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The Founders' Vision Mariama Diallo and Ayooluwa Odemuyiwa, former employees of Goldman Sachs and Meta, respectively, left their jobs to build voice AI for emerging markets. Their startup, AethexAI, aims to provide customer support and service solutions for businesses in Africa and the Middle East. The Challenge of Localized Dialects Building a product that sounds human and responds without noticeable delay is harder in some markets than others. Most major players weren’t built with Africa and the Middle East in mind, leaving a gap for AethexAI to fill. The Technical Breakthrough Rather than using existing orchestration tools, AethexAI built its own small model and orchestration layer from scratch to handle localized dialects of English, French, and Arabic. The company developed its Kora series, with parameters ranging from 300 million to 1.7 billion, to tackle the latency problem while maintaining accuracy. The Data Collection Process AethexAI used anonymized recordings from a call center partner. The startup shipped hard drives to radio stations across Africa to collect more audio data. A contributor network of university students was built to annotate data and pronounce local names. The Business Strategy The company is taking care to walk clients who are new to voice AI through the process, offering onsite demos and workshops to help them identify the best use cases for automation. AethexAI is open to working across all industries, but currently focuses on calls for debt collection, customer activation, or KYC verification. The Market Opportunity The Africa and Middle East market is fundamentally different from the markets most voice AI companies were built to serve. Enterprises in these regions process roughly three times the call volume of their Western counterparts, making AethexAI's solution a valuable opportunity. The Future Outlook With the $3 million in pre-seed funding, AethexAI plans to continue developing its voice AI solutions for emerging markets. The startup is hiring forward-deployed engineers and building channel partnerships with telecoms providers to handle telephony for voice AI calls.

The Restructuring Effort Developer platform GitLab has laid off about 14% of its workforce, approximately 350 employees, as part of a broader restructuring effort. The company announced in May that it would reduce its workforce as it exited 22 countries, flattened management layers, and invested in infrastructure to scale its platform and serve increased traffic from AI workflows. Scaling for AI Workloads CEO Bill Staples said during a conference call on Tuesday that agentic workloads are stressing developer infrastructure more than it was designed to handle. GitLab's rival GitHub has also struggled to deal with a massive influx of AI-powered submissions that have affected its uptime. GitLab is partnering with an unspecified AI lab to design and rebuild its infrastructure for AI workloads. The company is constructing APIs optimized for agents to store and retrieve context, including code. GitLab is investing in orchestration tools for coordinating software development between AI agents and developers. Financial Impact GitLab reported first-quarter revenue of $264 million, up 23% from a year earlier, and gross margins of 88%. The company expects to incur $30 million to $35 million in restructuring expenses as part of the effort. Industry Trend GitLab joins a number of tech companies such as Intuit, Amazon, Block, Cisco, Cloudflare, Meta, Microsoft, and Oracle that have laid off large numbers of employees, citing a need to make AI a core part of their business. The tech industry has already cut more than 100,000 jobs this year, per Statista. The Future Outlook The tech industry is seeing a familiar pattern: companies reporting record revenues while simultaneously shrinking their workforces, with AI cited as both the reason for growth and the justification for cuts. GitLab's focus on AI workloads and infrastructure is expected to drive future growth, but at the cost of significant restructuring expenses.

The Battle for the Living Room ScreenThe global streaming landscape has experienced a seismic shift, with YouTube officially overtaking Netflix in average daily viewing time across international markets. Once considered a secondary platform for short-form mobile content, YouTube's aggressive expansion onto television sets has redefined its position in the media hierarchy. As Netflix co-chief executive Ted Sarandos recently acknowledged, “YouTube is TV.”Convergence of Social Video and Premium StreamingThe rivalry has intensified as both tech giants encroach on each other's traditional territory. YouTube, owned by Alphabet, is no longer relying solely on user-generated content. The platform has made aggressive plays for premium live broadcasting rights, including a multi-year deal to stream the Oscars and exclusive live sports like the NFL. Conversely, Netflix is adopting YouTube's playbook by investing heavily in video podcasts, such as striking a deal for The Rest Is Football during the World Cup.Shifting Minutes and Demographic SurgesData from the Digital i agency across 20 international markets reveals a stark reversal in viewing habits between 2024 and 2025:YouTube average daily usage surged from 87.2 minutes to 99.1 minutes.Netflix average daily usage dropped from 100.5 minutes to 93.4 minutes.The share of YouTube viewing on actual televisions accelerated, rising from 28% to 35%, while mobile viewing declined.Demographically, while Gen Z remains the most engaged audience at 111 minutes a day, the strongest growth came from men aged 55 to 64, whose viewing increased by 15%. Geographically, South Korea logged the highest daily usage at 161.5 minutes, with France recording the highest growth rate at 33%.Blurring the Lines of Content CreationUnlike traditional public service broadcasters or streamers, YouTube operates primarily as a host rather than a commissioner of content. However, traditional media giants have begun to “crack the YouTube reach code,” utilizing the platform for massive distribution. Channels like Saturday Night Live and Universal Pictures secured tens of millions of unique views on the platform last year, proving that YouTube functions as a primary entertainment destination rather than just a social media site.The Future of the Unified Entertainment HubAs YouTube's evolution into a “dominant global attention platform” continues, it is increasingly attracting regulatory scrutiny. In the UK, the government and regulators have indicated they may enforce prominence for traditional broadcasters like the BBC and ITV directly on the YouTube platform. Moving forward, the industry is heading toward a unified entertainment hub where high-budget Hollywood productions, live sports, and independent creator content compete side-by-side on the exact same screen.

