Breaking AI & Tech News Analyzed

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."

The Budget iPhone Gets a Major UpgradeThe cheapest new iPhone has been upgraded for this year with a faster chip, double the storage, automatic portraits and MagSafe, providing even more of the core Apple smartphone experience for less. The iPhone 17e is an upgraded version of the mid-range "e" line launched last year with the first iPhone 16e and is the latest member of the iPhone 17 family. It starts at £599 (€699/$599/A$999), undercutting the iPhone 17 and iPhone 16 by £200 and £100 respectively to be the cheapest new iPhone sold by Apple.Design and Build QualityThe new 17e is the spitting image of the model it replaces, giving it the older iPhone 14-like design with a large notch at the top of the screen and a slower 6.1in OLED screen. The aluminium sides feel great and the screen glass has been upgraded to the latest Ceramic Shield 2, which is tougher and includes an extremely effective anti-glare treatment that makes it a lot easier to see outdoors. The 17e has MagSafe built into the back for magnetic accessories, such as Popsockets, wallets and chargers, which have been a key part of the iPhone experience since 2020.Key SpecificationsScreen: 6.1in Super Retina XDR (OLED) (460ppi)Processor: Apple A19 (4-core GPU)RAM: 8GBStorage: 256 or 512GBOperating system: iOS 26Camera: 48MP rear; 12MP front-facingConnectivity: 5G, wifi 6, NFC, Bluetooth 5.3, USB-C, Satellite and GNSSWater resistance: IP68 (6 metres for 30 mins)Dimensions: 146.7 x 71.5 x 7.8mmWeight: 170gPerformance and Battery LifeThe 17e has the A19 chip from the regular iPhone 17 but with one less GPU core, which reduces graphics performance slightly. Not that anyone will probably notice, as the phone is very fast and still capable of handling top-spec games. It also has a decent 256GB of storage as standard, which should be enough space for most with additional cloud backup. The battery life is great, too, lasting a good 52 hours between charges with general usage across 5G and wifi, meaning most will need to charge it every other night.The 17e lacks a few of the more advanced hardware features common to Apple's other phones, including wifi 7, Thread and Ultra Wideband (UWB), the latter of which is used for the precision finding tool and for some digital car keys, among other features.Sustainability and RepairabilityThe battery should last in excess of 1,000 full-charge cycles, with at least 80% of its original capacity, and can be replaced for £95. Out-of-warranty screen repairs cost £225. The 17e has repair guides available and was awarded seven out of 10 for repairability by the specialists iFixit.It contains more than 30% recycled material including aluminium, cobalt, copper, glass, gold, lithium, plastic, rare earth elements, steel, tin and tungsten. The company breaks down the phone's environmental impact in its report, and offers trade-in and free recycling schemes including for non-Apple products.Camera CapabilitiesThe single camera on the back may be a deal killer for some. The iPhone 17e features automatic portrait mode functionality, which was previously reserved for more expensive models in Apple's lineup. This allows users to create professional-looking portrait shots with depth effects even with the single rear camera setup.Market Position and Value PropositionWith the iPhone 17e, Apple is clearly targeting budget-conscious consumers who want to enter the iOS ecosystem without paying premium prices. The inclusion of features like MagSafe, the A19 chip, and 256GB of storage at this price point represents a significant value proposition compared to previous generations. This strategy helps Apple capture market share from Android manufacturers in the mid-range segment while maintaining brand loyalty.Future Outlook for Apple's Budget LineThe iPhone 17e sets a new standard for Apple's budget lineup, suggesting that future "e" models will continue to incorporate more premium features at lower price points. As Apple faces increasing competition in the smartphone market, particularly in the mid-range segment, we can expect continued innovation in this product category. The success of the iPhone 17e may influence Apple's entire product strategy, potentially leading to more aggressive pricing and feature inclusion across all iPhone tiers.

