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The Rise of Tech-Savvy Farmers in KenyaKericho County, Kenya – A typical Saturday morning starts before sunrise for Chepkorir Rotich, a farmer in Kiboito village in western Kenya's Kericho County. By then, Rotich has already milked her cows and sold the milk, fed her chickens, and headed back to pluck vegetables for orders already placed. Her work starts this way every day, and she does it with passion.When the 33-year-old mother of two left college more than a decade ago, she was excited and ready to join the formal employment sector and secure a full-time job."I thought I would be employed as a business administrator, but after looking for a job for too long, I accepted contract offers in three different companies," she says. "The highest paid me about $200 in a month. While living in Nairobi, that wasn't enough."From Job Seekers to Agricultural EntrepreneursA lack of white-collar jobs has kept young Kenyans like Rotich out of employment, leaving them to innovate ways to survive and earn a living. In doing so, many youths have resorted to agriculture and other fields, with many using digital as well as vocational skills to stay ahead of the game.Digital Transformation of Kenyan AgricultureRotich, for example, uses social media to market her produce and to learn how to practice agriculture using modern methods. Social media helps her share knowledge with young people who comprise a large portion of her nearly 50,000 followers. She also runs a YouTube channel where she shares her knowledge of farming.The Food and Agriculture Organization of the United Nations (FAO) reports that the average African farmer is 60 years old, something Rotich refutes, saying the presumed age of farmers has made many young people shun agriculture instead of embracing it as a way to earn a living going into the future."I think the reason they say that is because of access to land on which to do agriculture, which is mostly owned by older people," Rotich tells Al Jazeera. "In my case, I started farming in the compound of my rented house, and by the end of each month, my landlord owed me money after settling the rent because I sold him milk and vegetables. So, it's all about passion and consistency among the youth."Kiringai Kamau, a lecturer at the University of Nairobi with expertise in agricultural economics, agribusiness, and food systems, says young people should take up agriculture as full-time employment since they are the ones who can effectively understand and deploy technology."To do this, we have established the devolution agroecology and AI learning centre in Murang'a University, where we will be pushing to have the centre train the youth who will be going into agriculture to be able to link with the agricultural data ecosystem, deriving from the infrastructure that will be provided, and also giving information to the county and country, and any other professionals that may be interested in data coming there," he tells Al Jazeera.Derrick Ngigi, the technical head at Global Open Data for Agriculture and Nutrition (GODAN), says that while youth are embracing agriculture, technology also plays a role in providing them with opportunities."For example, content creation in agriculture brings a lot of opportunities, such as creating content around modern farming methods, which has been generating revenue for the youth," Ngigi says.AI Tools Revolutionizing Farming PracticesAbout five kilometres outside Kiboito, at Kaptoroi village, Geoffrey Kiprop is busy cleaning his cowshed after feeding his cattle for the early morning. The 32-year-old earned a bachelor's degree in information technology in 2017 but has never secured formal employment.Like Rotich, Kiprop has been surviving on contract work, such as jobs doing systems development and maintenance for schools. He says that the highest-paid contract was for 15,000 Kenyan shillings ($116). But now, he makes about 7,000 Kenyan shillings ($54) a day through farming.Kiprop also practices mixed farming, rearing cows for milk and chickens for eggs and meat, while also planting crops such as tea, coffee, capsicum, cabbage, and beans.He uses modern technologies to raise his crops and livestock and takes advantage of his IT training, which he utilises to ensure maximum profits.Examples of the tools he uses include the Plantix app, which he says helps detect crop disease and malnutrition using AI after he simply takes a photo of the crop and uploads it. The app also gives the farmer the weather forecast and the best crop practices to perform in line with current weather conditions."My favourite is the Virtual Agronomist. This is an AI-enabled platform where I use Google Maps to capture the coordinates of my crop field and then specify the types of crops I am growing," Kiprop explains. "In return, the Virtual Agronomist will enable me to know the size of the plots under farming. It also generates a nutrient plan by sampling the soil in the farm, guiding me in what the soil is missing in terms of nutrients and the exact amount to add," he tells Al Jazeera.For his cows, Kiprop also uses an AI tool to manage their health and production."Also, I use the Digicow app, which assists the farmer in managing dairy farm practices by tracking all the day-to-day activities in the dairy farm, which includes recording the amount of milk sold and used by the farmer, dairy inputs like feed and health practices, thus allowing the farmer to know if he's making a profit or not," Kiprop says.Financial Benefits of Tech-Enhanced FarmingBoth Rotich and Kiprop demonstrate that farming with AI tools can be more financially rewarding than traditional employment paths for educated young Kenyans. While contract work offered Rotich a maximum of $200 per month and Kiprop's highest contract paid 15,000 Kenyan shillings ($116), Kiprop now earns approximately 7,000 Kenyan shillings ($54) daily through his tech-enhanced farming operations.The Future of Agriculture in KenyaBoth Rotich and Kiprop agree on one thing: agriculture also comes with its own challenges, and one has to be deeply passionate and consistent to make something out of it."Consistency is key," says Rotich. "It's something that many young people lack, and they quit very early before they can break even and realise profits. One has to do things many times to be able to finally get it and learn from the mistakes made before."

