits' in its lawsuit. The hunt is scheduled for December 6 through 28 on lands outside the wildlife management area system.

Lavish new Broadway show closes prematurely... after its A-List star hailed Charlie Kirk in wake of his assassination Tourists warned against visiting 8 popular destinations in 2026 - including European hotspot where locals don't want you I know why Usha Vance ditched her wedding ring. Most women would do the same if they'd suffered her humiliation: KENNEDY Troubled 350lb son of Hollywood icon is forced to humiliating new low... as his movie star brother luxuriates in $7m Montecito mansion Alex appeared to have the dream Manhattan mom life. But she was hiding a dark secret... and it almost killed her Dick's Sporting Goods announces closures with hundreds of Foot Locker stores at risk Billionaire family posts VERY unusual obituary after heir, 40, met violent end at $2.8m hunting lodge following marriage scandal I drink water constantly but have terrible dry mouth. DR KAYE reveals the simple solution to get rid of the problem for good... and the serious immune condition it could be hiding Anna Wintour breaks her silence on Jeff Bezos and Lauren Sanchez sponsoring next year's Met Gala Fury as'biological male' wins World's Strongest Woman event in Texas... as rivals say they had no idea of athlete's background Alleged sex abuse, gay slurs and that'stoned' family dinner: Full details of the explosive feud tearing Richard Dreyfuss and his children apart Visa-dodger from Finland finally gets her just desserts as ICE boots her from American after shocking attack on BABY, mom, and dog'Ponce' World's coolest streets revealed - as two UK high streets make the top 31 Trump's losing control... MAGA's imploding... and White House insiders tell me why they're REALLY worried: ANDREW NEIL Meghan Markle slammed for risky kitchen blunder while promoting As Ever: 'No one lives like this' Multiple ground stops and delays at America's busiest airports are beginning to upend the chaotic Thanksgiving travel week. Due to thunderstorms from a coast-to-coast weather system moving across the US, all flights departing from Hartsfield-Jackson Atlanta International Airport have been delayed by an average of 30 minutes.

Lavish new Broadway show closes prematurely... after its A-List star hailed Charlie Kirk in wake of his assassination Tourists warned against visiting 8 popular destinations in 2026 - including European hotspot where locals don't want you I know why Usha Vance ditched her wedding ring. Most women would do the same if they'd suffered her humiliation: KENNEDY Troubled 350lb son of Hollywood icon is forced to humiliating new low... as his movie star brother luxuriates in $7m Montecito mansion Alex appeared to have the dream Manhattan mom life. But she was hiding a dark secret... and it almost killed her Dick's Sporting Goods announces closures with hundreds of Foot Locker stores at risk Billionaire family posts VERY unusual obituary after heir, 40, met violent end at $2.8m hunting lodge following marriage scandal I drink water constantly but have terrible dry mouth. DR KAYE reveals the simple solution to get rid of the problem for good... and the serious immune condition it could be hiding Anna Wintour breaks her silence on Jeff Bezos and Lauren Sanchez sponsoring next year's Met Gala Fury as'biological male' wins World's Strongest Woman event in Texas... as rivals say they had no idea of athlete's background Alleged sex abuse, gay slurs and that'stoned' family dinner: Full details of the explosive feud tearing Richard Dreyfuss and his children apart Visa-dodger from Finland finally gets her just desserts as ICE boots her from American after shocking attack on BABY, mom, and dog'Ponce' World's coolest streets revealed - as two UK high streets make the top 31 Trump's losing control... MAGA's imploding... and White House insiders tell me why they're REALLY worried: ANDREW NEIL Meghan Markle slammed for risky kitchen blunder while promoting As Ever: 'No one lives like this' A new study has shed light on incels, and exactly why some men are more likely to become women-hating recluses. Psychologists in Spain conducted a review of scientific studies about incels - the growing online subculture of'involuntarily celibates'.

EU and US unshackle regulations in quest for growth, and is the AI bubble about to burst? In tech, the European Union is deregulating artificial intelligence; the United States is going even further. The AI bubble has not popped, thanks to Nvidia's astronomical quarterly earnings, but fears persist. And Meta has avoided a breakup for a similar reason as Google. The hundreds of billions of dollars being spent on AI are overwhelming Europe's commitment to digital privacy and stringent tech regulation.

'Guerilla' liberals form a'Fight Club' to oust Schumer after walking right into Trump's Oval Office trap Billionaire family posts VERY unusual obituary after heir, 40, met violent end at $2.8m hunting lodge following marriage scandal I know why Usha Vance ditched her wedding ring. Most women would do the same if they'd suffered her humiliation: KENNEDY'Canceled' comedian Louis CK devours Hollywood legend's widow on streets of NYC as steamy romance is revealed Troubled 350lbs son of Hollywood icon is forced to humiliating new low... as his movie star brother luxuriates in $7m Montecito mansion'Dementia gene' now linked to another devastating neurological disease, study shows Trump's losing control... MAGA's imploding... and White House insiders tell me why they're REALLY worried: ANDREW NEIL Tourists warned against visiting 8 popular destinations in 2026 - including European hotspot where locals don't want you Dawson's Creek star James Van Der Beek looks healthy in new social media video as his wife gushes'he's bouncing back' amid cancer battle Her moving videos about the handsome boyfriend who ghosted her went viral and catapulted her to overnight fame. Anna Kepner's grim cause of death aboard Carnival cruise ship confirmed, as homicide investigation continues Brigitte Bardot, 91, is rushed to hospital again as she battles a'serious illness' after undergoing surgery One of America's best-known billionaire's secret thoughts about Trump's state of mind revealed World's coolest streets revealed - as two UK high streets make the top 31 Disney brings Olaf to life! AI-powered snowman robot can walk and talk just like the Frozen character - as delighted fans say'it's like he jumped right off the screen' READ MORE: Inventor is forced to cut robot open to prove there's no-one inside Disney has brought one of its most legendary characters to life - and he's seriously worth melting for. Measuring just three feet (one metre) tall, Olaf the robot can walk and talk just like the delightful eternally optimistic snowman from the Frozen movies.

