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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.

Family Outcry Over Maguire’s ExclusionOn the day the 26‑man England squad for Euro 2024 was announced, five close relatives of Harry Maguire took to social media to denounce manager Thomas Tuchel for omitting the 33‑year‑old centre‑back.Details of the Omission and Family ReactionsMaguires’s mother Zoe was the first to speak, writing, “You couldn’t have done any more. Hold your head high … Disgraceful.” She added a separate post calling the decision “absolute disgusted.”Joe (brother) – “the worst decision I’ve ever seen”.Laurence (brother) – described the call as a “shambles”.Fern (wife) – Instagram caption: “Beyond devastated for you… there was nothing else you could have possibly done to prove your worth.”Daisy (younger sister) – “Crazy decision. Keep your head up.”Maguires himself posted that he was “confident I could have played a major part this summer for my country” and expressed that he was “shocked and gutted by the decision”.Numbers Behind the Decision: Caps, Squad Size, and Injury History67 caps earned under former manager Gareth Southgate.Participated in Euro 2020 (final) and World Cup 2018 (semi‑finals), plus the 2022 World Cup in Qatar.Ruled out of Euro 2024 consideration earlier due to a lingering injury.England’s final squad limited to 26 players for the North American tournament.Potential Ripple Effects on England’s Campaign and Public SentimentThe public criticism from Maguires’s family could amplify media scrutiny of Tuchel’s selection policy, especially given the manager’s recent appointment and limited time to imprint his philosophy. Fans may question the balance between experience and form, while the defender’s absence removes a seasoned leader from a backline that has struggled with consistency.Moreover, the episode coincides with Maguires’s ongoing legal battle in Greece, potentially distracting the player and the club from on‑field matters.What Lies Ahead for Maguire and England’s Selection PolicyShould England progress deep into the tournament, the omission may be revisited for future competitions, especially if defensive frailties emerge. For Maguire, a strong club season with Manchester United could reignite calls for a recall, but his legal appeals may also affect his international prospects.For Tuchel, navigating this early controversy will be crucial to maintaining authority within the squad and securing public support ahead of the Euro 2024 kickoff.

The Return of Janez Jansa Slovenia's parliament has voted to bring back right-wing politician Janez Jansa as prime minister, after his last stint in power ended in 2022. The Parliamentary Vote Legislators in the 90-member assembly voted 51-36 for Jansa on Friday – marking a shift for the small European Union country recently run by a liberal government. Jansa will need to return to parliament within the next 15 days for another vote to confirm his future Cabinet. His appointment concludes a post-election stalemate after the vote two months ago ended in a tie. The New Coalition Government Jansa and his populist Slovenian Democratic Party (SDS) signed a coalition agreement with several centre-right groups to form a new government, which now holds 43 seats in the assembly. The new coalition government is made up of the SDS, New Slovenia, Democrats, the Slovenian People’s Party and Focus. It also secured additional backing from the right-wing Resnica party, which will not formally join the government. Jansa's Future Goals In a speech laying out the government’s future goals, Jansa listed the economy, the fight against corruption and red tape, and decentralisation. He also promised to lower taxes for the rich and support private education and healthcare. The Impact of Jansa's Appointment Jansa is an admirer of US President Donald Trump and was also a close ally of Hungary’s former populist Prime Minister Viktor Orban. During his last term in office, Jansa faced accusations of clamping down on democratic institutions and press freedoms, leading to protests then and scrutiny from the European Union. The Future Outlook It will be the fourth time 67-year-old Jansa has been in office, having previously led the country from 2004 to 2008, 2012 to 2013 and 2020 to 2022.

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.

Gabbard's Resignation Shakes Trump's Intelligence TeamTulsi Gabbard has officially resigned from her position as Director of National Intelligence in President Trump's administration, with her personal health circumstances cited as the driving factor behind her departure.Resignation Letter Reveals Personal Health CrisisIn a letter posted on her X account, Gabbard expressed her gratitude to President Trump for the opportunity to lead the Office of the Director of National Intelligence for the past year and a half. She specifically mentioned being 'deeply grateful for the trust you placed in me' during her tenure.Impact on Intelligence Leadership TimelineGabbard served in the role for approximately one and a half years before making the decision to resign. Her departure marks another change in the leadership of the U.S. intelligence community during the Trump administration, potentially disrupting ongoing initiatives and priorities.Ripple Effects on National Security OperationsThe sudden resignation of the top intelligence official could create temporary instability in national security operations. Intelligence agencies may face leadership transitions during a critical period, potentially affecting intelligence gathering, analysis, and dissemination processes.Future of Intelligence Leadership Under TrumpPresident Trump will now need to nominate a replacement for the vacant Director of National Intelligence position. This appointment could signal the administration's future direction for intelligence priorities and may face scrutiny from Congress and national security experts.

