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The Lead Microsoft has launched ASSERT, an open-source framework designed to make evaluating application-specific AI behavior easier. The framework uses AI to turn natural-language descriptions of goals, policies, or intended behaviors into thorough, scored tests. How ASSERT Works ASSERT takes plain-language descriptions of an AI model's expected behavior and policies, turns them into a structured set of acceptable and unacceptable behaviors, generates problem scenarios and test cases, runs them against the target system, and scores the results. It can also record the paths the AI system takes, including intermediate actions and tool calls, allowing developers to inspect where failures happen. The Data Analysis By providing system context, tools, and constraints, developers can further customize what the evaluations cover. For instance, a developer could specify that a document research AI agent shouldn't send emails to people outside the company and should limit confidential information to C-level executives. ASSERT will use those rules to generate test cases that check whether the system follows those rules on an ongoing basis. The Impact Analysis Sarah Bird, chief product officer of Responsible AI at Microsoft, emphasized the importance of evaluations in making good decisions. 'If you don't understand the behavior of the AI system, it's really hard to know if it's meeting your organization's bar,' she said. ASSERT fills a gap that broader, more general evaluations cannot when AI models are intended to behave in a manner shaped by an application's context, policies, and tools. The Prediction The release of ASSERT comes amidst a broader shift in the AI industry towards repeatable testing and regression checks. As models grow more capable, researchers are focusing on evaluating systems when they're being built, after deployment, and even for continuous monitoring. With ASSERT, Microsoft aims to provide a tool that can be used throughout the AI development lifecycle to ensure trustworthy systems.

The Search for Glasner's SuccessorCrystal Palace is moving swiftly to secure a high-caliber replacement after Oliver Glasner departed as the club's most successful manager. The Eagles initially targeted Andoni Iraola, but the former Bournemouth manager is currently in discussions with Liverpool to succeed Arne Slot. Another prominent candidate, Frank Lampard, was ruled out due to a steep £5m compensation package demanded by Coventry City, whom Lampard recently led to Premier League promotion.Sage's Remarkable Turnaround at LensPierre Sage has emerged as the leading candidate due to his extraordinary track record in France. His recent managerial data highlights a significant upward trajectory:Inherited a Lens side that finished 8th in Ligue 1.Transformed them into title contenders, finishing just six points behind Paris Saint-Germain.Secured domestic silverware by winning the Coupe de France.Despite a mixed stint at Lyon that ended in his dismissal in January 2025, his immediate resurgence with Lens has convinced the Palace hierarchy of his tactical capabilities.A High-Pressure Transition at Selhurst ParkThe incoming manager will face massive shoes to fill. Glasner leaves Selhurst Park having delivered the club's first major honors, adding a Conference League victory last week to last season's FA Cup triumph. Glasner penned an open farewell letter to the fans, stating it was a privilege to manage the club and highlighting that Palace had proven they can fight against the very best teams at home and across the continent.Finalizing the Deal and Looking AheadWith Sage understood to be highly keen on the Premier League move, negotiations are expected to conclude smoothly without major hurdles. Palace will want the deal struck rapidly to allow the French tactician ample time to assess his inherited squad and implement his philosophy ahead of a demanding new season that will include European competition.