Lead: A Fresh Set of Chess‑Inspired Brain TeasersToday the Guardian presents four quirky chess puzzles, curated by We Solve Problems, a UK charity that runs free maths circles for secondary‑school students. The puzzles range from graph‑theoretic parity proofs to knight’s tours, inviting readers to engage with mathematics through the lens of chess.Odd‑Numbered Games: Proving an Even Count of PlayersThe first puzzle asks participants to demonstrate that in any tournament where some players have played an odd number of games, the number of such players must be even. This classic result stems from the handshaking lemma in graph theory, where each game contributes two to the total degree sum.Knight’s Tour Challenge: From Bottom‑Right to Top‑LeftThe second puzzle explores whether a knight can start on the bottom‑right corner of an 8×8 board, visit every square exactly once, and finish on the top‑left corner. While a closed knight’s tour exists, the specific start‑end constraint makes the problem a subtle variation that tests spatial reasoning.Pawn Promotion Loop: Minimal Moves to Return HomeThe third puzzle asks for the fewest moves required for a pawn to leave its starting square, promote to a queen, and then travel back to its original position, assuming both players cooperate. Solving it involves coordinating pawn advancement, promotion, and a reverse queen’s path.Four‑Knight Swap on an Irregular GridThe final puzzle presents a strangely‑shaped grid where two pairs of knights must exchange places. A single insightful observation about symmetry unlocks a solution, illustrating how abstract thinking can simplify seemingly complex board problems.Scale of the Maths‑Circle InitiativeMore than a dozen cities across the UK host weekly maths circles.Each circle runs from September to May, targeting pupils aged 7‑11.Volunteer mentors are typically post‑graduates or PhD students.Why Chess‑Based Puzzles Matter for Youth EducationIntegrating chess puzzles into community programmes leverages the game’s universal appeal to foster logical reasoning, combinatorial thinking, and collaborative problem‑solving. By linking puzzles to popular documentaries about Judit Polgár and Hans Niemann, the charity taps into current cultural interest, boosting participation.Looking Ahead: Expanding Collaborative Math OutreachGiven the positive response, We Solve Problems plans to broaden its reach, potentially adding new puzzle formats and digital platforms. Continued media coverage could attract more volunteers and funding, ensuring that quirky challenges like these remain a staple of UK maths education.

The LeadThe Samsung Galaxy S26 is a compact flagship Android phone that hasn't changed much in a year, but it's still one of the best smaller handsets available. The Event DetailsThe S26 has a 6.3in FHD+ Dynamic Amoled 2X 120Hz screen, Samsung Exynos 2600 chip, 12GB RAM, and 256 or 512GB storage. It runs on One UI 8.5 (Android 16) and features a 50MP + 12MP 0.6x + 10MP 3x camera, 12MP front-facing camera, and a 4000mAh battery. The Data AnalysisThe S26's price has increased by £80 to £879 (€949/$899/A$1,349), but it offers double the starting storage. The phone's performance is snappy, and the battery life is decent, lasting about 40 hours between charges with average use. The Impact AnalysisThe S26's compact design and improved specs make it a great option for those looking for a smaller flagship phone. The phone's camera app is also feature-rich, with tools like text, transcription, and image editing utilities. The PredictionThe S26 is expected to be a popular choice for those who want a compact flagship phone with top-notch specs. With software updates until 28 February 2033, the S26 is a safe bet for long-term use.