The Lead Nine Western countries, including the United Kingdom, France, Germany, Italy, Canada, Australia, New Zealand, Norway, and the Netherlands, have issued a joint statement urging Israel to halt its expansion of settlements in the occupied West Bank. The statement emphasizes that these settlements violate international law and has condemned the recent surge in settler violence. The Event Details The joint statement, released on Friday, highlighted the deteriorating situation in the West Bank over the past few months. It noted that settler violence has reached unprecedented levels and criticized the Israeli government's policies, which are undermining stability and prospects for a two-state solution. The statement specifically mentions that over 700,000 Israelis live in illegal settlements in the occupied West Bank. It also references a plan approved in February for Israel to claim large areas of Palestinian land in the occupied West Bank as 'state property.' The Data Analysis The statement warns that businesses should not bid for construction tenders for settlement developments, including the E1 area, due to the legal and reputational consequences of participating in settlement construction. The E1 area plan involves building thousands of new housing units, which would effectively bisect the West Bank and isolate Palestinian communities. The E1 area development would spread over 12 square kilometers and link the large and illegal Ma'ale Adumim settlement with Jerusalem. The Impact Analysis The joint statement comes amid increasing criticism of Israel's actions, particularly following a recent incident involving the harsh treatment of foreign activists abducted by Israeli forces from a Gaza-bound flotilla. Several countries, including Italy and France, have summoned Israeli ambassadors to explain the incident. Israel's far-right National Security Minister, Itamar Ben-Gvir, posted a video of himself taunting the activists, which was widely condemned. Canadian Foreign Minister Anita Anand called the incident 'deeply troubling,' while UK Foreign Secretary Yvette Cooper described the scenes as 'totally disgraceful.' The Prediction The statement concludes with a call for the Government of Israel to end its expansion of settlements and administrative powers, ensure accountability for settler violence, and investigate allegations against Israeli forces. It also urges Israel to respect the Hashemite custodianship over Jerusalem's Holy Sites and lift financial restrictions on the Palestinian Authority and the Palestinian economy.

The Lead: Rubio's Diplomatic Mission to IndiaUnited States Secretary of State Marco Rubio will travel to India on Saturday for a three-day visit taking in Kolkata, Agra, Jaipur and New Delhi. He will discuss energy security, trade and defence cooperation with senior Indian officials, US State Department spokesperson Tommy Pigott said in a statement on Tuesday.The visit comes as relations between US President Donald Trump and India's Prime Minister Narendra Modi continue to fluctuate, making Rubio's diplomatic mission particularly significant in the current geopolitical landscape.The Quad Context: Strategic Alignment in the Indo-PacificRubio is spending a few days in India ahead of a meeting of foreign ministers from the informal Quad security forum comprising the US, Japan, Australia and India in New Delhi on May 26. The Quad, or the Quadrilateral Security Dialogue, has been referred to as "the Asian version of NATO". It was formed as a response to the rising power of China and has carried out joint military and naval exercises in the Indo-Pacific region.Rubio's meeting with other leaders of the Quad will also be seen as a sign of the US reaffirming its commitment to the Indo-Pacific region, which has become increasingly important in global geopolitics.The Economic Leverage: Adani Case and Russian Oil SanctionsRubio's visit comes days after the Trump administration moved to dismiss US criminal fraud charges against Indian billionaire Gautam Adani in a case in which he is accused of bribing Indian officials with as much as $265m to secure contracts and of lying to US investors to secure a solar energy project in India, allegations that his company has long denied.The case was dropped by the US Department of Justice (DOJ) after Adani pledged a $10bn investment in the US. In an X post on Monday, US Treasury Secretary Scott Bessent announced another 30-day extension of a sanctions waiver allowing purchases of Russian seaborne oil to aid "energy-vulnerable" countries hit by the Iran war, reversing plans not to grant an extension.This extension has temporarily eased pressure on major Russian oil buyers such as India, which has previously faced US criticism for its reliance on discounted Russian crude.The Regional Impact: US Balancing Act Between India and PakistanRubio's visit comes after months of improving relations between the US and Pakistan, India's arch enemy. In April last year, India and Pakistan became embroiled in armed conflict after attackers killed 26 people in Pahalgam, a popular tourist spot in Indian-administered Kashmir. Following the Pahalgam attack, New Delhi scaled back diplomatic ties with Islamabad and suspended the Indus Waters Treaty.On May 7, India struck nine sites in Pakistan and Pakistan-administered Kashmir with missiles, which Islamabad said killed dozens of civilians. A ceasefire – for which Trump claimed credit – was eventually brokered on May 10. However, tensions between the South Asian neighbours continue to simmer."PM Modi told President Trump clearly that during this period, there was no talk at any stage on subjects like India-US trade deal or US mediation between India and Pakistan," Indian Foreign Secretary Vikram Misri said last June.The Future Outlook: Navigating Complex Geopolitical WatersAnalysts say that Rubio's visit to India is part of Washington's attempt to mend bilateral ties with New Delhi following tension between Trump and Modi last year. Sadanand Dhume, senior fellow for India, Pakistan and South Asia at the Council on Foreign Relations (CEFR), wrote in an article for the CEFR website on Thursday that Rubio is going to India in "repair" mode.Last October, Indian Foreign Secretary Shyam Saran told The Wire: "The 25-year upward trajectory of India-US relations has certainly plateaued, if not started declining". The coming months will be crucial in determining whether Rubio's visit can successfully reset the relationship or if the current tensions will continue to define US-India relations.

