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As AI generates 25-30% of new code at places like Google and Microsoft, de Moura argues no one formally verifies it, leaving systems open to subtle flaws that basic checks fail nearly half the time. He proposes using Lean for mathematical proofs that guarantee correctness, starting with verifying libraries like zlib and rebuilding foundations such as SQLite and parsers from scratch. Experts like Sam Blackshear praise the vision, noting AI could soon make verified software as easy to produce as the unverified kind, while challenges like verification complexity persist.

Key Takeaway

Leonardo de Moura, creator of the Lean theorem prover, sees AI flooding software with bugs that testing misses—much like the Heartbleed disaster that once exposed millions.

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Wolves stunned Liverpool 2-1 Tuesday night when André's shot looped off Joe Gomez and over Alisson in stoppage time, after Mohamed Salah had equalized Rodrigo Gomes' opener. This defeat made Liverpool the first Premier League team to concede five winning goals after the 90th minute in one season, with prior losses to Crystal Palace, Chelsea, Bournemouth, and Manchester City, plus late draws at Leeds and Fulham. Captain Virgil van Dijk called the team slow and sloppy, while manager Arne Slot labeled it the same old story despite dominant spells. Sitting fifth with 48 points, eight behind Arsenal, Liverpool's title hopes fade as fans mourn the end of their late-winning legacy.

Key Takeaway

Liverpool's hearts broke again at Molineux as Wolves snatched a 2-1 win with a deflected goal in the 90+4th minute, marking their fifth such collapse this season.

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Fans share clips of despair from the Camp Nou defeat alongside past glories like the 6-1 PSG remontada, mixing hope with realism ahead of tonight's Champions League second leg. Many post vows like 'Win, lose or tie, VISCA EL BARCA till I die,' while others brace for elimination amid off-field issues like the Negreira scandal. Their passion shines through, no matter the outcome at Anfield.

Key Takeaway

Even after a crushing 4-0 first-leg loss, Barcelona supporters cling to their love for the club with chants of 'Visca Barça' echoing online.

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Real Madrid fell 1-0 at home to Getafe on Monday, their second straight La Liga defeat, thanks to Martín Satriano's first-half volley. Alexander-Arnold, who joined from Liverpool last summer for €10 million, struggled badly—losing possession 13 times, winning no duels, and earning a 3/10 from Diario AS before manager Álvaro Arbeloa subbed him off. Fans online mocked his defending while others blamed Real's tactics not suiting his inverted full-back style from Liverpool. Fellow signing Dean Huijsen also faltered, but Trent's flashes of quality—like two assists—offer hope amid thin patience at the Bernabéu.

Key Takeaway

Trent Alexander-Arnold's Bernabéu dream turned sour fast. After just 55 nightmare minutes against Getafe, the former Liverpool star trudged off to jeers from his new home crowd.

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Manchester United came from behind to beat Crystal Palace 2-1 at Old Trafford, with Bruno Fernandes equalizing from a controversial penalty awarded after Matheus Cunha went down in the box following contact from Harry Maguire, who was sent off. Benjamin Sesko scored the winning header in the 65th minute. The victory propelled Manchester United to third place in the Premier League under interim manager Michael Carrick.

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Kobbie Mainoo agreed to a compromise on his new salary with Manchester United, but the club did not respond until after firing Ruben Amorim in January. Contract talks remain unresolved despite improvements under Michael Carrick, following a rejected loan to Napoli last summer.

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Signed from PSG in August 2024, Ugarte has played just 30 minutes in seven matches since Carrick took over last month, replaced by Casemiro and Kobbie Mainoo in the double pivot. Carrick switched to a 4-2-3-1 formation that lifted United from seventh to third, unbeaten in 11 games with a record-breaking start. Transfer expert Fabrizio Romano reports Serie A interest if a solid offer comes, while fans debate benching the 24-year-old despite his praised training attitude and past strong showings.

Key Takeaway

Manuel Ugarte sits on the bench, watching Manchester United climb under Michael Carrick's fresh tactics. The £50 million signing's limited minutes have Italian clubs taking notice.