The Lead: Derby's Decline and Ambitious RevivalEpsom's prestigious Derby faces a critical moment as organizers implement a five-year plan to reverse declining attendance. With just 22,312 spectators at last year's race—considered a rock-bottom moment—track officials have introduced sweeping changes including a £2m prize fund, free entry for under-18s, and eliminated parking fees. The 247th running of this historic race serves as the first test of these ambitious measures to restore the Derby's grandeur and popularity.The Revival Strategy: Key Changes to the ClassicThe plan, spearheaded by Epsom's general manager Jim Allen, focuses on multiple fronts to rejuvenate the Derby experience. The most significant change is the substantial boost in prize money to £2m, with £1m allocated to the winner. Accessibility improvements include free admission for under-18s to the main enclosure and the elimination of the £30 car parking charge in the Hill enclosure. Additionally, temporary 'bleacher' seats along the inside rail will provide racegoers with a premium 'bird's eye' view of the crucial closing stages of the race.The Attendance Challenge: Numbers and ExpectationsLast year's attendance of 22,312 paying spectators represented a concerning low for the prestigious event. The current five-year plan aims to more than double the aggregate attendance to over 100,000 across the two-day Classic meeting, up from 37,500 in 2025. While weather conditions affected last year's turnout with a yellow weather warning reducing 'walk-up' attendance, the organizers recognize that immediate improvement is necessary to prevent further erosion of the Derby's status as a premier sporting occasion.The Royal Factor and Industry ResponseA significant boost for this year's Derby comes from the announcement that the King and Queen will attend, recalling the event's historic connection to royalty. The royal couple's decision to leave a family wedding 90 miles away to attend demonstrates the Derby's continued importance. However, the absence of Aidan O'Brien's Constitution River, Europe's top three-year-old colt, from the Derby—instead competing in and winning the French Derby—presents a challenge. Despite this, O'Brien, who holds the record with 11 Derby victories, still has seven possible runners in contention, including the 7-4 favorite Benvenuto Cellini.The Future Outlook: Balancing Tradition and InnovationThe Derby's revival strategy represents a delicate balance between preserving its historic appeal and adapting to modern expectations. By maintaining free access to common land while enhancing the main enclosure experience, organizers hope to recreate the vibrant atmosphere that characterized the Derby in its heyday. The success of this approach may determine whether the Classic can recapture its place as a must-attend sporting event, drawing not just dedicated racing fans but also those seeking a grand day out. As the 247th running approaches, all eyes will be on whether these changes can reverse the Derby's declining fortunes and restore its status as the highlight of the British racing calendar.

The Leadership Challenge England's Test cricket team is at a crossroads. After a disappointing Ashes series, coach Brendon McCullum and managing director Rob Key have been tasked with rebuilding the team. A quote from James Kerr's book Legacy resonates: 'Our values decide our character, our character decides our value.' Culture Reset The team's culture was found wanting during their winter tour of Australia. However, this setback presents an opportunity for a reset. McCullum, appointed in 2022, and Key must now lead the rebuild. They are 'extremely lucky' to have kept their roles and must capitalize on this chance. The Coaching Conundrum McCullum's coaching style, while effective in some areas, has been questioned. He is a people person with great empathy for players but may lack technical expertise. The appointment of new coaches raises questions about whether the right people have been brought in to support the players. The Road Ahead McCullum's messaging must change, shifting from 'running towards danger' to 'winning key moments and playing smart cricket.' The upcoming series against New Zealand and Pakistan will be crucial tests. With an experienced team, McCullum must bring them along as he implements changes to restore positivity and success. The Verdict If McCullum and Key can successfully rebuild the team, England could be in a great place to win upcoming series and face bigger challenges with confidence. The pressure is on, but with intelligent players and a renewed approach, they may just turn the corner.

Opening the Escher Metaverse at Somerset HouseThe new MC Escher exhibition, running from 5 June‑6 September 2026, transforms the historic London venue into a mind‑bending journey through the artist’s “metaverse” of impossible architecture and mathematical wonder.Immersive Installations Reveal the Mathematical Roots of Escher’s WorkVisitors encounter large‑scale video projections, giant metal spheres, chessboard floors and interactive sculptures that let them step inside iconic prints such as Belvedere (1958) and Waterfall (1961). The show also highlights Escher’s wartime diploma design of 1945 and his early fascination with tessellation after seeing the Alhambra.Video walls that animate the shifting staircases of RelativityMetal spheres echoing the convex‑mirror motifChessboard floor that reacts to foot trafficWhy the Exhibition Redefines the Intersection of Art and ScienceBy linking Escher’s visual paradoxes to the insights of physicist Roger Penrose and the broader pop‑culture legacy (e.g., Pink Floyd’s Ummagumma cover), the show demonstrates how mathematical concepts can inspire both fine art and popular media.What the Future Holds for Escher’s Legacy in Digital SpacesCurators suggest that the immersive format could evolve into virtual‑reality experiences, allowing global audiences to explore Escher’s impossible worlds online, keeping his “language of mathematics” alive for new generations.