Executive Summary of the Polish DeploymentDonald Trump used his Truth Social platform to declare that the United States will send an additional 5,000 troops to Poland, linking the decision to his endorsement of Poland’s right‑wing President Karol Nawrocki. The announcement arrives days after the Pentagon halted a separate 4,000‑troop rotation, sparking debate over whether the new troops are a redeployment of the cancelled unit or a fresh allocation.Trump Announces 5,000‑Troop Reinforcement to PolandThe post, dated Thursday, framed the deployment as a reward for the “successful election” of President Nawrocki and a signal of strong U.S.–Polish ties. The Pentagon has not confirmed the composition of the 5,000‑troop force, nor its origin—whether from the previously cancelled 2nd Armored Brigade Combat Team of the 1st Cavalry Division or from other bases such as Germany.Numbers Behind the Deployment and Existing US Presence5,000 troops announced for new deployment.~4,000 troops from the 2nd Armored Brigade Combat Team whose rotation was cancelled.Poland currently hosts about 10,000 U.S. troops on a rotational basis.Poland allocates roughly 4.5% of GDP to defence, one of NATO’s highest spending rates.The Enhanced Defense Cooperation Agreement signed in 2020 formalises a longer‑term U.S. presence in Poland, providing a legal framework for such deployments.Strategic and Political Implications for NATO’s Eastern FlankThe reinforcement bolsters NATO’s eastern edge at a time when the alliance faces heightened Russian activity in Ukraine. It also reflects Trump's increasingly transactional diplomacy—rewarding allies that align with his political brand while pressuring those perceived as less cooperative, such as Germany and Spain.Polish officials, including President Nawrocki and Foreign Minister Radek Sikorski, welcomed the move, describing it as a “vital pillar of security.” German Foreign Minister Johann Wadephul echoed the sentiment, emphasizing broader alliance benefits.What May Come Next for US‑European Military RelationsAnalysts anticipate several possible scenarios: (1) the 5,000 troops could be a temporary boost, later integrated into a permanent footprint; (2) Washington may continue reshaping its European deployments around leaders it deems politically reliable; (3) NATO members could press for clearer, multilateral commitments to avoid perceived “carrot‑and‑stick” tactics.Future statements from the White House and the Pentagon will be critical in determining whether this deployment signals a long‑term strategic shift or a short‑term political gesture.

The MCMC’s Directive to TikTok Over Royal DefamationThe Malaysian Communications and Multimedia Commission (MCMC) instructed TikTok on Thursday, 22 May 2026 to implement “immediate remedial measures” against an account claiming to be linked to King Sultan Ibrahim. The regulator demanded stronger moderation, removal of “grossly offensive, false, menacing and insulting” posts—including AI‑generated videos and manipulated images—and a formal explanation for TikTok’s prior “unsatisfactory” responses.Regulatory Context: Malaysia’s Sedition Law and Royal ProtectionMalaysia, a constitutional monarchy, enforces a sedition law dating back to 1948 that criminalises speech deemed to incite hatred or contempt toward the royal family. The MCMC’s order follows a pattern of stricter enforcement, such as the brief block of the AI assistant Grok in January and pending legislation to ban social‑media use by anyone under 16 years old.Implications for Social Media Governance in Southeast AsiaSets a precedent for regulators demanding rapid content removal when royalty is involved.Signals heightened scrutiny of AI‑generated media, which can amplify defamatory material.Aligns Malaysia with regional peers—Australia, Indonesia, France—pursuing age‑based social‑media restrictions.Potential Ripple Effects on TikTok’s Regional OperationsNon‑compliance could trigger further access restrictions or fines, pressuring TikTok’s parent company ByteDance to overhaul moderation tools across Southeast Asia. The platform may need to invest in localized AI detection and faster response protocols to satisfy multiple national regulators.What’s Next for Digital Content Regulation in MalaysiaThe MCMC has pledged “firm and proportionate action” to ensure a “safe, secure and respectful online environment.” Expect continued monitoring of royal‑related content, possible expansion of the sedition law’s digital scope, and stricter enforcement of upcoming under‑16 social‑media bans.