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The Problem with Inflated ARR Last month, Scott Stevenson, co-founder and CEO of the legal AI startup Spellbook, took to X to expose what he called a “huge scam” among AI startups: inflation of the revenue figures that they announce publicly. The Event Details: ARR Inflation in AI Startups Stevenson isn’t the first to claim that annual recurring revenue (ARR) — a metric historically used to sum up annual revenue of active customers under contract — is being manipulated by some AI companies beyond recognition. Certain aspects of ARR shenanigans have been the subject of multiple news reports and social media posts. The Data Analysis: Extent of ARR Inflation Some investors have seen companies where CARR (committed ARR) is 70% higher than ARR. One high-profile enterprise startup reported surpassing $100 million in ARR, when only a fraction of that revenue came from currently paying customers. An employee at another startup described a discrepancy where marketing materials claimed $50 million in ARR, while the actual figure was $42 million. The Impact Analysis: Consequences of ARR Inflation The obvious problem with using CARR and calling it ARR is that it is far more susceptible to being “gamed” than traditional ARR. If a startup doesn’t account realistically for churn and downsell, CARR could be inflated. The Prediction: Future Outlook Most people interviewed for this story said that ARR overstatements of all kinds are hardly a novel phenomenon, but startups have become far more aggressive amid the AI hype. The pressure to show rapid growth is prompting some VCs to support, or at least overlook, startups presenting inflated ARR figures to the public.

The Lead: US Imposes New Sanctions on Lebanon The United States has recently implemented additional sanctions targeting Lebanon, escalating economic pressure on the already struggling nation. These measures, announced by the US Treasury Department, come at a critical time as Lebanon faces its worst economic crisis in modern history, with over 80% of the population living in poverty and the currency losing over 90% of its value since 2019. The Event Details: Scope of New Sanctions The latest round of sanctions specifically targets Lebanese financial institutions and individuals accused of facilitating corruption and obstructing political reforms. The US Treasury designated several Lebanese banks and financial entities, freezing their assets and prohibiting American citizens from engaging in transactions with them. Additionally, sanctions were placed on Lebanese politicians and businessmen accused of undermining Lebanon's democratic institutions and facilitating illicit financial activities. The sanctions are part of a broader US strategy to pressure Lebanese officials to implement anti-corruption measures and form a government capable of implementing necessary economic reforms. The US has been critical of Lebanon's political deadlock, which has left the country without a fully functioning government for extended periods. The Data Analysis: Economic Impact Assessment Economic analysts predict that these sanctions could further strain Lebanon's already crippled banking sector. The country's banks have been subject to restrictions since 2019, but the latest measures could isolate them further from international financial systems. Key economic indicators that may be affected: Foreign currency reserves: Already critically low, further sanctions may limit access to international markets Inflation rates: Currently exceeding 200%, additional economic pressure could exacerbate hyperinflation Remittances: Lebanese diaspora contributions, which account for an estimated 15% of GDP, may be disrupted Humanitarian aid: Organizations providing essential services may face increased difficulties in transferring funds The International Monetary Fund, which has been engaged in negotiations with Lebanon for a potential bailout program, has expressed concern that the sanctions could complicate economic recovery efforts. The Impact Analysis: Regional Geopolitical Ramifications The sanctions occur against a backdrop of complex regional dynamics in the Middle East. Lebanon's political landscape is heavily influenced by Iran-backed Hezbollah, which the US has designated as a terrorist organization. The sanctions are likely to deepen the divide between Western-aligned factions and Iran-aligned groups within Lebanon's political spectrum. Regional implications include: Strain on US relations with France and other European allies who have advocated for more measured approaches to Lebanon Potential escalation of tensions between the US and Iran, with Lebanon caught in the middle Increased influence of China and Russia in Lebanon as alternative partners amid Western pressure Impact on the broader Arab world, where other nations may reassess their relationships with the US The sanctions also come as Lebanon continues to recover from the devastating 2020 Beirut port explosion, which killed over 200 people and left thousands injured. The investigation into that incident has been marred by political interference, with several Lebanese officials sanctioned by the US for obstructing justice. The Prediction: Path Forward for Lebanon Looking ahead, Lebanon faces a challenging period of economic adjustment and political realignment. The sanctions may ultimately achieve their stated goals of pressuring Lebanese officials to implement reforms, but they risk exacerbating the humanitarian crisis in the short term. Potential scenarios include: Formation of a reform-minded government capable of implementing IMF-mandated economic changes Deepening economic crisis leading to increased social unrest and potential political instability Greater regional involvement in Lebanon's affairs, with Gulf states potentially offering financial assistance in exchange for political influence Long-term economic restructuring that could take a decade or more to implement The international community will be watching closely to see how Lebanon navigates these challenges. The outcome will likely have significant implications not only for Lebanon's future but also for the broader geopolitical landscape of the Middle East.

