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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 Unseen Menace: Drones Erode Public Confidence in ColombiaResidents across Colombia are reporting a new source of anxiety as unauthorized drones infiltrate airspace, creating a sense of vulnerability that transcends traditional security threats. The phenomenon, characterized by the auditory sensation of drones before their visual confirmation, has sparked a debate on the adequacy of current surveillance infrastructure.The Auditory Precedent: The 'Hear Before See' PhenomenonThe core of the crisis lies in the unique sensory experience reported by citizens. Unlike traditional aircraft or even visible drones, these incursions are described as audible first, creating a psychological barrier of uncertainty. This suggests a shift in how unauthorized aerial vehicles are being deployed, potentially utilizing stealth technology or operating in low-altitude, hard-to-detect corridors that bypass standard radar.The Psychological Toll: Measuring the Impact of FearThe 'fear' mentioned in the title serves as the primary data point for this security breach. The anxiety is not merely about the noise but the unknown intent of the operators. This psychological impact disrupts community cohesion and erodes trust in local authorities' ability to maintain order and safety within the airspace.A Security Vacuum: The Strain on Law EnforcementThe inability to detect these devices visually before they are heard indicates a significant gap in Colombia's defense capabilities. Law enforcement agencies are currently struggling to intercept these low-altitude threats, creating a security vacuum that could be exploited for smuggling, surveillance, or other illicit activities.The Future of Aerial Defense: Adapting to the New RealityLooking ahead, the Colombian government will likely be forced to accelerate the deployment of advanced counter-drone systems and acoustic detection technologies. The 'hear before see' reality necessitates a shift from visual-centric surveillance to multi-sensory monitoring to restore public confidence and secure the skies.

The Grand Slam Protest Aryna Sabalenka, the world's No 1 tennis player, led a group of top players in a protest at the French Open, demanding better pay and welfare for lower-ranked players. The players limited their media duties to 15 minutes, a symbolic figure representing the roughly 15% of average revenue allocated to player prize money by the grand slams. The Players' Demands The players are seeking a greater financial contribution from the grand slams to improve the welfare of lower-ranked players, who struggle to make a living in the tennis world. They also want to create a grand slam player council to give players a greater say in the event. The Protest in Action The top players, including Sabalenka, Jannik Sinner, Iga Swiatek, and Coco Gauff, among others, capped their media duties at 15 minutes, split between a 10-minute press conference and a five-minute interview with the host broadcaster. While some players, like Daniil Medvedev, graciously answered additional questions, others, like Gauff, used a timer to keep to the 10-minute mark. The Impact on the Tennis Community The protest highlights the growing tensions between top players and grand slam organizers over issues of pay and welfare. With the emergence of the LIV tour in golf, tennis players are looking to learn from the fractured nature of golf and find a more unified voice to improve the structure and future of their sport. The Future of Tennis The protest shows that top players are united in their cause, with Medvedev describing it as the most unified he has seen the top players. As tennis continues to evolve, it remains to be seen how the grand slams will respond to the players' demands and whether the sport can find a more equitable solution for all players.

The LeadA proposal to allow four academy sides from Women's Super League clubs to join the third tier from 2027 has been approved by the FA Women's National League board, despite significant backlash from lower-league clubs. The plans will now be put to the Football Association for further discussion before the changes can be rubber stamped, with a final decision expected in July.The Proposed Structural ChangeUnder the scheme, four professional game academies (PGAs), chosen on the "strength of academy and proportion of English talent," would join the third tier with a three-year license. These academy teams would be prohibited from promotion to the second tier but could be relegated. The other WSL clubs' PGAs would remain in their existing leagues. The FA has also proposed a potential investment package of about £1m, enhancements to legal and medical support in the loan system, and play-offs in tier four.The Division of OpinionThe proposal has divided opinion in the women's game. Manchester City are among several WSL clubs that support the move. The champions' managing director, Charlotte O'Neill, stated they would like to enter an academy team into the third tier, saying: "We've seen in Spain, for example, how powerful that's been for Barcelona." However, a number of lower-league clubs have voiced concerns. Some coaches have vented their frustration on social media, accusing the FA of "rehashing and repackaging" a scrapped plan to introduce WSL B teams. Ian Chiverton, chair of Portsmouth's supporters club, accused the authorities of "pandering to the WSL teams," while Danny Taylor, assistant manager of Mancunian Unity, called the idea an "absolute disgrace."The FA's RationaleSue Day, the FA's director of women's football, defended the governing body's plans, saying she believes the game is at a "crucial turning point." Day added: "Too many talented young players are not getting the opportunities they need to develop, and without action, that risks holding back the future of the sport. A stronger pathway produces better players and strengthens the national team, which in turn fuels the growth and visibility of the game at every level."Future ImplicationsThe introduction of WSL academy teams to the third tier could significantly alter the landscape of women's football in England. While the FA argues that stronger pathways will benefit the national team, critics worry about the impact on existing lower-league clubs and competitive balance. The final decision in July will determine whether this controversial restructuring moves forward, potentially reshaping the women's football pyramid for years to come.

