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Liverpool manager Arne Slot has expressed confidence that his team can go 'toe-to-toe' with Paris Saint-Germain in their Champions League quarter-final first leg on Wednesday, despite a 4-0 defeat to Manchester City in the FA Cup quarter-final.Slot warned that his team will suffer another emphatic defeat if they switch off against PSG, but believes they can save their season by competing with the European champions. He acknowledged that PSG have improved since winning their first Champions League title last season and will punish any lapses from Liverpool.The pressure on Liverpool and Slot has intensified following the defeat to Manchester City, with Virgil van Dijk criticizing the team's performance. However, Slot and Florian Wirtz have emphasized the importance of character and mentality in overcoming setbacks.Liverpool have won only once in five matches, but Slot and Wirtz have expressed confidence that the team can turn their form around. Slot highlighted that Liverpool have a good record of standing up in tough moments and competing with top teams in Europe.Alexander Isak is expected to be named among Liverpool's substitutes after four months out injured, and Slot may make changes in personnel and formation in response to the City defeat.

Tens of thousands of people have been hired by Scale AI – a firm 49% owned by Meta – to train artificial‑intelligence models by scraping Instagram accounts, harvesting copyrighted artwork and transcribing pornographic soundtracks, according to the Guardian.Scale AI promotes its Outlier platform as a flexible, expert‑driven marketplace, recruiting professionals from medicine, physics and economics to "become the expert that AI learns from."Workers, however, say the reality diverges sharply from high‑level model refinement. They describe tasks that involve massive personal‑data scraping and content that many find morally uncomfortable.Outlier is managed by Scale AI, which holds contracts with the U.S. Pentagon and other defense companies. Its chief executive, Alexandr Wang, is hailed by Forbes as the world’s youngest self‑made billionaire, while former managing director Michael Kratsios served as science adviser to former President Donald Trump.One contractor noted that users of Meta platforms would be shocked to learn their photos and friends’ images are being harvested for AI training, with workers manually reviewing profiles to extract data.The Guardian interviewed ten Outlier contributors – many also journalists, graduate students, teachers or librarians – who took the gig work out of economic desperation. One said, "A lot of us were really desperate" and felt compelled to accept the unstable, low‑pay assignments.These gig workers, dubbed “taskers,” often feel they are training their own replacements, expressing “internalised shame and guilt” over contributing to the automation of creative professions.Law firm Clarkson, representing AI gig workers, estimates that hundreds of thousands of people worldwide now labor on platforms like Outlier. Taskers report bait‑and‑switch recruitment tactics, where advertised high salaries are replaced by lower‑paid projects after onboarding.All contributors are monitored through a tool called Hubstaff, which can screenshot browsers to verify work. While Scale AI claims the software is only for accurate payment, workers describe it as constant surveillance.Assignments have ranged from transcribing pornographic audio and labeling photos of dead animals or dog faeces, to annotating diagrams of infant genitalia and violent police scenarios. One doctoral student recounted being promised “no nudity” only to receive explicit porn clips.Scale AI says it shuts down any task flagged as inappropriate and does not accept projects involving child sexual‑abuse material or pornography, though workers note that publicly available images of minors have been used for training.Social‑media scraping tasks required workers to tag individuals by name, location and age, sometimes pulling data from accounts of users under 18. One task asked contributors to order Facebook photos by the subject’s age, prompting ethical unease.In addition to personal data, taskers were asked to harvest copyrighted artwork, with strict instructions to avoid AI‑generated images and select only hand‑drawn pieces. Scale AI maintains it does not ask workers to violate copyright standards.Scale AI’s client list includes major tech firms such as Google, Meta and OpenAI, as well as the U.S. Department of Defense and the government of Qatar, highlighting the growing demand for labelled data as AI models scale.Some workers reported interacting with ChatGPT and Claude, and speculated they might be training Meta’s upcoming model, code‑named “Avocado.”OpenAI announced it ended its partnership with Scale AI in June 2025, citing its supplier code of conduct that mandates ethical treatment of all workers.Despite irregular pay, occasional mass layoffs and the unsettling nature of many tasks, many taskers remain on the Outlier platform, hoping the AI future will eventually improve conditions. One said, "I have to be positive about AI because the alternative is not great."In response, a Scale AI spokesperson stated, "Outlier provides flexible, project‑based work with transparent pay. Contributors choose when and how they participate, and we regularly hear from highly skilled contributors who value the flexibility and opportunity to apply their expertise on the platform."

