Tendances Twitter/X en India - Analyses en Temps Réel et Hashtags Tendances

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XLANG NLP Lab released OSWorld 2.0, upgrading from short app interactions to complex workflows averaging 1.6 hours, like finance reports or visa applications across 108 tasks in fields such as healthcare and engineering. Top models like Anthropic's Claude Opus 4.8 reach only 20.6% full success on a 500-step limit, struggling with state tracking, surprises, and the final verification steps that humans handle smoothly. Creator Tao Yu from HKU emphasized the shift from minutes to hours, with all tasks hand-verified by a team of over 20 after 15 months of work; everything is open-sourced on Hugging Face to drive better computer-use agents.

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Imagine an AI tackling a full tax filing or compliance report, just like a human worker. OSWorld 2.0 puts that vision to the test with tasks that stretch hours.

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Western Railway completed a five-day demolition drive starting May 19, reclaiming 5,200 square meters of land worth Rs 600 crore near Bandra East station and Bandra Terminus, with court approval. Around 100 eligible structures were spared for rehabilitation, while crews now pour concrete and erect fencing to prevent re-encroachment and enable sixth line extension for long-distance trains. This addresses safety risks and congestion on a busy corridor, boosting capacity for up to 50 new mail/express services and easing the mix of locals and outstation trains.

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Heavy machinery rolled in, clearing 400-500 unauthorized structures from prime railway tracks amid initial protests from Garib Nagar residents.

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Lancashire Police arrived at Darwen Railway Station around 7:50 a.m. on June 25 for a welfare check on 20-year-old Muhammad Abdalqadir, seizing a knife during a physical altercation with no public injuries reported. He faces charges of possessing a bladed article and assaulting officers, remaining in custody ahead of court. The incident, in a town with a 35% Muslim population, prompted online talk of immigration and policing, though officials stress it was not an active threat and highlight UK knife crime trends with over 50,000 offenses last year.

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Officers responded to erratic behavior at a quiet railway station footbridge, tackling a young man and disarming him amid shouts of 'I can't breathe' and 'These people have to pay.' Bystander video captured the tense struggle.

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On April 24 evening in Surat's Althan area, 39-year-old Aziz Shaikh allegedly followed and harassed a Class 10 girl returning from coaching classes on her moped. Locals caught him, thrashed him, and handed him over; police filed charges under sexual harassment, stalking, and POCSO Act sections, remanding him to custody. Hundreds protested outside the station demanding justice, leading to lathi charges and a mob assault during the crime scene reconstruction the next day. Online, a post claimed anti-Muslim bias, but critics highlighted the crime against a minor and condemned mob violence, as police stress legal process amid the investigation.

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A young girl raised the alarm after a man grabbed her hand near Atlanta Mall, drawing furious locals who beat him before police arrived.

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On April 24 evening in Surat's Althan area, 39-year-old Aziz Shaikh allegedly followed and harassed a Class 10 girl returning from coaching classes on her moped. Locals caught him, thrashed him, and handed him over; police filed charges under sexual harassment, stalking, and POCSO Act sections, remanding him to custody. Hundreds protested outside the station demanding justice, leading to lathi charges and a mob assault during the crime scene reconstruction the next day. Online, a post claimed anti-Muslim bias, but critics highlighted the crime against a minor and condemned mob violence, as police stress legal process amid the investigation.

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A young girl raised the alarm after a man grabbed her hand near Atlanta Mall, drawing furious locals who beat him before police arrived.

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Reports emerged on June 23 that Greater Manchester mayor and new Labour MP Andy Burnham views retrospective application of Home Secretary Shabana Mahmood's ILR reforms—extending the qualifying period from five to ten years—as unfair to those already settled. Critics from Reform UK warn this could fast-track settlement for 2.15 million post-Brexit arrivals, adding billions in taxpayer costs like pensions and benefits, with their report estimating a £130-175 billion lifetime fiscal burden. Burnham has not confirmed the stance, calling related claims speculation, amid Labour's internal debates over balancing public finances and compassion for long-term residents.

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Andy Burnham, fresh off his parliamentary win, faces backlash for reportedly wanting to spare migrants already in the UK from longer waits for permanent residency.

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Shakuntala was rushed from Karimnagar to Medicover Hospital in Hyderabad, where doctors inserted a stent in an emergency procedure; she's now stable in the ICU. Family members link her upset to recent social media criticism over a POCSO complaint against grandson Bhagirath, who denies grooming and assault charges and has filed a counter-complaint alleging extortion. Bhagirath sought anticipatory bail, denied by Telangana High Court, as an SIT investigates; Bandi Sanjay calls it a vendetta but vows to respect the law.