The Escalating Heat Crisis in EuropeMeteorological summer has begun with scorching heat that struck before spring was even over. Western Europe, now mostly free from last week's heat dome that shattered temperature records for May in the UK and Ireland, is already bracing for another sweltering summer. The World Meteorological Organisation has warned everyone to prepare for the imminent return of the warming weather pattern El Niño, which will likely exacerbate the situation.The Human Cost of Rising TemperaturesScientists are still calculating the death toll from the latest bout of hot weather, but early modeling suggests 250 extra deaths in the UK alone on the weekend before temperatures peaked. The full death toll is expected to be particularly high because the heat struck before people had properly adjusted their behavior to stay safe. Heat kills more people in Europe than almost any other issue, from crime to terror attacks, with many tens of thousands of early deaths each year. A study in September attributed two in every three heat deaths in European cities to climate breakdown.The Policy Gap in Heat PreparednessDespite the growing threat, simple steps to save lives—many of which are cheap or would pay for themselves in the long run—are largely absent from national politics. A survey of European countries in 2024 found just 21 of 38 had heat-health action plans. Efforts to transform carparks into green spaces are often still considered radical. This collective denial persists even as the scientific evidence mounts about the dangers of extreme heat.Climate Shelters: A Growing ResponseIn response to the crisis, climate shelters have emerged as a critical adaptation strategy. These spaces, where people can take refuge, cool down, and drink water, have become popular in Barcelona, where they've grown to more than 400 since the local program began in 2020. The concept has now spread across Spain, with Pedro Sánchez, the socialist prime minister, announcing a national network of climate shelters as part of a "state pact to tackle the climate emergency." Cities across Europe are adopting similar approaches, with formal cooling zones appearing from Paris to Vienna.Regional Disparities in Heat VulnerabilityWhile southern Europe is most exposed to punishing temperatures, the real test for adapting to a warmer world may come in northern Europe. Streets and buildings in Mediterranean countries have been designed with heat in mind—think shutters, awnings, shaded streets, and public fountains—and there are signs that people are already reducing risk by adapting. Northern European countries such as the UK, Switzerland, and Norway will suffer the greatest relative rise in uncomfortable temperatures, according to a 2023 study.Toward a Cooler Future: Practical SolutionsIn the UK, poorly insulated homes expose people to dangerous temperatures in both winter and summer. The government's official climate advisers have recommended that air conditioning be installed in all care homes and hospitals within the next 10 years, and in all schools within 25 years. While greening cities and reducing pollution remain critical, individuals can also make a difference through simple actions: drawing blinds, drinking water, staying indoors during the hottest parts of the day, and checking on vulnerable neighbors. These interventions, doctors and scientists assure, can make a meaningful difference in saving lives during extreme heat events.