The Acquisition Deal Eco-friendly retailer Everlane, known for its commitment to sustainable and affordable clothing, is being acquired by Chinese fast-fashion giant Shein. A letter to Everlane employees from CEO Alfred Chang confirmed the deal, although the purchase price was not disclosed. Everlane's Background and Challenges Everlane was founded in 2011 by Michael Preysman and Jesse Farmer with a mission to produce eco-friendly and affordable clothing. Despite its efforts to promote sustainability, the company has faced controversies surrounding worker treatment and struggled with declining sales and mounting debt. The Impact on Everlane's Operations Everlane will remain an independent brand, staying true to its sustainability commitments. CEO Alfred Chang will continue in his role, and the leadership team will remain in place. The deal is expected to provide financial stability and resources for Everlane to invest in product innovation and staff. Strategic Implications for Shein The acquisition allows Shein to establish a presence outside of fast fashion, which has become increasingly challenging due to tariffs and trade restrictions. However, the partnership may be perceived as conflicting with Everlane's eco-friendly values, potentially impacting customer loyalty. Future Outlook The acquisition is seen as a strategic move to save Everlane from financial struggles, but it also comes with challenges. As Shein integrates Everlane into its portfolio, the success of this partnership will depend on balancing business growth with sustainability commitments.

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.

The Road to Wembley Hull City owner Acun Ilicali is set to take his team to Wembley for a chance to secure a Premier League spot. The Turkish media mogul has been at the helm of Hull since January 2022 and has overseen a tumultuous period, including multiple coaching changes and playoff battles. The Coaching Carousel Ilicali has changed coaches several times, which some attributed to his ego. However, he claims it was due to his 'lack of ego,' as he aims to correct mistakes and find success. The current coach, Sergej Jakirovic, was appointed after a series of changes, and Ilicali is optimistic about the team's chances. Overcoming Adversity The team has faced challenges, including the 'spygate' scandal involving Southampton. Despite this, Hull secured sixth place on the final day and defeated Millwall to reach the playoffs. Ilicali is proud of his team's achievement and believes they have a good chance of promotion. Financial Commitment and Future Plans Ilicali has invested significantly in the team, spending over £100m and owning every player who started the recent win against Millwall. He is committed to long-term recruitment and is optimistic about the team's future prospects. Premier League Ambitions If Hull City secures promotion, Ilicali is aware of the challenges they will face in the Premier League. He cites Sunderland as an example of a team that can survive their first season and progress. Ilicali is not afraid of failure but is focused on helping the team learn and grow.

What is Immunotherapy? Immunotherapies are biological treatments that harness the immune system to prevent, control and fight diseases and other conditions. The most familiar are vaccines, which train the immune system to recognise targets such as invading pathogens. Other immunotherapies boost immune responses when they are too weak, or dampen them down when they are out of control. Still others draw on engineered immune cells or lab-made antibodies to disrupt disease processes. The Evolution of Immunotherapy Efforts to prevent disease by boosting the immune system date back thousands of years, but advanced therapies for a wide range of illnesses have come to the fore in the past two decades. A global registry of clinical trials listed 1,257 trials of immunotherapies between 2006 and 2016. The figure leapt to 4,591 in the past decade. How Do Cancer Immunotherapies Work? Cancer patients have seen great benefits from immunotherapies and dozens are now approved for more than 30 types of cancer. Some tumours evade the body’s defences by switching off immune cells, but antibody-based drugs – called checkpoint inhibitors – reactivate them so they can recognise and attack the malignancies. The Future of Immunotherapy: Beyond Cancer Researchers are now testing whether existing immunotherapies can help a broader range of patients. This includes treating allergies, infections, brain diseases, and autoimmune disorders. Some of the most exciting new immunotherapies draw on recent Nobel prizewinning work on regulatory T-cells, or Tregs, which can be used to dampen down immune responses. The Potential of Tregs in Immunotherapy Tregs are unusual immune cells that stand the immune system down once the threat has been dealt with. Therapies are in the pipeline for dementia and autoimmune diseases from type 1 diabetes and rheumatoid arthritis to lupus and chronic inflammation. The potential for Tregs is vast, and researchers believe that half of all deaths have a component that is immunological.