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Shakuntala, mother of Union Minister Bandi Sanjay Kumar, felt deep distress from online posts about her grandson's POCSO case before her heart attack struck Friday.

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Shakuntala was rushed from Karimnagar to Medicover Hospital in Hyderabad, where doctors inserted a stent in an emergency procedure; she's now stable in the ICU. Family members link her upset to recent social media criticism over a POCSO complaint against grandson Bhagirath, who denies grooming and assault charges and has filed a counter-complaint alleging extortion. Bhagirath sought anticipatory bail, denied by Telangana High Court, as an SIT investigates; Bandi Sanjay calls it a vendetta but vows to respect the law.

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Shakuntala, mother of Union Minister Bandi Sanjay Kumar, felt deep distress from online posts about her grandson's POCSO case before her heart attack struck Friday.

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The BJP Minority Morcha organized the session on Saturday as part of pre-International Yoga Day activities themed 'Yoga for Healthy Ageing,' drawing enthusiastic men and women in traditional attire with no reported disruptions. Critics like Congress leader Supriya Shrinate called it hypocritical, noting Muslims can do yoga on streets but face complaints or bulldozers for namaz prayers that block traffic. Supporters distinguished yoga's annual, secular nature from daily namaz, highlighting ongoing debates over public space in crowded areas like Mumbai.

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Dozens of local Muslims unrolled mats on Mohammed Ali Road, practicing asanas like anulom vilom just outside Minara Masjid, blending fitness with community outreach.

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Social media users shared and debated an anecdote from the 1982 World Cup match between Scotland and Brazil in Spain, where the referee told both captains 'Good luck, may the best team win,' and Scotland captain Graeme Souness replied 'I f*cking hope not.' Souness confirmed the story's truth, sparking amusement and references to a BBC Match of the Day flashback by Kelly Cates. Posts also recalled Scotland scoring first against the strong Brazilian team.

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Iranian accounts claim construction started last week on the 657-kilometer Herat-Mazar-e-Sharif railway in Afghanistan, built by Iranian firms and funded by local minerals for a seamless connection to China. Proponents see it as a sanctions workaround via the Five Nations Corridor, potentially slashing trade distances by 50% and opening paths for pipelines. No confirmation comes from Iran's Railways, Afghanistan's Ministry of Public Works, or state media, despite recent Tehran talks on June 8 and ongoing feasibility studies. The project follows years of delays, with security and funding hurdles still in play.

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Social media lights up with reports of shovels breaking ground on a key Afghan rail line linking Iran to China. But official voices remain silent so far.

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The duo from Thailand's *Fourever You* series lit up The Mall Lifestore Ngamwongwan in Bangkok for a Valentine's Day fan meet during the 'Joy Luck Love' Chinese New Year 2026 celebrations. Dressed sharply with Bever in glasses and Tonliew tossing hearts, they performed songs, bantered playfully, and shared cheek-to-cheek moments that echoed their on-screen chemistry as lovers Fah and Phoon. Fans filled the Lifestyle Hall, capturing every smile and pose, while posts praised their handsome and adorable looks amid dragon dances and festive rituals.

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Bever and Tonliew stepped onto the stage in matching red leather outfits, waving to screaming fans under pink cherry blossoms and glowing lanterns.

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Field Marshal Syed Asim Munir, Pakistan's Chief of Army Staff and Chief of Defence Forces, completed a visit to Iran. Discussions during the visit focused on his leadership in promoting regional peace, stability, and de-escalation amid geopolitical tensions.

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The new system unifies healthcare coverage across the UAE's seven emirates, replacing separate programs like Abu Dhabi's Thiqa and Dubai's Enaya with a single federal scheme. It promises high-quality care, preventive services, digital innovations, and alignment with global standards, treating human health as a core national priority. Health Minister Ahmed bin Ali Al Sayegh described it as a strategic move for a more efficient system, with Emiratis expressing gratitude online for the leadership's commitment to their well-being.

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Emirati citizens can now access full medical care anywhere in the country, thanks to a bold directive from President Sheikh Mohamed bin Zayed Al Nahyan.

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Barclays upgraded SanDisk to overweight, nearly doubling its price target from $1,200 to $2,300, thanks to new business models with contracts extending to 2031 that secure $42 billion in minimum revenue across five deals. These pacts offer customers supply certainty and SanDisk guaranteed cash, driving shares to a record $1,697.96—up over 570% this year—amid surging AI data center demand. The firm also raised targets for peers like Micron and Seagate, highlighting an industry shift from volatile spot markets, though some note risks from the sector's cyclical nature.

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SanDisk's bold multi-year supply deals are turning the wild memory market into a steady revenue stream, catching Wall Street's eye big time.

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