Arsenal travel to Lisbon after recent setbacks in domestic cup finals, yet they remain unbeaten in the Champions League group stage and the last‑16, where they defeated Bayer Leverkusen 3‑1 on aggregate. The Gunners entered the tie with eleven players back from international duty, but a knee injury to Gabriel Magalhães adds to a list that already includes Eze, Hincapié, Saka, Timber and Merino. The potential return of Declan Rice, Leandro Trossard and Martin Ødegaard could restore creative spark. Sporting CP, still reeling from a 5‑1 loss to Arsenal last season, rely on Colombian striker Luis Suárez, who has netted 34 goals across all competitions, including five in Europe. Their home record at Estádio José Alvalade is formidable – five wins in five Champions League matches. Prediction: Arsenal to progress after a draw in the first leg. Real Madrid host Bayern Munich in a clash that pits a historically dominant Spanish side against a German outfit that has lost only twice in 43 matches this season and boasts a 13‑game unbeaten streak. Bayern, fresh from a 10‑2 demolition of Atalanta, have secured the Bundesliga and are eyeing a DFB‑Pokal semi‑final, but they have failed to beat Real in their last nine meetings. Madrid, despite a recent 2‑1 league loss to Mallorca, carry confidence from a 5‑1 aggregate victory over Manchester City. Goalkeeper Thibaut Courtois remains sidelined, leaving Andriy Lunin between the posts, while Kylian Mbappé leads the competition with 13 goals. Prediction: Bayern to progress after a draw in the first leg. Barcelona take on Atlético Madrid after a dramatic 2‑1 league defeat in which Robert Lewandowski scored late. Atlético, known for high‑scoring Champions League displays (55 goals in 12 games), will miss several starters, including Hancko and Ruggeri, while Jan Oblak is expected to keep goal. Barcelona enter the tie on a nine‑match unbeaten run, sit seven points clear at the top of La Liga, and have recently thrashed Newcastle 7‑2 in Europe. Injuries to Raphinha and Frenkie de Jong linger, but Ronald Araújo is likely to start. Prediction: Barcelona to win the first leg and the tie. Paris Saint‑Germain face Liverpool at a difficult moment for the English side, fresh from a 4‑0 FA Cup loss to Manchester City. Liverpool can count on the fitness of Mohamed Salah, Jeremie Frimpong and Federico Chiesa, and the possible return of £125 million signing Alexander Isak. PSG, meanwhile, continue their strong record against English clubs, having eliminated Liverpool, Aston Villa and Arsenal last season and recently dispatching Chelsea 8‑2 on aggregate. Key players such as Vitinha, João Neves and Nuno Mendes are expected to start after recent bench appearances. Prediction: PSG to win the first leg and the tie.