'Guerilla' liberals form a'Fight Club' to oust Schumer after walking right into Trump's Oval Office trap Billionaire family posts VERY unusual obituary after heir, 40, met violent end at $2.8m hunting lodge following marriage scandal I know why Usha Vance ditched her wedding ring. Most women would do the same if they'd suffered her humiliation: KENNEDY'Canceled' comedian Louis C.K. devours Hollywood legend's widow on streets of NYC as steamy romance is revealed Troubled 350lbs son of Hollywood icon is forced to humiliating new low... as his movie star brother luxuriates in $7m Montecito mansion Brigitte Bardot, 91, is rushed to hospital again as she battles a'serious illness' after undergoing surgery'Dementia gene' now linked to another devastating neurological disease, study shows Trump's losing control... MAGA's imploding... and White House insiders tell me why they're REALLY worried: ANDREW NEIL Anna Kepner's grim cause of death aboard Carnival cruise ship confirmed, as homicide investigation continues Dawson's Creek star James Van Der Beek looks healthy in new social media video as his wife gushes'he's bouncing back' amid cancer battle Her moving videos about the handsome boyfriend who ghosted her went viral and catapulted her to overnight fame. Pam Bondi's furious response after beauty queen prosecutor who upstaged her has Comey and James indictments thrown out by judge Google Maps blunder turns tiny village into shortcut route, causing it to be'bombarded' by lorries that are damaging people's Grade II-listed homes READ MORE: Scientists issue warning over mind-altering'brain weapons' There are five key stages of the human brain, a new study has revealed. Researchers from the University of Cambridge compared brain scans of 3,802 people aged between 0 and 90. Their analysis revealed that the average human life is split up by four pivotal'turning points' between five key stages - childhood, adolescence, adulthood, early ageing, and late ageing.

The brain goes through five distinct phases in life, with key turning points at ages nine, 32, 66 and 83, scientists have revealed. Around 4,000 people up to the age of 90 had scans to reveal the connections between their brain cells. Researchers at the University of Cambridge showed that the brain stays in the adolescent phase until our early thirties when we peak. They say the results could help us understand why the risk of mental health disorders and dementia varies through life. The brain is constantly changing in response to new knowledge and experience - but the research shows this is not one smooth pattern from birth to death.

Scaling laws describe how learning performance improves with data, compute, or training time, and have become a central theme in modern deep learning. We study this phenomenon in a canonical nonlinear model: phase retrieval with anisotropic Gaussian inputs whose covariance spectrum follows a power law. Unlike the isotropic case, where dynamics collapse to a two-dimensional system, anisotropy yields a qualitatively new regime in which an infinite hierarchy of coupled equations governs the evolution of the summary statistics. We develop a tractable reduction that reveals a three-phase trajectory: (i) fast escape from low alignment, (ii) slow convergence of the summary statistics, and (iii) spectral-tail learning in low-variance directions. From this decomposition, we derive explicit scaling laws for the mean-squared error, showing how spectral decay dictates convergence times and error curves. Experiments confirm the predicted phases and exponents. These results provide the first rigorous characterization of scaling laws in nonlinear regression with anisotropic data, highlighting how anisotropy reshapes learning dynamics.

Clinical and genomic models are both used to predict breast cancer outcomes, but they are often combined using simple linear rules that do not account for how their risk scores relate, especially at the extremes. Using the METABRIC breast cancer cohort, we studied whether directly modeling the joint relationship between clinical and genomic machine learning risk scores could improve risk stratification for 5-year cancer-specific mortality. We created a binary 5-year cancer-death outcome and defined two sets of predictors: a clinical set (demographic, tumor, and treatment variables) and a genomic set (gene-expression $z$-scores). We trained several supervised classifiers, such as Random Forest and XGBoost, and used 5-fold cross-validated predicted probabilities as unbiased risk scores. These scores were converted to pseudo-observations on $(0,1)^2$ to fit Gaussian, Clayton, and Gumbel copulas. Clinical models showed good discrimination (AUC 0.783), while genomic models had moderate performance (AUC 0.681). The joint distribution was best captured by a Gaussian copula (bootstrap $p=0.997$), which suggests a symmetric, moderately strong positive relationship. When we grouped patients based on this relationship, Kaplan-Meier curves showed clear differences: patients who were high-risk in both clinical and genomic scores had much poorer survival than those high-risk in only one set. These results show that copula-based fusion works in real-world cohorts and that considering dependencies between scores can better identify patient subgroups with the worst prognosis.

Indoor localization systems commonly rely on fingerprinting, which requires extensive survey efforts to obtain location-tagged signal data, limiting their real-world deployability. Recent approaches that attempt to reduce this overhead either suffer from low representation ability, mode collapse issues, or require the effort of collecting data at all target locations. We present LocaGen, a novel spatial augmentation framework that significantly reduces fingerprinting overhead by generating high-quality synthetic data at completely unseen locations. LocaGen leverages a conditional diffusion model guided by a novel spatially aware optimization strategy to synthesize realistic fingerprints at unseen locations using only a subset of seen locations. To further improve our diffusion model performance, LocaGen augments seen location data based on domain-specific heuristics and strategically selects the seen and unseen locations using a novel density-based approach that ensures robust coverage. Our extensive evaluation on a real-world WiFi fingerprinting dataset shows that LocaGen maintains the same localization accuracy even with 30% of the locations unseen and achieves up to 28% improvement in accuracy over state-of-the-art augmentation methods.