The Ripple Effect of Fear in San DiegoThe recent events in San Diego have transcended a local incident, creating a profound sense of instability within the city. The intersection of a specific mosque and the Muslim community has become the focal point of a broader narrative regarding safety and belonging. This situation has not only affected the immediate participants but has also cast a long shadow over the city's social cohesion.A Community Under Siege: The Mosque and Its FollowersThe situation has placed the local Muslim population in a precarious position. The incident at the mosque is not merely a physical event but a psychological one, affecting the daily lives and sense of security of thousands of residents. The mosque has become a symbol of the community's resilience against external pressures, while the surrounding area reflects a heightened state of alert.San Diego has become the epicenter of a growing conversation about religious intolerance and civic safety.The mosque serves as a focal point for both the community's grief and their determination to maintain their presence.Local authorities are facing increased scrutiny regarding the protection of religious sites and the prevention of hate crimes.Shifting Dynamics of Civic TrustThe phrase "a city shaken" suggests a breakdown in the social fabric. When a specific demographic feels targeted, the entire city's sense of safety is compromised. This incident highlights the fragility of interfaith relations in urban environments and the rapid speed at which fear can spread through a community.Navigating the Aftermath of Social UnrestLooking forward, San Diego faces a critical juncture. The city must address the root causes of the tension to restore normalcy. Without decisive action to bridge the divide, the fear generated by this event could have long-term consequences for the community's cohesion and the city's reputation as an inclusive hub.

The Familiar FinalYou could be forgiven for having a sense of deja vu before a fourth Champions League final between the Spanish champions, Barcelona, and French champions, Lyonnes, on Saturday evening.The three-time champions and eight-time champions played each other in the final of Europe's premier competition three times in six years between 2019 and 2024, with Lyonnes earning a 4-1 win over the Catalan giants in 2019 and a 3-1 win in 2022 before Barcelona delivered a 2-0 defeat of the French side in 2024.However, predicting the outcome could not be harder and Barcelona's talismanic No 11, Alexia Putellas, said there is little that can be discerned from those previous meetings. "We can't compare seasons and we can't compare finals," said the two-time Ballon d'Or winner. "Our squad has evolved a lot, so previous finals don't have an influence on the final we are playing tomorrow."The Tactical Chess MatchA lot has changed. Most notably, Lyonnes are now managed by Jonatan Giráldez, who was a coach at Barcelona as they claimed their maiden UWCL title and at the helm for their second and third. Few managers are better equipped to return Lyonnes to the top of European football after a three-year hiatus than the man who understands the way Barça work and exactly how they ended the domination of the French side.As a result, the tactical approach of those on the sidelines is perhaps the most interesting piece of the puzzle in Oslo's Ullevaal Stadion.Giráldez said of Barça's development since he left: "They have some different players but their identity remains the same; this will to dominate and apply pressure. Not thinking about the result as much as about the show and the performance, that's their identity. I feel privileged to face Barcelona as I'm grateful for the experience I had there and I wish them the best – except when we have to win!"Master and ApprenticeOne of Giráldez's two assistants, Pere Romeu, replaced him when he departed for Washington Spirit in June 2024. "We are the two teams that have done the most in this competition to reach the final in recent years," said Romeu. "Tomorrow is going to be a very demanding match. Tomorrow is going to be a match with a lot of quality from both teams. Tomorrow is going to be a match that, as in all finals, is going to be decided by small details. We are going to try to take care of and control it to the maximum."The 32-year-old Barcelona manager won a domestic treble in his first season in charge, but fell short in the Champions League final last season as Arsenal delivered a shock defeat."I see a team that is more mature than last season," said Romeu. "I see a team with greater capacity to change things during the game than last season and I think we have reached a good point."Putellas described Romeu as a "complete coach", before the showdown on Saturday. "We've been working together for several seasons now and he has always tried to help me evolve as a player, which I'm very grateful for," she said. "He's the most complete coach. This season I've tried to do the best I possibly can without forgetting my own qualities in order to help the team."Romeu is relishing the master-apprentice battle in such a significant game. "I, as a coach, am super-excited to