Match details: Real Madrid will host Bayern Munich at the Santiago Bernabeu on Tuesday, 7 April, kick‑off at 21:00 GMT, in the first leg of the Champions League quarter‑finals. Bayern, under Vincent Kompany, arrive in Madrid riding a wave of confidence, having dispatched Atalanta 10‑2 on aggregate in the last‑16 and gone 14 matches without defeat since a January loss. Harry Kane’s potential comeback adds extra intrigue. The England striker, who has netted 48 goals in 40 games across all competitions this season, missed Bayern’s 3‑2 Bundesliga win at Freiburg with an ankle problem. Joshua Kimmich quipped that Kane “would play in a wheelchair,” while Kompany expressed a “feeling” that the striker will be fit for Tuesday. Despite Real’s storied pedigree – 15‑time European champions featuring stars such as Kylian Mbappé, Vinícius Júnior and Jude Bellingham – many analysts view Bayern as the slight favourites, citing their aggressive, high‑pressing approach and the recent form of newcomers Michael Olise and Luis Diaz. Real Madrid, meanwhile, grapple with a spate of injuries. Thibaut Courtois is sidelined with a thigh issue, handing Andriy Lunin the starting goalkeeper role. Rodrygo is also out, while Ferland Mendy and Dani Ceballos remain doubtful. Midfielder Federico Valverde is expected back after serving a suspension, and Jude Bellingham may start on the bench as he recovers from a hamstring strain. Coach Álvaro Arbeloa downplayed the recent La Liga defeat to Mallorca, insisting it will not affect the team’s performance in Europe. He stated, “I know what my players are capable of, and they understand the importance of Tuesday’s game.” Bayern’s side will also miss several players through injury – goalkeepers Sven Ulreich and others – while a final fitness test will determine whether Kane can lead the line. If he is unavailable, Nicolas Jackson is slated to spearhead the attack. Predicted line‑ups (subject to change):Real Madrid – Lunin; Alexander‑Arnold, Rüdiger, Huijsen, Carreras; Valverde, Tchouaméni, Pitarch, Güler; Mbappé, Vinícius Jr.Bayern Munich – Neuer; Stanisic, Upamecano, Tah, Laimer; Kimmich, Goretzka; Olise, Gnabry, Díaz; Kane. The Bernabeu atmosphere is expected to be a decisive factor. Bayern veteran Karl‑Heinz Rummenigge warned that the stadium’s “hurricane” of fans demands “nerves of steel” from both sides. Historically, the two clubs have met 28 times, each securing 12 victories with four draws. Recent head‑to‑head encounters have favored Madrid, including a 2‑1 win in the 2024 semi‑finals. Bayern hope to rewrite that narrative after their 2012 triumph over the Spanish giants. With both teams boasting a blend of experience and emerging talent, the first leg promises a tactical battle that could set the tone for the remainder of the tournament.

Ukrainian drones have launched targeted strikes on key Russian oil infrastructure, hitting the Baltic Sea port of Primorsk and the NORSI oil refinery in the central Nizhny Novgorod region. According to Ukrainian drone forces commander Robert Brovdi, these overnight attacks were confirmed by Russian officials on Sunday.In Primorsk, which serves as one of Russia's main oil exporting outlets, Governor Alexander Drozdenko of Russia's northwestern Leningrad region reported that a pipeline was damaged. He later updated that a fuel reservoir in the port area leaked when it was hit by shrapnel.The NORSI oil refinery, Russia's fourth largest, was also targeted. Governor Gleb Nikitin of Nizhny Novgorod stated that a fire broke out at the plant after two facilities were hit. The attack also resulted in damage to a power station and several houses, although there were no reported injuries.These strikes are part of Ukraine's strategy to disrupt Russia's oil infrastructure and reduce a key source of revenue funding Moscow's war efforts. At one point last month, about 40 percent of Russia's oil exporting capabilities were shut down due to these attacks and other disruptions.Diplomatic efforts to end the conflict have stalled, with high-level talks between the US, Russia, and Ukraine yielding no progress on critical issues like territorial concessions in eastern Ukraine.