A Critical Portrait of George MichaelIn 1998, George Michael was arrested for public lewdness in an LA lavatory, an incident that finally led the singer to publicly come out. The following day, Sathnam Sanghera found himself unable to leave his room at university: the doorway had been mockingly plastered with tabloid newspaper headlines – "ZIP ME UP BEFORE YOU GO-GO!" – by fellow students aware of his longstanding fandom. As a writer, Sanghera is best known for a series of award-winning books on the British empire, which he calls his "specialist subject". Judging by Tonight the Music Seems So Loud – not a biography so much as a miscellany, a set of themed essays that tend to digress in all kinds of intriguing directions – the life and work of one Georgios Panayiotou runs imperialism and its legacy a very close second.The Complex Legacy of a Pop IconIt is an unashamedly partisan book, although not an uncritical one. Sanghera is as alive to Michael's personal and professional failings (whether the naffness of some of his early work as one half of Wham! or his high-handed treatment of the duo's other half, Andrew Ridgeley) as he is in love with his artistic triumphs. These, of course, range from Careless Whisper and Wham!'s annually inescapable Last Christmas to the 1996 solo masterpiece Older, a peculiar and peculiarly effective cocktail of raw grief at the Aids-related death of his lover Anselmo Feleppa and unrepentant horniness.The Evolution of Critical ReceptionSanghera's love for his subject is evidently sharpened by the opprobrium of others. Indeed if the book has a flaw, it's that the author is old enough to remember an era when George Michael was deemed insufferably uncool by some arbiters of taste (incredibly, when Wham! performed at a 1984 benefit show for striking miners, the only mainstream pop act to show support for the cause, they were received stone-faced by the audience and savaged by the music press for their trouble), and thus has a tendency to underestimate how much both he and his music have been critically re-evaluated in the 21st century.The Artistic Journey of George MichaelHe says one of the spurs to write the book was his belief that "most truly popular music is not generally deemed worthy of serious analysis and George Michael's music most certainly is not". That might have been true once, but certainly not of late: when he died, this newspaper alone ran six features by critics analysing different aspects of his music. "He sang so exquisitely about the marrow of life, about the vital, corporeal things", wrote one, which definitely doesn't amount to taking George Michael insufficiently seriously.double quotation markEven as he skinned up in front of journalists and discussed his drug use and sex life, he was concealing the extent of the addictions that eventually killed himFamily Background and Cultural IdentitySanghera is very good on the climate of homophobia in the 80s, which might have given any gay public figure serious qualms about coming out, and fascinating on Michael's family background: how growing up embedded in north London's Greek Cypriot community impacted on everything from Wham!'s image – not camp, Sanghera suggests, but "the vision of two children of immigrants imagining a kind of glamour they had not actually experienced before" – to his work ethic and control freakery. His dad made good in England by working exceptionally hard, running such a tight ship at his restaurant that he summarily fired his only son for messing up the drinks orders. The fact that the same son went on to hire 12 different saxophonists before finding one that could play the solo on Careless Whisper to his satisfaction doesn't come as a huge surprise.The Perfectionist and Contradictory ArtistThis my-way-or-the-highway perfectionism could yield hugely impressive results – Careless Whisper's sax hook may well be the most famous in pop history – but it could equally lead to intransigence and self-sabotage. Michael worked incredibly hard to transform himself from a member of a teen pop band into a more adult-facing solo artist, but having sold a staggering 25m copies of his 1987 solo debut Faith, he refused to promote its follow-up Listen Without Prejudice Vol. 1, or even make videos for its singles: a better album than its predecessor, it achieved only a fraction of its sales as a result. It was evidence of a deeply contradictory nature that occasionally has Sanghera throwing up his hands in bewilderment.The Public and Private Faces of George MichaelMichael was a polymath, keen to be duly credited as the sole singer, writer, producer and musician on a succession of tracks, but also had a weird habit of talking down his abilities, claiming he couldn't play instruments he was perfectly capable of playing. He was a Stakhanovite who increasingly worked at an agonisingly glacial pace, endlessly fussing over details, a state of affairs not much helped by his gargantuan appetite for marijuana: coupled with bouts of writers' block, it meant he released only six albums of original material in a career that lasted 34 years. He was a Labour voter, booster of the NHS and famously generous philanthropist who also engaged in tax avoidance. After being publicly outed, he became a notoriously frank interviewee ("as if nothing can embarrass him anymore" the Guardian's Simon Hattenstone suggested when he met him in 2009). But even as he skinned up in front of journalists and freely discussed his drug use and sex life, he was concealing the extent of the addictions that eventually killed him.The Decline and Final YearsMichael emerges as a messy, unpredictable but ultimately hugely likable figure, which makes the essay about his demise particularly tough reading. Listed starkly on the page, the facts of his final 10 years make it obvious that he was a deeply unwell man whose life had spun wildly out of control: drug busts, medical emergencies, visits to rehab, rumours of breakdowns and suicide bids and seven incidents in which he either crashed his car or was found comatose at the wheel.The Professional Mask of Personal StruggleThat it somehow didn't appear obvious at the time – that his death at 53 felt like a shock rather than a grim inevitability – seems remarkable, but as Sanghera points out, Michael's professionalism did a lot to paper over the cracks. He was always available to the media and always smart, funny and self-effacing: to use a modern turn of phrase, he controlled the narrative. He was punctilious about his appearance – the star certainly never looked like an ailing drug addict – and unfailingly superb onstage.The Hidden Realities Behind the FameBehind the scenes, it was a different story. He struggled to make new music: at one juncture he booked six months of recording sessions but never turned up to the studio once. His once-acute commercial instincts seemed to desert him: even Sanghera can't muster much enthusiasm for the handful of still-unreleased songs he completed in his final years. He cut off close friends and family who tried to intervene. No one who knew him seems to have been particularly surprised by his death: the list of adjectives used to describe him on his official website now includes not just "icon" "legend" "soul singer" and "philanthropist" but "addict" "repeat offender" and "depressive".An Imagined Alternative LegacyAs the book draws to a close, Sanghera offers a heartbreaking alternative history. He imagines Michael conquering his addictions, coming to a complete accommodation with his musical past (to the end of his life, he was dismissive of Wham!, describing their oeuvre as an exercise in "ignoring my own intelligence" and declining to play most of their hits live) and headlining Glastonbury, "getting pleasure from the audience reaction to Club Tropicana".The Enduring Power of George Michael's MusicIt's affecting because you can imagine it so vividly: the endless succession of hits that anyone with even a passing interest in pop music knows, the pandemonium in the crowd when he breaks out Careless Whisper, the encore of Freedom '90. You don't have to be a fan on Sanghera's level to understand what a triumph it would have been. Tonight the Music Seems So Loud: The Meaning of George Michael by Sathnam Sanghera is published by Picador (£22). To support the Guardian, buy a copy at guardianbookshop.com. Delivery charges may apply.