be able to face this match against a former coach of the club in Jonatan," he said. "I'm sure we'll both do everything we can to keep our teams' identities and keep doing the best we can to win."Dominate DomesticallyBarcelona secured another domestic treble on Saturday with a 3-1 Copa de la Reina final win over Atlético Madrid in their final game before travelling to Norway. Meanwhile, Lyonnes are one game away from their own domestic treble, having dispatched Nantes with an emphatic 8-0 win in the semi-final of the Premiere Ligue play-offs, with the final between the holders and Paris FC, taking place next Friday.The Lyonnes midfielder Lily Yohannes told Uefa that the club "just have so much hunger in us," after their three-year European dry spell. "We have so much fight. No matter what happens, we stick together, we rise above the challenges, and we just have such a winning mentality in the group."The 35-year-old centre-back Wendie Renard, who has been involved in each of the club's record eight Champions League wins, similarly spoke about a togetherness and desire in the team after a disappointing European run last season."If I had to sum up our journey this season: dedication," she told Uefa. "A Champions League campaign never comes easy, from one game to another. We've also had doubts and fears at times, but the squad has remained strong, and we've kept focusing on work and humility and performed well together."The Midfield BattleThe midfield battle will be key, with the impact of Melchie Dumornay, who was the difference maker in their semi-final fightback against Arsenal, critical for Lyonnes and Barcelona unsure of the readiness of the three-time Ballon d'Or winner Aitana Bonmatí, who is "feeling better every day", according to Romeu, but has not played 90 minutes for the team since November and only played 18 minutes of the Copa de la Reina final.Contrasting StylesThe Champions League final will ultimately be a contest between two different ways of playing, Barcelona's slick tiki-taka football and the more aggressive way Lyonnes play. Both cannot dominate possession in this game, one will have to cede it and find a different way to win. That is what makes it an enthralling fixture.

The Lead: West Ham's Relegation Fate Hangs in the Balance West Ham United faces a critical moment as they prepare to face Tottenham with their Premier League status hanging by a thread. With 36 points - the highest total for a relegated team in a decade - they need a victory to have any realistic chance of avoiding the drop, even a draw would require an improbable 12-goal victory against Leeds United. The Managerial Carousel: From Moyes to Nuno West Ham's current predicament comes after a cycle of managerial changes since they initially parted ways with David Moyes. The Scot had twice saved the club from relegation and delivered their first major trophy in 43 years, yet the board sought a more "exciting" style of play. They turned to Manuel Pellegrini, who achieved a 10th-place finish, but when his second season unraveled, Moyes was brought back to steady the ship. After achieving sixth and seventh-place finishes under Moyes, plus winning the Europa Conference League, the club again sought change. Julen Lopetegui lasted six months, Graham Potter eight games, before Nuno Espírito Santo was appointed in September 2025 on a three-year contract. The Tactical Approach: Routine Amid Crisis As relegation looms, Nuno has maintained a steadfast approach, refusing to deviate from his routine despite the mounting pressure. "The same approach, the same routine, the same dedication," he stated. The matchday process remains unchanged: team meetings, tactical preparation, and maintaining team spirit through a "big hug" before kickoff. Nuno has emphasized focus on their own match rather than being distracted by other results, particularly the simultaneous Tottenham vs. Everton fixture that could further impact their fate. The Player Factor: Bowen's World Cup Snub The uncertainty surrounding West Ham's future has been compounded by the news that Jarrod Bowen, a key player who flourished under Moyes, was not included in Thomas Tuchel's England World Cup squad. Despite several call-ups, the winger's omission adds to the club's instability. Nuno spoke to Bowen following the announcement, telling him: "Life is like that, that some decisions you just have to respect." The manager emphasized that Bowen "doesn't have to prove anything" and needs to be "the best of him" for the crucial match against Tottenham. The Future: Potential Exodus and Managerial Uncertainty Should relegation be confirmed, Bowen is expected to be among several key players likely to depart the club. Nuno, who signed a three-year contract just last September, refused to commit to his future beyond Sunday's match. "Our future is Sunday," he stated, "After that we will assess everything that we have to assess." The situation underscores a broader pattern at West Ham: the pursuit of immediate success and exciting football has often undermined the stability that Moyes provided, leading to repeated crises that ironically bring them back to the manager they initially let go.