The film 'All the President's Men', directed by Alan Pakula and starring Robert Redford and Dustin Hoffman, premiered 50 years ago on Saturday at the John F Kennedy Center for the Performing Arts. The movie is based on the 1974 book of the same name by Washington Post reporters Bob Woodward and Carl Bernstein, which chronicled their investigation into the Watergate imbroglio that led to the downfall of President Richard Nixon. The film was a critical and commercial success, earning eight Oscar nominations and winning four, including best adapted screenplay for William Goldman and best supporting actor for Jason Robards as Ben Bradlee, the Post editor. The movie is widely regarded as a classic of American cinema and a landmark in the genre of journalism films. Jane Alexander, who played the role of Judy Hoback, the 'Bookkeeper' of the Committee to Re-elect the President, recalls her experience filming the iconic scene with Hoffman and Redford. She praises Pakula's direction and the attention to detail that went into recreating the Post's newsroom. The film's accuracy and attention to detail were indeed a hallmark of its production. Woodward and Bernstein worked closely with the filmmakers to ensure that the story was told accurately, and the production team went to great lengths to recreate the Post's office and the Washington D.C. of the 1970s. The article also touches on the impact of the film on the careers of its stars and the journalists it portrayed. Redford and Hoffman spent months researching and rehearsing their roles, and their performances are widely praised. Woodward reflects on the film's portrayal of him and its impact on his personal life. The anniversary of the film comes at a time when the media is under attack and the Washington Post, now owned by tech billionaire Jeff Bezos, has recently undergone significant changes. The film's themes of investigative journalism and the importance of a free press remain as relevant today as they were 50 years ago.

The question of whether we should be polite to voice assistants and artificial intelligence systems has sparked a thought-provoking discussion. A reader from Toronto, Alison Williams, shared her habit of saying 'please' and 'thank you' to her Alexa, despite being certain that the device doesn't care.This raises a broader inquiry: Is it worth being polite to artificial assistants? While these systems may not possess consciousness or emotions, the act of being polite may reflect more on human behavior and social norms than on the machines themselves.Readers are invited to share their thoughts and responses can be posted below or emailed to [email protected]. A selection of responses will be published in a future edition.

Even before the season began, the fixture list hinted that March would become a turning point for Newcastle United. A run to the Champions League quarter‑finals and a victory in the Tyne‑Wear derby could have silenced many critics, while a third Carabao Cup final would have forced the derby’s postponement. In the Champions League round‑of‑16, Newcastle appeared stronger at home against Barcelona, only to be undone by a late penalty. The away leg saw them threaten early on, but a second‑half collapse resulted in a 7‑2 defeat, widening the perceived gap between the sides. The derby itself illustrated the team’s frailties. Newcastle led at halftime and struck the post, yet they finished with the fifth‑worst second‑half record in the Premier League. Sunderland equalised through Brian Brobbey, fed by a simple Granit Xhaka pass, exploiting the space that Newcastle’s midfield surrendered late in the game. These setbacks have sparked serious speculation about manager Eddie Howe’s future. Chief executive David Hopkinson offered no clear endorsement, stating only that “we’ll talk about the future when it’s time,” a comment that many interpreted as a warning. Howe arrived in November 2021, a month after the Saudi‑led acquisition of the club, and quickly guided Newcastle into the modern era: two Champions League qualifications, a historic Carabao Cup triumph – the first domestic trophy in 70 years – and a generally steady league performance. Until last season, there was little talk of his dismissal. However, the current crisis is less about tactics than about recruitment. With no sporting director, Howe’s nephew Andy Howe and scout Steve Nickson oversaw most signings last summer, a structure that has drawn criticism. The sale of Alexander Isak to Liverpool was widely regarded as mishandled. The club allowed the protracted saga to dominate the window, missing an opportunity to maximise the fee and reinvest in squad depth, or to negotiate a swap that could have brought Hugo Ekitiké to Newcastle. Summer acquisitions have added little stability. While Sandro Tonali, Anthony Gordon and Tino Livramento are rumored to be on their way out, Yoane Wissa suffered an early injury and new signing Nick Woltemade arrived without a clear role. Of the incoming players, only Malick Thiaw has made a noticeable impact. Consequently, the squad lacks the depth required for simultaneous Champions League commitments, a Carabao Cup semi‑final run, and a fifth‑round FA Cup tie. The fatigue evident in many second‑half performances is therefore unsurprising. Underlying these on‑field issues are broader structural problems. Dan Ashworth’s departure for Manchester United left a void that successor Paul Mitchell could not fill; his exit after clashes with ownership – and reportedly with Howe over player conditioning – created a leadership vacuum. Ross Wilson, appointed sporting director in October with Howe’s blessing, now faces the daunting task of rebuilding a fragmented recruitment process. Financial pressures add another layer of complexity. The recent sale of the stadium to a club subsidiary, coupled with a looming UEFA fine for 2025, has strained resources. While the Champions League revenue and the Isak transfer may alleviate some of the strain, the shift to an “unanchored” squad‑cost ratio favours owners with deep pockets, leaving the club’s commitment from the Public Investment Fund uncertain amid broader Saudi retrenchment. Notably, discussions of a new stadium have been absent for almost a year. Hopkinson’s description of Newcastle as a “trading club” appears realistic, yet his remarks also hint at an upcoming exodus of players such as Tonali, Gordon and Livramento. Even if the broader economic climate softens, the likely absence of Champions League football next season could further limit Newcastle’s ability to attract top talent. Ultimately, the core issue is governance. While Howe’s tactical acumen may improve without the demands of European competition, the club’s ambition to become a modern, well‑structured organisation may require a change in leadership. His departure could be the catalyst needed for a comprehensive cultural and structural overhaul.