The Unlikely Motivation At 56, I am running my first marathon, an old, fat, bald dad surrounded by millennials in body-hugging Lycra and smiles that look AI-generated. But I am ahead of them. For they are only competing for positions and personal bests, and I am being chased by zombies. The Event Details I started off accompanied by audiobooks, but when Ben Elton’s autobiography got a bit whiny, I remembered Zombies, Run! – an interactive running game for smartphones that came out years ago. That became my running companion. The Data Analysis I am doing the Hal Higdon Novice Marathon Training Program, involving three “short” runs during the week and a “long” run at weekends. The distances slowly increase over 18 weeks. For the first few weeks, I am doing three- or four-mile runs during the week and six- to 10-mile runs at the weekend. The Impact Analysis Unfortunately, I spent the 90s playing football on hangovers and Red Bull without stretching once. My glutes and hamstrings give me constant pain after 10km, and the story is no longer enough to distract me. Luckily, the best bit about Zombies, Run! is that you can link the game to a playlist on your phone, so you get a minute of narrative, then the music fades up for a bit before returning to the story. The Prediction I ran the first half in two hours and 10 minutes and the second half in three-and-a-half hours. Now I have to train for another one so I can try to beat five hours – because that is what dafties like me do. Luckily, Zombies, Run! is now up to season 11, and I only got as far as the end of season 2.

The LeadThe Guardian has published a list of the 20 greatest songs about football, featuring a diverse range of tracks that capture the essence of the game. From nostalgic anthems to modern rap tracks, these songs showcase the enduring connection between music and football. The Event DetailsThe list includes songs by renowned artists such as Rod Stewart, The Fall, and AJ Tracey, each offering a unique perspective on the world of football. The songs range from heartfelt ballads to upbeat anthems, highlighting the emotional highs and lows of the game. The Data AnalysisThe list features a mix of classic hits and indie gems, including: Rod Stewart - Touchline (2021) The Fall - Kicker Conspiracy (1983) AJ Tracey - False 9 (2017) Kirsty MacColl - England 2 Colombia 0 (1999) Los Campesinos! - Every Defeat a Divorce (Three Lions) (2011) The Impact AnalysisThe connection between music and football runs deep, with songs like these capturing the spirit of the game and the emotions it evokes. They demonstrate how music can be used to express passion, nostalgia, and community, making football more than just a sport - a cultural phenomenon. The PredictionAs football continues to evolve, it's likely that new songs will emerge, reflecting the changing landscape of the game. However, classics like those on this list will remain timeless, continuing to inspire new generations of football fans and music lovers alike.

Young Job‑Seeker’s Quest Through Grimsby’s Vape‑Shop CorridorA 19‑year‑old from Grimsby spends his days knocking on the doors of the town’s expanding vape‑shop network, hoping each will offer a first‑hand job. Despite the visible surge in storefronts, none of the owners have vacancies, leaving the young man to confront a stark reality: retail growth does not guarantee employment for local youth.Retail Expansion vs. Job Creation: The Numbers Behind Grimsby’s EconomyUnemployment rate in Grimsby (Q1 2026): 7.4%, higher than the national average of 4.1%.Youth unemployment (16‑24) in North East Lincolnshire: 12.8%, reflecting a persistent challenge for the region.Vape‑shop licences issued in the borough rose by 38% year‑on‑year between 2024 and 2025, according to local council records.While the sector’s licensing data shows rapid expansion, employment statistics reveal no corresponding rise in entry‑level positions.Why the Retail Boom Isn’t Translating Into JobsThe surge in vape‑shop openings is driven by changing consumer habits and relatively low entry barriers for entrepreneurs. However, most shops operate as small, owner‑run enterprises that rely on the proprietor’s labor, limiting the need for additional staff. This business model, combined with a tight local labor market, leaves young job‑seekers without viable options.Implications for Grimsby’s Youth and the Wider CommunityThe lack of entry‑level roles hampers skill development and income generation for young residents, potentially fueling out‑migration to larger cities. For the town, a disengaged youth cohort can depress consumer spending and strain social services.Looking Ahead: Potential Paths to Bridge the GapLocal authorities and industry groups are exploring apprenticeship schemes and incentive programmes to encourage vape‑shop owners to hire apprentices. Additionally, broader economic diversification—such as investment in green manufacturing or digital services—could create alternative pathways for young workers in Grimsby.