Executive Summary of NSW’s First Statewide Dolphin CensusOn a Saturday morning, over 500 volunteers gathered on cliffs, lookouts and boats to count every dolphin they saw for at least 15 minutes, marking the launch of New South Wales’ first statewide dolphin census. Citizen Scientists Capture Dolphin Populations Along the NSW CoastParticipants used binoculars, drones, kayaks and boats to locate pods, photographing dorsal fins that act like fingerprints. Dr Elizabeth Hawkins, chief executive of Dolphin Research Australia, guided crews in coaxing dolphins for clear shots, noting pods of 14 and 11 individuals, including juveniles and a neonate. Volunteer Participation Numbers and Training ReachMore than 500 people registered and completed a one‑hour online training module.Volunteers camped at coastal lookouts, flew drones, or entered the water to observe.Estimates suggest 400‑500 dolphins inhabit the Byron Bay area alone, though the total along the NSW coastline remains unknown.NSW hosts 19 dolphin and small‑whale species, including seasonal visitors such as orcas and short‑beaked common dolphins. Why the Census Matters for Marine Health and PolicyThe data will fill critical gaps about dolphin distribution, health and habitat use, informing the NSW government’s Marine Estate Management Strategy. Dolphins serve as “canaries in the coal mine”; their wellbeing signals broader ecosystem health. Identified threats include emerging diseases, runoff pollution, fishing impacts and the overarching risk of climate change. Future Outlook: Annual Censuses and Community StewardshipResults will take about a month to collate, and the program is slated for repeat surveys in coming years. Continued public involvement aims to turn coastal residents into stewards who can recognise individual dolphins, monitor changes, and alert authorities before declines become irreversible.

The Power of Television in Understanding Dementia A longtime fan of Jilly Cooper's works, the author was drawn to the TV adaptation of Rivals, enjoying its lighthearted moments and memorable characters. However, one scene stood out to them - a character named Charles Fairburn reuniting with his partner and sharing the joy of his mother recognizing him despite her dementia. A Personal Connection to Dementia The author's mother was diagnosed with Alzheimer's disease in January 2025, and they struggled to cope with the changes in her behavior and cognitive function. They recall filling out assessment forms for the memory clinic, noting changes in her daily habits and interactions. The author admits to feeling overwhelmed, snappy, and enraged during this period, finding solace only in watching TV. A Moment of Connection The scene from Rivals resonated deeply with the author, who realized that their happiness is closely tied to their mother's wellbeing. They began to seek moments of connection with their mother, whether it's discussing daily life, sharing laughter, or simply being together. These interactions bring the author joy, relaxation, and a sense of normalcy. The Impact of Dementia on Relationships The author's experience highlights the challenges of caring for a loved one with dementia. They note that their mother's orientation to people she has always known is still intact, but she struggles to recognize new individuals, including carers she sees daily. The author emphasizes the importance of finding ways to connect with loved ones with dementia, even in the face of cognitive decline. A Call to Share Experiences The article concludes with a call to action, inviting readers to share their own experiences of how popular culture has prompted them to make significant life changes. The Guardian provides a form for readers to submit their stories, which can be anonymous if desired.