The Spygate Scandal That Reshaped the Championship PlayoffsWhen television cameras captured Hayden Hackney crying after Middlesbrough's extra-time defeat to Southampton in the Championship playoff semi-final, little did the Championship's player of the season know that images captured days earlier would ultimately ensure his presence at Wembley. Southampton's expulsion from the playoffs for spying on Middlesbrough's training session has set up an unexpected final between Boro and Hull City, with both teams attempting to disregard the surrounding 'weird and crazy' noise.The Unfolding of the Spygate ScandalThe controversy began when Southampton manager Tonda Eckert dispatched an intern analyst, William Salt, to film one of Middlesbrough's pre-match training sessions on his phone. The mission's aim was to assess the availability of Hayden Hackney, who had been sidelined with a calf injury. Unfortunately for Salt, a freelance photographer on assignment with Middlesbrough happened to capture images of him attempting to conceal himself between a tree and a bush.Middlesbrough promptly submitted a formal complaint to the English Football League (EFL), and 'spygate' began gaining rapid traction in the national news agenda. The disciplinary commission subsequently expelled Southampton from the playoffs and docked them four points for the next season. When Southampton's appeal was dismissed just over 24 hours later, the precedent was set that would ultimately send Middlesbrough to Wembley.The Financial Stakes of the Unexpected FinalThe Championship playoff final represents a potential windfall of at least £205m in additional Premier League revenue for the winner. Hull City owner Acun Ilicali has spent recent days consulting lawyers who believe Southampton's expulsion should result in automatic promotion and the cancellation of the playoff final. Meanwhile, Jakirovic has bought 70 Wembley tickets for family and friends from Croatia, highlighting the personal significance of this unexpected opportunity.For Middlesbrough manager Kim Hellberg, the situation has been particularly challenging. 'The head is tired,' admitted the 38-year-old as he discussed a 'weird and crazy' fortnight. 'There's been a lot of emotion. I haven't been able to sleep.' Hellberg's initial plan to keep the players training between the semi-final and the disciplinary commission was disrupted, making preparation for the final unusually difficult.How the Scandal Echoes Previous Football Espionage CasesThe EFL disciplinary panel's judgment was heavily informed by the so-called 'Canada case' from 2024, where Canada women's coach Bev Priestman was found to have choreographed a spying operation against New Zealand at the Paris Olympics. Canada was docked six Olympic points, and Priestman and two of her staff were banned from football for a year by FIFA.As Eckert contemplates a career in apparent tatters, he can take some heart from Priestman's impressive comeback at New Zealand's A-League women's side Wellington Phoenix. However, Eckert faces not only the sack at Southampton but a Football Association inquiry into his supervision of espionage against not merely Middlesbrough but Oxford and Ipswich, too, with a potential ban looming.Two Managers' Unexpected Paths to WembleyWhile Middlesbrough's Swedish manager Kim Hellberg was a surprise appointment when he swapped Stockholm's Hammarby for Teesside after Rob Edwards's defection to Wolves last November, Hull's Sergej Jakirovic had even more modest ambitions. Back in August, finishing 'somewhere between 10th and 15th' represented the summit of his aspirations when he arrived from Turkey.When Jakirovic took over at Hull, the club had just avoided relegation to League One on goal difference on the final day of the previous season. Moreover, an EFL transfer embargo restricted him to recruiting free agents and loan signings. Hull's sixth-placed league finish and defeat of Millwall in the playoff semi-final emphasizes that Hellberg would be unwise to