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 HBCU Radio Preservation Project After Shaw University's WSHA radio station went on air in 1968, several other historically Black colleges and universities (HBCUs) followed the North Carolina school's lead, launching a wave of their own. For decades, the students who worked on these channels used them to inform listeners about happenings on campus, while also playing musical selections and offering cultural programming. Preserving the Archives The HBCU Radio Preservation Project is working to ensure that the irreplaceable archives at these institutions are saved and accessible. As a result of the project's efforts, WSHA's archives are available through the American Archive of Public Broadcasting. Several other universities, including Fisk University in Nashville, Tennessee, have had their radio archive preserved for future generations. How the Project Works While working to preserve the archival collection of WYSO, a public radio station in Yellow Springs, Ohio, Jocelyn Robinson began wondering what collections at HBCU radio stations might include. She created a project that surveyed the radio stations to find out. Developed profiles of all the radio stations, including their founding, format, and broadcast footprint Wrote a report with recommendations for preserving radio stations in the campuses Remembering the History There is an oral history project component to the team's efforts, which is "where the storytelling becomes even more important and more apparent in the work". One of the very first oral history captures they did was with David Linton, a program director at WCOK at Clark Atlanta University, in Atlanta, Georgia, whose career started at WSHA at Shaw. Returning the History Celebrating the stations' histories helps different groups – from current students who might not be active listeners to family members of previous radio employees – understand the importance of the channels. Digitized over 1,125 hours of archival audio Visited nearly two dozen HBCU campuses Interviewed over 90 people, recording more than 140 hours of oral histories

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.

Visual Overview of the Biennial’s Core NarrativeThe Guardian’s picture‑rich report presents a snapshot of the Upstate Photography Biennial, emphasizing three intersecting motifs: lesbian rebels challenging gender norms, exotic dancing as a form of bodily expression, and domestic scenes that foreground everyday intimacy.Exploring the Three Narrative ThreadsLesbian rebels: Photographs showcase queer subjects asserting agency through bold poses and activist symbolism.Exotic dancing: Images capture kinetic performances that blur the line between art and ritual, highlighting movement as narrative.Domesticity: Intimate home settings reveal the quiet power of routine, contrasting the overt rebellion of the other themes.Why These Themes Resonate in Contemporary PhotographyBy juxtaposing radical queer visibility with sensual performance and ordinary life, the Biennial reflects a broader cultural appetite for nuanced representation. The curatorial choice underscores a move away from singular aesthetic statements toward layered, socially aware storytelling.Implications for Regional Art PlatformsHighlighting such diverse subject matter positions Upstate New York as a fertile ground for experimental photography, potentially attracting wider curatorial interest and funding. The exhibition may encourage other regional festivals to adopt similarly inclusive programming.Looking Ahead: The Next Chapter for the BiennialFuture editions are likely to build on this momentum, inviting more artists who explore identity, performance and the private sphere. Continued media coverage, like the Guardian’s visual essay, will be crucial in amplifying the Biennial’s impact beyond its geographic locale.

The Launch of Recap Newsletter The Guardian has announced the launch of its new daily sports highlights email, the Recap newsletter. This free service aims to provide subscribers with a concise overview of the day's major sports events and highlights. Key Features of the Recap Newsletter Daily delivery of sports highlights Free to sign up Concise overview of major sports events The Impact on Sports News Consumption The introduction of the Recap newsletter by the Guardian is set to change the way sports enthusiasts consume news. By offering a daily digest of highlights, the newsletter provides an easily accessible way for readers to stay informed about the latest developments in the sports world without having to constantly check multiple sources. The Future of Sports Newsletters With the launch of the Recap newsletter, the Guardian is poised to capture a significant share of the sports news market. As more news outlets explore email newsletters as a means of engaging with their audience, the Recap newsletter may set a new standard for sports journalism in the digital age.