The Lead: A Questionable Football AutobiographyIn the lead-up to the upcoming World Cup, FIFA President Gianni Infantino released his autobiography 'Forward – The Revolution of Football.' Rather than providing insight into football's future, the book has been met with criticism for being more of a self-promotional mission statement filled with name-dropping and flattering descriptions of world leaders, offering little substantive analysis of the sport itself.The Book's Self-Promotional NatureInfantino's book, published in-house and written by Alessandro Alciato, reads less like a traditional biography and more like an internal directive or alibi. The reviewer notes that despite being described as an 'anecdote-based biography,' the text lacks journalistic detachment, with the author comparing Infantino to both Albert Einstein and Leonardo da Vinci in the introduction. The format is unusual, with text presented in random gobbets resembling biblical verses, and contains excessive references to magic, including repeated mentions of the 'magic ball' that the author claims to play with daily in his office.The FIFA President's ImageThe book reveals much about how Infantino wishes to be perceived rather than providing genuine insight. The cover shows him in a dark suit, white shirt, and clip mic, arms spread in a gesture of 'healing, benevolence, love,' resembling 'a man addressing from the bridge of his personal asteroid of hope.' Throughout the text, Infantino positions himself as a savior figure who single-handedly fought for women's rights in Iran (taking selfies with female spectators) and saved the world from COVID-19 and racism. The numerous photographs in the book, particularly one with Cristiano Ronaldo, show Infantino with 'strangely flat and haunted eyes,' suggesting a man who 'literally cannot believe what is happening to him.'The World Cup ContextPublished just before a 'morally and geographically labyrinthine World Cup,' the book arrives as the closest thing to a guide or press conference from FIFA. However, rather than providing clarity, the book's strange energy and incoherent ramblings leave readers with more questions than answers. The chapter titled 'A Clean Slate,' which promises to address how Infantino rid FIFA of corruption, is disappointingly brief at just four pages, focusing mainly on his decision not to remove Sepp Blatter's old wall safe and his anger about spending on the FIFA museum.The Literary CritiqueFrom a literary perspective, the book falls short of expectations. The reviewer notes that after an interesting anecdote about Infantino's childhood collecting scrap metal on trains, the content becomes increasingly tedious. The book contains incredibly boring travel anecdotes, including a game of football against 40 North Korean children and self-congratulatory stories about how football legends like Diego Maradona changed their tune about FIFA leadership during his tenure. The writing style is described as reading like 'a series of voice notes intoned into the bathroom mirror via a piece of software called dictatorblather.app,' with the text sliding over itself in a display of what the reviewer identifies as 'cognitive dissonance.' Ultimately, the book fails to provide the coherent narrative or genuine insight one would expect from the leader of world football.

The Digital Transformation of Hajj The Hajj, one of the world's largest religious gatherings, is undergoing a significant transformation with the integration of technology. This shift is aimed at improving the overall experience for pilgrims, enhancing safety, and streamlining the management of the event. Technological Innovations at Hajj Mobile apps for navigation and information Digital payment systems for seamless transactions Advanced crowd management and surveillance systems Virtual reality experiences for pilgrims The Impact on Pilgrims and Management The incorporation of technology has significantly improved the accessibility and convenience of Hajj. Pilgrims can now easily access important information, navigate the holy sites, and perform rituals with greater ease. Additionally, technology has enabled authorities to manage the large crowds more effectively, enhancing safety and security. The Future of Hajj and Technology As technology continues to evolve, it is expected that Hajj will see even more innovative solutions. Future possibilities include the use of artificial intelligence for better crowd management, augmented reality for enhanced spiritual experiences, and blockchain for secure and transparent transactions. The integration of technology into Hajj is set to continue, making the pilgrimage more efficient, enjoyable, and spiritually fulfilling for pilgrims from around the world.