Iran’s Squad Sets Off for Mexico Amid Visa UncertaintyIran’s delegation announced on Wednesday that it will depart Antalya for Tijuana at 15:20 (1220 GMT) on Saturday, June 6 and arrive in Mexico at 01:30 am (0730 GMT) on Sunday, June 7. The team will travel via Spain before joining its World Cup base camp.Visa Timeline, Recent Friendlies, and Upcoming FixturesJune 6‑7: Departure from Turkey, arrival in Mexico.June 8: Expected receipt of Mexican visas (according to federation chief Mehdi Taj).June 9‑10: Anticipated issuance of U.S. visas.June 11‑19: World Cup matches in the United States.Since the start of the U.S.–Israel war on Iran (Feb 28), the squad has played three friendlies in two Antalya camps, recording one loss to Nigeria and victories over Costa Rica and The Gambia. A final warm‑up against Mali in Turkiye will be held behind closed doors.Geopolitical Tensions Cast Shadow Over Iran’s CampaignU.S. Secretary of State Marco Rubio told Senate lawmakers that the United States will not allow individuals with ties to the Islamic Revolutionary Guard Corps (IRGC) to “embed” in the World Cup delegation. The warning follows a April incident where an Iranian football delegation, including Mehdi Taj, was turned back at Toronto Pearson Airport despite holding valid visas, citing “unacceptable behaviour” by Canadian immigration officials. Canada has listed the IRGC as a terrorist organization, and the Iranian federation has sought guarantees from FIFA that the U.S. will not insult the IRGC during the tournament.What Lies Ahead for Team Melli in North AmericaIf visas are secured in time, Iran will face New Zealand and Belgium in Los Angeles on June 15 and June 21, followed by a match against Egypt in Seattle on June 26. Continued diplomatic friction could affect squad morale and logistical planning, especially if U.S. authorities enforce the IRGC restriction. Analysts suggest that any delay or restriction may force the federation to seek alternative arrangements, potentially jeopardising Iran’s competitive preparation for Group G.

Coralogix Secures $200M to Monitor AI Agents Coralogix, a Boston-headquartered software-monitoring startup founded in Israel, has raised $200 million in a new funding round, betting that the rise of AI agents will drive demand for a new generation of tools to monitor, troubleshoot, and manage increasingly autonomous software systems. Series F Financing and Investor Appetite The Series F financing comes just 11 months after Coralogix raised $115 million in a Series E round, a pace that reflects just how quickly investor appetite for AI infrastructure companies has accelerated. The new round values the startup at $1.6 billion post-money and was led by Advent and the Canada Pension Plan Investment Board (CPPIB), with participation from Greenfield Partners and Brighton Park Capital. The company has now raised a total of $550 million to date. The Rise of AI Agents and Demand for Monitoring Tools The investment comes as software companies race to adapt to the rise of AI agents, software systems that can autonomously write code, investigate problems, and complete tasks that would previously have required a human engineer. Coralogix is among a growing number of infrastructure firms betting that as AI systems move into production, demand will rise for tools that can monitor their behavior, troubleshoot failures, and provide the operational data needed to keep them running reliably. Coralogix's Platform and Growth Founded in 2014, Coralogix helps companies monitor the health and performance of software systems by collecting and analyzing operational data such as logs, metrics, and traces — essentially a continuous record of what a software system is doing and how it’s behaving. The platform is used by more than 5,000 customers worldwide, including IBM, Tradeweb, and JFrog, to detect outages, investigate incidents, and optimize applications. The startup grew revenue by more than 60% over the past year and now counts about 30 customers spending more than $1 million annually. The Future Outlook The funding will be used to accelerate investment in AI-focused products, security offerings, and global expansion. Coralogix does not currently expect to raise additional capital and is working toward profitability over the next few years. The company is also preparing to operate with the financial discipline of a public company, though it stopped short of committing to a timeline for an initial public offering.

The Looming Crisis of Agricultural AntibioticsThe global battle against antimicrobial resistance (AMR) faces a severe setback as a new report from the UN’s Food and Agriculture Organization (FAO) projects a 30% increase in livestock antibiotic use by 2040. Driven by surging global meat demand and inconsistent regulatory oversight, this trajectory threatens to undo recent progress and render essential human medicines ineffective.The Resurgence of Antimicrobial Misuse in AgricultureAnimal husbandry currently accounts for nearly three-quarters of all antimicrobial consumption worldwide. While global tonnage of antibiotics used in farming had previously fallen by a third since its 2013 peak, those gains are rapidly eroding. In many regions, herds are still routinely dosed, and producers are increasingly reverting to antibiotics for growth promotion rather than strictly therapeutic use.Global use is projected to surpass 143,000 tonnes annually by 2040, up from 2019 levels.This surpasses the previous historical peak of 118,000 to 130,000 tonnes recorded in 2013.The Staggering Economic Toll of Antimicrobial ResistanceThe financial implications of this agricultural trend are catastrophic. Antimicrobial resistance already drains an estimated €11 billion annually from the European economy alone. If left unchecked, the global cost of AMR is projected to reach a staggering $1 trillion by 2050.For the livestock sector specifically, the vicious cycle of higher antibiotic use leading to greater resistance could result in cumulative losses of $318 billion by 2040. In stark contrast, the FAO estimates it would cost a maximum of just $53 billion to completely phase out the use of antibiotics as growth promoters.Regulatory Divergence and the Global Meat TradeThe report highlights a growing chasm in global agricultural standards. The European Union has banned antibiotic growth promotion since 2006 and is set to implement a strict ban on importing meat, dairy, and eggs produced with such practices starting in September. This move is forcing major exporters like Brazil to tighten regulations.However, the United Kingdom finds itself at a regulatory crossroads post-Brexit. Experts warn that UK standards have not kept pace with the EU, leaving domestic consumers and farmers vulnerable to cheaper, irresponsibly produced imports.The Inevitable Shift Toward Health-Oriented FarmingMoving forward, the FAO and agricultural advocates emphasize that antibiotic effectiveness must be treated as a global public good. The solution lies in a structural overhaul of the industry: transitioning away from intensive, unhygienic farming systems toward health-oriented environments where antibiotics are rarely needed. Governments will face increasing pressure to implement robust import bans and subsidize better farming education to avert a global superbug crisis.