Deadly Drone Strike Rocks Central Sudan MarketA drone strike on a market in central Sudan has killed at least 11 people and injured dozens more, according to a local rights group, as escalating aerial attacks further increase the death toll of one of the world's worst humanitarian crises.The attack on Saturday targeted the main market in Abu Zaeima, a paramilitary-controlled town in North Kordofan state, according to Emergency Lawyers, which has documented abuses since fighting erupted in April 2023 between the army and the paramilitary Rapid Support Forces (RSF).Rising Toll of Aerial AttacksThe group said the casualty figures could rise, but did not specify who carried out the attack. Neither side has claimed responsibility.Emergency Lawyers said the strike came less than 24 hours after similar drone attacks struck nearby villages and a civilian vehicle.Condemning the attack, it said the repeated targeting of civilians, villages and public transport reflected a blatant disregard for human life and the basic principles of international humanitarian law.Two witnesses told the AFP news agency that another drone hit a fuel station later on Saturday in el-Obeid, the capital of North Kordofan, which the RSF has partially encircled for months.Escalating Drone Warfare in Sudan ConflictNearly 70 people were killed in two separate drone strikes in the West and North Kordofan states over the past week, according to Emergency Lawyers and a local leader.Drone warfare has become increasingly more common in Sudan's conflict.The United Nations said in May that at least 880 civilians were killed in drone strikes nationwide between January and April.Fighting has intensified in Kordofan and Blue Nile State near the Ethiopian border since the RSF captured el-Fasher last October, the military's last major stronghold in western Darfur.Humanitarian Crisis DeepensSince the escalation of fighting, more than 300,000 people have fled front-line areas, including el-Fasher and parts of Kordofan and Blue Nile, according to the UN.Kordofan, rich in oil and arable land, is strategically significant, linking RSF strongholds in the neighbouring Darfur region to the country's army-controlled east. The region remains largely contested between the army and the RSF.Now entering its fourth year, the war has killed tens of thousands of people and displaced nearly 13 million others, creating what the UN describes as the world's largest displacement and hunger crises.Call for Accountability and End to Civilian TargetingThe rights group added that the continued loss of civilian life should not be treated as routine and called for an end to such attacks, as well as accountability for those responsible.As the conflict continues to escalate, international observers fear that civilian casualties will continue to rise, with little immediate prospect of a ceasefire or political resolution to the underlying tensions between Sudan's military factions.

The Incident: Video Documentation of Assault Disturbing video footage has emerged showing an Israeli soldier and Jewish settlers physically assaulting two Palestinian individuals in the West Bank. The footage, which has begun circulating on social media and news platforms, captures a violent confrontation that appears to involve excessive force against the Palestinian victims. The incident has drawn immediate attention from human rights organizations and international observers monitoring the Israeli-Palestinian conflict. Context: Rising Tensions in West Bank The incident occurs against a backdrop of escalating tensions in the West Bank, where Israeli settlements continue to expand despite international objections. Palestinian communities in the region frequently report confrontations with settlers and Israeli security forces, with human rights groups documenting numerous instances of alleged abuse and excessive force. The West Bank has seen increased violence in recent months, with both Israeli and Palestinian casualties rising in the volatile region. International Response: Condemnation and Calls for Investigation The video has prompted swift condemnation from various international bodies and human rights organizations. The United Nations has called for an immediate investigation into the incident, while several European nations have expressed concern over the treatment of Palestinians by Israeli security forces. Human Rights Watch has described the footage as "deeply troubling" and has urged Israeli authorities to hold those responsible accountable. The incident threatens to further strain already fragile relations between Israel and the international community. Legal Implications: Potential Military and Criminal Investigations Israeli military authorities have announced they are investigating the incident, which could lead to disciplinary action against the soldier involved. The settlers depicted in the video may also face criminal charges depending on the outcome of the investigation. Israeli military justice has a history of handling such cases internally, with outcomes often criticized by human rights groups for being insufficient. The legal proceedings will be closely monitored by international observers and Palestinian rights organizations. Future Outlook: Impact on Israeli-Palestinian Relations Incidents like this are likely to further deteriorate relations between Israelis and Palestinians, potentially undermining any prospects for peace negotiations. The footage serves as a stark reminder of the daily realities faced by Palestinians in occupied territories and may strengthen international support for Palestinian rights. Israeli authorities face increasing pressure to address human rights concerns while maintaining security in the region. The incident may also influence diplomatic efforts and international perceptions of the Israeli-Palestinian conflict.