The Paradox of Diplomacy and DestructionUnited States President Donald Trump has publicly stated that he is close to achieving a 'very good deal' with Iran, yet Washington and Tehran are engaged in a dangerous cycle of military exchanges. This contradiction suggests that while diplomatic channels may be open, the military realities on the ground are actively working against a peaceful resolution.The Weekend's Escalation: Radar and Drone SitesThe latest round of hostilities began with a measured response from the US military. In a post on X, CENTCOM confirmed strikes on Iranian radar and drone sites in the city of Goruk and the island of Qeshm over the weekend. The attacks were a direct response to the shootdown of a US MQ-1 drone operating over international waters. US fighter aircraft swiftly eliminated Iranian air defenses, a ground control station, and two one-way attack drones that posed threats to shipping lanes.Tehran's Retaliatory StrikesIn response to Washington's aggression, the Islamic Revolutionary Guard Corps (IRGC) launched a multi-pronged counterattack. On Monday, the IRGC Aerospace Force targeted the airbase responsible for the attack on a telecommunications tower in southern Iran. While the specific location of the facility remains undisclosed, the IRGC claimed the predicted targets were destroyed.Kuwait: State news agency KUNA reported that air defenses intercepted missile and drone attacks on a major US base in the country.Northern Iraq: A senior official in the Iranian Kurdish party Komala accused the IRGC of striking the party's headquarters in Alana Valley, with the Kurdistan Freedom Party (PAK) also reporting a base hit near Erbil.Since the start of the war on February 28, Tehran has retaliated by striking US military bases in the Gulf, Israel, and Kurdish groups in northern Iraq, accumulating over 81 missiles and drones in these operations.The Strategic Value of the Strait of HormuzA critical factor in this stalemate is the strategic chokepoint of the Strait of Hormuz. Colin Clarke, executive director of the Soufan Center, argues that Iran's control over this waterway represents a more usable and powerful deterrent than nuclear weapons. With approximately 20 percent of the world's oil and liquefied natural gas transiting the strait, Iran's ability to close it with mines and shoulder-fired missiles gives Tehran a form of leverage that carries none of the risks of nuclear escalation.Erosion of Trust in NegotiationsDespite the diplomatic rhetoric, trust between the two nations has eroded significantly. Iran's chief negotiator, Mohammad Bagher Ghalibaf, stated that the country would not agree to a deal that does not secure full Iranian rights, citing a lack of trust in the US. Negar Mortazavi, a senior fellow at the Center for International Policy, described the situation as Iranian sources going to talks with their 'finger on the trigger,' expecting bombs to fall from the sky.Outlook: A Fragile Path to PeaceThe future of the ceasefire remains highly volatile. While Trump has toughened the terms of the proposed deal and sent them back to Tehran, Iran demands tangible results before fulfilling commitments. The recent exchange of fire serves as a stark reminder that the military option remains a constant threat, making the path to a durable agreement perilously narrow.

A Day of Artful ParentingThere's a special magic in introducing young children to the world of art, especially when it happens in the comfort of home. This narrative follows a parent and toddler as they navigate a day filled with creative expression, from building animal houses with colorful magnet tiles to exploring the welcoming spaces of a local gallery.Creating an Artistic Home EnvironmentThe journey begins in the child's bedroom, where walls are adorned with playful prints by artist Moira Frith and a William Nicholson piece of the Velveteen Rabbit. The ceiling features elephant and bee mobiles alongside Japanese paper animal balloons, creating an immersive artistic space that welcomes the child into a world of creativity from the moment they wake up.Morning Art AdventuresThe day commences with art-themed board books featuring Miffy, the little white rabbit, and an interactive color-mixing book. Despite the artistic focus, the toddler's attention naturally shifts to his plastic tractor, demonstrating how children naturally balance different interests. The morning continues with building a house for farm animals using colorful magnet tiles, stacking wooden blocks, and experimenting with stickers on paper.The Gallery ExperienceAfter a brief outdoor chalk-drawing interlude, the parent and child visit the William Morris Gallery, which the child affectionately calls "the gallery." This familiar space offers crayons, blank paper, building blocks, and soft toys—all set against an artistic backdrop. The gallery has become a regular Wednesday destination with the child's grandmother, representing how cultural institutions can be woven into family routines.Art Education for the Very YoungChildren naturally lack hierarchical distinctions about what constitutes art, embracing everything from professional paintings to their own scribbles. This democratic approach to creativity allows for boundless exploration and expression. The article suggests that both home-based art activities and gallery visits play complementary roles in nurturing young artistic sensibilities.Cultivating Future Art EnthusiastsAs the child grows, the parent envisions future art adventures, possibly even a trip to the Miffy Museum in Utrecht for the child's second birthday. This forward-looking perspective suggests that early artistic experiences can blossom into lifelong appreciation of creativity and culture.Resources for Young ArtistsFor parents looking to bring art into their homes, the article recommends several books:Miffy the Artist by Dick Bruna (also Miffy at the Gallery, and Miffy and the Artists)Famous Art to Colour by Susan MeredithThis Book Will Make You an Artist by Ruth Millington