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Fans are debating showrunner Jess Brownell's decision to have Sophie Beckett, portrayed as Korean, speak no Korean, while her stepmother and stepsister speak Cantonese. Some defend the choice as highlighting cultural integration in Regency England. Nicola Coughlan expressed frustration over being reduced to body image discussions and urged fans to stop debating her size and plus-size representation.

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The outcry builds on last year's uproar when Faye Peraya Malisorn left NineStar amid contract disputes following their breakout in the 2024 hit *Blank The Series*. NineStar announced three original projects for Yoko in September 2025 to protect her and fans, but five months later, there's no shooting or solid updates, prompting accusations of scams and poor management. Fans highlight artist exits like Marisa Lloyd's move to another studio, financial concerns from alleged 2024 statements showing owner's drawings amid low profits, and recent low-effort trailers, while the CEO blames bots for delays. International supporters from Latin America to Canada join calls to free Yoko from her contract, with rumors of a possible March exit amid ongoing silence from NineStar.

Key Takeaway

Yoko Apasra's dedicated fans, known as Yobies, are pleading for her freedom from NineStar Studios after months of waiting on promised projects that never materialized.

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In the 2006 Group E opener, 23-year-old Essien anchored Ghana's midfield against Italy, completing 86.8% of his passes and dominating duels despite a 2-0 loss. Ghana advanced to the last 16 with wins over the USA and Czech Republic before falling to Brazil. Fans cherish the video's display of his pressing and awareness, mourning his absence from the 2010 World Cup due to a knee injury and critiquing current skipper Thomas Partey in comparison. The nostalgia highlights Ghana's past midfield strength during three straight World Cup qualifications.

Key Takeaway

A young Michael Essien stares down Italy's midfield stars Pirlo, De Rossi, and Totti, holding his own in Ghana's World Cup opener. The clip pulls fans back to those thrilling days.

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Celtic secured a gritty 2-1 win over Aberdeen, with Tierney scoring early, Nisbet equalizing from the spot after a foul on Miovski, and Nygren tapping in from James Forrest's cross in the 67th minute. VAR confirmed Nygren onside by Gavin Molloy's boot, drawing fury from Aberdeen fans who called it a conspiracy and questioned the lines, while Celtic supporters insisted it was correct. The victory leapfrogged Rangers into second, cutting Hearts' lead to five points and extending Celtic's unbeaten Pittodrie run to over a decade.

Key Takeaway

Kieran Tierney prodded Celtic ahead after just five minutes at Pittodrie, but a penalty leveled it—until Benjamin Nygren's late tap-in survived VAR scrutiny and sent fans into heated debate.

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Manchester United beat Tottenham 2-0 at Old Trafford on February 7, with Bryan Mbeumo scoring from Kobbie Mainoo's assist and Bruno Fernandes sealing it late via Diogo Dalot. Tottenham's Cristian Romero saw red for a high lunge on Casemiro, a call Oliver explained clearly to VAR and backed by Alan Shearer. The Ref Cam release four days later stole the show, showing Oliver quipping to Conor Gallagher after a missed chance—'Better first touch, you would have scored'—and earning praise for humanizing referees' tough work amid player protests and noise. While some Spurs fans saw bias, most hailed Oliver's calm multitasking, boosting respect for officials as United chase second place.

Key Takeaway

Referee Michael Oliver's on-pitch view from Man Utd's 2-0 win over 10-man Tottenham captured quick decisions, VAR talks, and cheeky banter that had fans nodding in appreciation.

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Mamelodi Sundowns sit third in Group C with six points, one behind MC Alger's seven, while Al Hilal leads on eight. A victory over Alger at Loftus Versfeld would push Sundowns to nine points and secure knockout progression, no matter the other result. Tension boils from allegations that suspended analyst Mario Masha leaked tactics to Alger's coach Rulani Mokwena, Sundowns' former assistant who left controversially last year. Fans vent frustration over draws and call for changes, but voices like Kaizer Chiefs legend Doctor Khumalo urge unity ahead of the 15:00 SAST kickoff on SS 209 and SABC 3.

Key Takeaway

Sundowns head into Saturday's Loftus showdown needing a win to grab second place and reach the knockouts, amid leaks, ex-coach drama, and fired-up fans.

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