underestimate the tactical talent of this Mostar-born Jürgen Klopp admirer and gegenpressing disciple.The Future of English Football Post-SpygateThis scandal has raised important questions about the integrity of English football and the measures needed to prevent similar incidents in the future. The EFL will likely face pressure to strengthen its regulations regarding spying and unauthorized filming of training sessions. Meanwhile, both Middlesbrough and Hull City must now navigate the unique challenge of preparing for a playoff final that neither expected to reach just weeks ago.For the players, particularly Hayden Hackney who is expected to make his first appearance since March, the final represents an opportunity to write their own story, separate from the controversy that has dominated the headlines. As both teams prepare for Wembley, the focus will shift from the 'weird and crazy' spygate noise to the football itself, with the winner securing a place in the Premier League and the financial rewards that come with it.

The LeadFour races into the 2026 Formula One season, Mercedes arrives in Montreal with their first major technical upgrades, seeking to maintain their perfect record of four poles and four wins. As teams continue to adapt to the new regulations, the Canadian Grand Prix presents a unique challenge with its sprint format and distinctive circuit characteristics.Mercedes' Technical AdvantageMercedes has opened the season with a dominant car that has claimed all four poles and all four wins. With the new regulations offering enormous scope for improvement, the team brings their opening salvo of major parts to Quebec. While rivals like McLaren, Red Bull, and Ferrari have already implemented their first major upgrades in Miami, Mercedes' technical package could further solidify their position at the top of the grid.The Development RaceThe 2026 season is shaping up to be a fierce development fight as teams optimize their cars under the new regulations. In Miami, Red Bull and particularly McLaren made significant strides forward, with McLaren introducing a new front wing – a critical component in the aerodynamic battle. Team principal Andrea Stella estimated Mercedes still held about a tenth of a second advantage over McLaren in Miami, but with all teams continuously improving, the pecking order remains fluid.Driver DynamicsThe internal championship battle at Mercedes intensifies as 19-year-old Kimi Antonelli continues his impressive form, winning the last three races in a row to lead the world championship by 20 points over his more experienced teammate George Russell. Russell, the pre-season favorite, has faced questions about mounting pressure after managing only fourth place in Miami. The Canadian Grand Prix, a circuit where Russell has taken pole in the last two meetings and won last year, presents an opportunity for him to reassert himself in the title race.Circuit ChallengesThe Circuit Gilles Villeneuve presents a unique technical challenge with its long straights interrupted by short, stop-start chicanes and two hairpins at each end. Unlike high-speed circuits where aerodynamic developments are maximized, the Canadian track favors drivers who excel in technical precision rather than outright speed. The sprint weekend format adds another layer of complexity, with teams having only one practice session to assess and adjust around their new parts.Weather and Regulation FactorsTeams face additional challenges in Montreal, with temperatures potentially dropping to 11°C on Sunday and rain forecast – which would be the first competitive session these new cars have run in the wet. The lower temperatures and possible wet conditions could significantly impact tire performance and car handling. Meanwhile, off-track discussions continue about changing engine regulations, with manufacturers split between implementing changes for 2027 or 2028 to address driver dissatisfaction with the current power balance between combustion and electric components.

