Alexandre Rocha, a French father in Iceland, claims he lost parental rights after opposing his autistic son's sex reassignment, alleging courts prioritized ideology over his rights.

Trump's Iran war death toll climbs to 13 after all crew onboard US refueling plane died in crash Alexander brothers' alleged HIGH SCHOOL rape video: Classmates speak out on sickening footage... as creepy unseen photos are exposed Kylie Jenner's total humiliation in Hollywood: Derogatory rumor leaves her boyfriend's peers'laughing at her' behind her back I've spent 25 years treating patients with autism. This is the truth about the condition that many people don't want to hear: DR MAX PEMBERTON'Comatose' Mojtaba Khamenei'is UNAWARE there is a war on and has no idea he is supreme leader', report says - despite regime issuing his'first statement' Iran-linked cyberattack on US is'first drop of blood' as experts reveal alarming new threat to homeland Pete Hegseth melts down over'fake headlines' on Strait of Hormuz chaos as US hits Iran with'heaviest' day of fire yet Formula One set to CANCEL next month's Bahrain and Saudi Arabia races amid war in the Middle East - leaving a month-long gap in the calendar Trump insiders fear Operation Epic Fury is suddenly at risk over a new threat they're struggling to contain: MARK HALPERIN Pete Hegseth challenges Iran's'wounded and disfigured' new Ayatollah to appear on camera I worked with Carolyn Bessette. This is the'messy' truth about what she was REALLY like in secret. After she met JFK Jr she tried to hide it... but we all knew the nighttime gossip The disturbing truth about the link between alcohol and cancer and whether YOU could be at risk... as the Princess of Wales reveals her relationship with drinking has changed since beating the disease NFL fans left divided as team replace historic logo with'boring' new design as part of franchise rebrand Trump slammed after lifting oil sanctions on Russia as gas prices skyrocket: 'It's a betrayal' Friday the 13th linked to biblical end-times prophecy rooted in Jesus' betrayal Friday the 13th and its reputation of bringing bad luck has been tied to an ancient prophecy of global destruction rooted in the betrayal of Jesus Christ. In an oddity of the modern calendar, Friday the 13th has come again, just one month after arriving on February 13, 2026.

Like many of us, the bugs have been hunkered down waiting for spring to return. CDC/ James Gathany; William L. Nicholson, Ph.D. (left). Breakthroughs, discoveries, and DIY tips sent six days a week. With days to go until the official first day of spring, it was a tale of two winters in the continental United States. Colorado's mountains had record low snow levels, while Salt Lake City and Phoenix were among the cities who had their highest winter temperatures on record .

Jackdaw chicks learn not to sweat the small stuff. Breakthroughs, discoveries, and DIY tips sent six days a week. How do chicks learn safe bird calls from ones that mean possible imminent death? According to new research, jackdaw (two species of bird in the genus) chicks listen to their elders--but there's also an evolutionary instinct at play. In a study recently published in the journal, researchers played the sound of predator calls paired with adult jackdaw alarm calls or the neutral adult jackdaw contact calls to 20 to 30-day-old jackdaw nestlings across 39 wild nests in southwestern England.

Switching to big tech alternatives is easier than you might imagine. Switching to big tech alternatives is easier than you might imagine. T here's not much to love about big tech these days. So many ills can be laid at its door: social media harms, misinformation, polarisation, mining and misuse of personal data, environmental negligence, tax avoidance, the list goes on. Added to which, Silicon Valley's leaders seem all too keen to cosy up to the Trump administration, to shower the president with bribes - sorry, gifts - and remain silent about his worsening political overreach. And that's before we get to the rampant " enshittification ", as the tech writer Cory Doctorow describes it, which means that by design many big tech products have become less useful and more extractive than they were when we originally signed up to them.

The word embedding space in neural models is skewed, and correcting this can improve task performance.

Large language models (LLMs), typically designed as a function of next-word prediction, have excelled across extensive NLP tasks. Despite the generality, next-word prediction is often not an efficient formulation for many of the tasks, demanding an extreme scale of model parameters (10s or 100s of billions) and sometimes yielding suboptimal performance. In practice, it is often desirable to build more efficient models--despite being less versatile, they still apply to a substantial subset of problems, delivering on par or even superior performance with much smaller model sizes.

Regularization is one of the most fundamental topics in optimization, statistics and machine learning.