Match details: Manchester City will meet Liverpool at the Etihad Stadium on Saturday, 4 April, kicking off at 12:45 pm local time (11:45 GMT) in the FA Cup quarter‑final.Salah’s impending exit: The Egyptian forward announced during the international break that he will leave Liverpool at the end of the season, having scored 255 goals for the club. Manager Arne Slot praised his “ever‑present hunger” and said the striker remains a legend despite a brief spell out of the squad earlier in the campaign.Guardiola’s suspension: City boss Pep Guardiola will miss the fixture after receiving a sixth yellow card in the 3‑1 FA Cup win over Newcastle United. The booking came after he protested a referee’s decision on a challenge to Jeremy Doku. This could be his last appearance against Liverpool as speculation grows over his future at Manchester City.Stakes for both sides: City are chasing a historic domestic treble – League Cup, FA Cup and Premier League – a feat last achieved in 2018/19. Liverpool, sitting fifth in the Premier League, view the cup as their only realistic route to silverware and a chance for Slot to secure his position after delivering a record‑equalling 20th league title.Upcoming fixtures: A win for Liverpool would be followed by a Champions League quarter‑final clash with Paris Saint‑Germain on 8 and 14 April. City, meanwhile, will look to build on their recent 2‑0 League Cup final victory over Arsenal.Team news – Manchester City: Centre‑back Josko Gvardiol remains sidelined with a tibial fracture. Ruben Dias and John Stones face late fitness tests for hamstring and calf issues. If Dias is unavailable, Abdukodir Khusanov or Nathan Ake could partner Marc Guehi in central defence. Goalkeeper James Trafford is expected to start, giving him a chance ahead of Gianluigi Donnarumma.Predicted City XI: Trafford; Nunes, Khusanov, Guehi, Ait‑Nouri; Bernardo, Rodri, O’Reilly; Semenyo, Haaland, Cherki.Team news – Liverpool: Mohamed Salah missed the recent 2‑1 loss to Brighton with a muscle injury but is expected to be fit. Conor Bradley, Giovanni Leoni and Wataru Endo are out, and Alisson Becker remains doubtful due to a muscular problem. Jeremie Frimpong’s availability is pending after a knock on international duty; Dominik Szoboszlai may cover at right‑back if needed. Alexander Isak has returned to training but is unlikely to feature this weekend.Predicted Liverpool XI: Mamardashvili; Szoboszlai, Konate, Van Dijk, Kerkez; Mac Allister, Gravenberch; Salah, Wirtz, Gakpo; Ekitike.Historical head‑to‑head: The two clubs have met 220 times, with Liverpool winning 110 matches, City 62 and 58 draws. Their most recent league encounter ended in a 2‑1 City win thanks to a stoppage‑time penalty from Erling Haaland.Other quarter‑final ties: After the early kickoff, Chelsea face Port Vale, Arsenal travel to Southampton, West Ham host Leeds, and the remaining fixtures will determine the final four.