Allegations of Abuse Emerge from Freed Flotilla ActivistsOrganisers of the Global Sumud Flotilla released a Telegram statement on Friday, 2026-05-22 claiming that activists freed from Israeli detention reported severe physical and sexual violence, including at least 15 cases of sexual assault or rape.Details of the Reported ViolationsThe activists describe a pattern of mistreatment that began during the maritime interception and continued on two prison ships and in Israeli facilities:Being stripped, tied, and forced to kneel while the Israeli national anthem blared.Physical beatings, rubber‑bullet shots at close range, and taser shocks causing broken ribs, fractured vertebrae and eye injuries.Denial of legal counsel and prolonged confinement without water or blankets.Hospitalisation of several participants in Turkey and Italy for serious injuries.Key witnesses include Luca Poggi (Italian economist) and Ilaria Mancosu (Italian activist), who recounted the abuse to Reuters.Numbers Highlight the Scale of the Incident430 people were abducted from 50 ships in international waters on Tuesday, 2026-05-19.At least 15 sexual‑assault allegations have been documented.Multiple European nationals were injured: Germany reported several injured citizens, France had five hospitalised participants, and Spain confirmed four required medical treatment.Legal investigations are underway in Italy (kidnapping, torture, sexual assault) and Germany (serious accusations).International Repercussions and Diplomatic PressureEuropean governments have demanded explanations:German Foreign Ministry stressed “humane treatment” as an “absolute priority” and expects a full account.Italian prosecutors are set to hear testimonies from returning activists.French officials highlighted hospitalisations and sexual‑violence claims.Spanish Foreign Minister Jose Manuel Albares announced the arrival of 44 Spanish participants, four of whom required medical care.The allegations add to existing scrutiny of Israel’s handling of humanitarian flotillas, following the widely circulated video of Itamar Ben‑Gvir taunting detainees in Ashdod.What May Follow: Legal and Political OutlookPotential developments include:Formal criminal investigations in Italy and Germany that could lead to indictments for kidnapping, torture or sexual assault.Increased pressure on Israel from the EU and UN human‑rights bodies to allow independent monitoring of detainee treatment.Possible suspension or stricter regulation of future aid flotilla missions, affecting humanitarian access to Gaza.Heightened diplomatic tension between Israel and European states, potentially influencing broader Middle‑East policy discussions.

Executive Summary of the UK‑EU Trade Pitch The UK is positioning a single market for goods as the flagship of its effort to re‑integrate trade with the European Union. While the Cabinet Office’s EU‑relations chief Michael Ellam presented the idea in Brussels, EU officials rejected it, preferring a customs union or European Economic Area alignment—options that clash with Prime Minister Keir Starmer's stated red lines. UK Proposes a Goods‑Only Single Market to the EU During recent visits to Brussels, Ellam outlined a framework that would allow tariff‑free movement of goods while keeping the UK outside the EU’s customs union and free‑movement rules. Sources told the Guardian that EU diplomats instead suggested a broader customs union or EEA economic alignment, both of which would require acceptance of free movement of people—something Starmer has ruled out for his lifetime. £9 bn Annual Boost from Proposed SPS and ETS Deals Negotiations include a sanitary‑phytosanitary (SPS) agreement for food and drink. An emissions‑trading scheme (ETS) linkage is also on the table. The Cabinet Office estimates these two measures could add £9 bn a year to the UK economy by 2040. Political Constraints Shaping the UK‑EU Trade Dialogue Labour’s ambition to deepen economic ties runs into the same obstacles that stalled former Prime Minister Theresa May's Chequers plan—namely, the need for a “common rulebook” without free movement of people. EU officials warn that granting the UK preferential treatment could fuel Eurosceptic sentiment in member states, potentially influencing upcoming elections such as the 2027 French presidential race. Domestically, the upcoming Makerfield by‑election adds pressure, with Labour’s Andy Burnham signalling a focus on domestic issues rather than a return to the EU. What the Next Summer Summit Could Deliver The tentative summit, pencilled in for 13 July, is expected to focus on three priority deals: a veterinary agreement, the SPS‑ETS package, and a youth mobility scheme. While the single‑market for goods proposal appears stalled, progress on the food‑trade and emissions deals could still materialise, providing a modest economic uplift and a diplomatic signal that the UK remains a constructive partner despite broader political disagreements.