Live update: Zverev defeats Jodar to reach French Open semi‑finalIn the men’s quarter‑final, the second seed Alexander Zverev overcame 27th‑seed Rafael Jodar with a 7‑6(3), 6‑1, 6‑3 victory, ending Jodar’s brief surge after an early 5‑2 lead. The win propels Zverev into his first French Open semi‑final, keeping his quest for a first Grand Slam title alive.Quarter‑final match‑ups and surprise performersAnna Kalinskaya (Russia) vs Maja Chwalinska (Poland) – a clash of Eastern European qualifiers.Aryna Sabalenka (Belarus) vs Diana Shnaider (Russia) – Sabalenka, the sole remaining Grand Slam champion, seeks to extend her dominance.Felix Auger‑Aliassime (Canada) vs Flavio Cobolli (Italy) – a high‑stakes battle between experience and emerging talent.Matteo Berrettini (Italy) vs Matteo Arnaldi (Italy) – Berrettini returns from injury to face a marathon‑match veteran.Statistical snapshot: Clay‑court dominance and marathon matchesJodar entered the tournament with a 19‑3 record on clay, the best win‑loss tally among ATP players this season.Arnaldi logged 17 hours 54 minutes on court to reach the last eight, an open‑era record exceeding the previous best by over two hours.The top half of the draw has produced multiple five‑set encounters, highlighting the physical toll of Parisian clay.Implications for the men’s draw: Zverev’s path and remaining threatsWith early upsets removing Jannik Sinner, Carlos Alcaraz and Novak Djokovic, the field now narrows to a handful of top‑10 contenders. Apart from Zverev, the only other top‑10 player left is Félix Auger‑Aliassime, who must navigate a challenging half that includes the likes of Matteo Berrettini and Flavio Cobolli.Looking ahead: What to expect in the semi‑finalsZverev will face the winner of the Auger‑Aliassime/Cobolli quarter‑final, a match that could determine whether experience or youthful fire prevails. On the women’s side, Sabalenka’s clash with Shnaider promises a test of composure against a hungry Russian prospect. The semi‑finals are set to showcase a blend of seasoned champions and breakthrough talents, shaping the narrative for the remainder of Roland‑Garros 2026.

The Imminent El Niño Event Australia should prepare for an imminent El Niño, with the Bureau of Meteorology and other agencies forecasting that the weather phenomenon is likely to develop in the coming months. “The models are really aligning now,” Felicity Gamble, a senior BoM climatologist, said. “We are expecting a transition to El Niño sometime during winter.” El Niño's Impact on Australia The World Meteorological Organization said on Tuesday there was a 90% chance of an El Niño developing in the Pacific before November – a phenomenon that historically has increased the likelihood of hotter and drier conditions for Australia’s east. El Niño is the warm phase of the El Niño-Southern Oscillation (Enso), one of the key drivers affecting global climate. During an El Niño, sea surface temperatures in a central region of the equatorial Pacific become warmer than average, resulting in a shift in atmospheric circulation. Historical Context and Climate Change In Australia, El Niño has tended to result in warmer-than-average temperatures across most of the south of the country, and been linked with an increased risk of drought, heatwaves, bushfires and coral bleaching. For eastern Australia, nine of the 10 driest winter-spring periods on record have occurred during El Niño years. Dr Andrew Watkins, a Climate Councillor and former head of climate prediction at the BoM, said: “Climate change and El Niño are a very dangerous double act. Climate change is already pushing us to more time in drought, more bushfire weather and extreme heat. Climate pollution is reinforcing some of these impacts from El Niño.” Future Outlook The BoM last week said that models indicated the forecast El Niño – the first since spring 2023 – would be “at least moderate in strength, with the possibility of a strong event”. However, Gamble emphasised that the strength of an El Niño does not “necessarily correlate exactly with the strength of the impacts in Australia”, as there were other climate patterns that influenced weather locally, such as the Indian Ocean dipole and the southern annular mode.