AI news and headlines on Saturday, 31 October 2026

Attappady is a hilly forest region in Palakkad district of Keralam, home to a large tribal population. Infant deaths and malnutrition there have been recurring concerns for decades, and the area has long faced gaps in health care and food access.

Context: Cyclones and rough seas often keep fishing boats in harbour for days, and coastal families rely on daily earnings. Weather bans can quickly push fisherfolk into debt when they have little savings to fall back on.

Context: Student safety in schools is a major concern for parents and authorities across India. Questions about who is allowed on school premises are often raised after incidents like this one.

Electrocution from electric fences set up to keep out animals or intruders has caused deaths in parts of India. Such deaths have prompted repeated calls for stricter enforcement of safety rules.

Context: WhatsApp keeps automatic backups in Google Drive on Android and iCloud on iPhone, so deleted chats are usually restorable only from the most recent backup saved before deletion.

Context: Google has put a first data-centre satellite in orbit, so this test checks whether AI can work beyond Earth. A haiku is a short three-line poem, often about nature.

Context: Dearness allowance is a payment added to basic salary and pension to offset rising prices, and states revise it periodically. The central government also revises its own DA rate twice a year, so state hikes are often watched by staff elsewhere.

Context: Alphabet owns Google, along with YouTube and Android. Big tech firms are spending heavily on AI chips and data centres, and investors keep asking when those bets will earn money. Sharp swings like this often reflect that wider debate, not one quarter alone.

Context: AI data centres on Earth use large amounts of electricity and cooling, which is a growing concern for tech firms. Putting computing in orbit is an untested idea that companies are exploring as a possible alternative.

Context: AI models are trained on large amounts of web content, and news sites have long complained about bots copying their work. Robots.txt, the standard file that tells bots what not to crawl, is the common tool publishers use today.

Context: KMF, or Karnataka Milk Federation, is the state's large dairy cooperative and sells milk under the Nandini brand. Dairy price revisions like this often reflect rising costs for farmers and transport, so households feel the change in their monthly budget.

Context: El Niño is a natural warming of the central and eastern Pacific that shifts rain and heat patterns worldwide. It often weakens the Indian monsoon, so farmers and water planners watch it closely.

The census counts the population once every ten years, and its data helps guide how government plans services and resources. Enumerators are the field staff who visit homes to collect the answers.

Context: Big tech firms are spending huge sums on AI data centres and chips, so investors are worried whether those costs will pay off; the Nasdaq is the US index heavy in technology shares.

Context: Glass waste is hard to recycle, so turning it into building material can help cut landfill waste. Concrete with glass has long raised concern about a chemical reaction that can crack it, which is why long-term checks matter.

Context: NavIC is India's own regional satellite navigation system, meant to give location and timing services over India and nearby areas. Like GPS, it needs a group of satellites in orbit, so each new launch helps keep it working.

Context: Many households in Indian cities hire maids and cooks through private agencies, which often operate with little public oversight. Police verification is meant to check a worker's background before they enter a home.

Context: Lava is an Indian smartphone brand known for budget phones, and this rise lands in the segment where buyers are most price-sensitive. Mid-range phones sit just above that tier, so their buyers may also watch prices closely.

Context: The Census is India's official count of its population, and it was delayed from 2021. Caste was not counted in the last full census, and the new round will include it for the first time.

Context: Foxconn is the Taiwanese company that assembles many Apple devices, including in India. Foldable phones use flexible screens, which have been a known durability concern for the whole industry.

Context: A cess is an extra charge collected for a specific purpose, separate from the regular tax on goods. TASMAC is the state-run liquor retailer in Tamil Nadu, and liquor sales bring in a large share of state revenue.

Context: India's census is held every ten years and runs in two steps, first listing houses and buildings, then counting every person. Jammu and Kashmir's progress shows how the national count is moving state by state.

Context: Customs duty is a tax on goods brought into India, and cotton is the main raw material for yarn and clothing. Exemptions like this are often used when domestic supply runs short or prices rise.

Context: BS VI is India's current vehicle emission standard, and Delhi has tightened rules on older, non-compliant vehicles to fight severe winter air pollution. Commuters from nearby NCR towns are among those most affected.

Context: Space telescopes orbit high above Earth and are usually not built to be brought back, so their orbits slowly decay over time. Rescue missions in space are rare and technically difficult, which is why a failed attempt draws attention.

Context: India's census is held every ten years, and the previous one was in 2011. Its results shape decisions on seats, welfare schemes and how government money is shared between states.

Context: CAQM is the Commission for Air Quality Management, which sets air rules for Delhi and nearby states that often face severe winter smog. Factories are among the sources of pollution, so enforcement of these rules is a long-running effort.

Tenements are multi-family housing blocks built by government bodies for low-income families, and many are old and unsafe. Rebuilding aging blocks usually requires residents to move out first while construction takes place.

Context: The Railway Board is the central body that oversees Indian Railways and sets rules that its zones follow. Many long-distance trains run overnight, so charging limits affect travellers who rely on phones for tickets, maps and navigation.

Context: Yaks are large, high-altitude animals found across the Himalayas and the Tibetan plateau, and they are important to herders there. Finding a related species helps scientists trace how today's yaks evolved.

Context: India's main privacy law is the Digital Personal Data Protection Act, 2023, which sets rules for how companies and the state use personal data. Changes to it would affect how millions of people's data is collected and protected.

Context: The World Bank is a global lender that publishes poverty estimates by comparing household spending with an international poverty line. Its figures for India have often been debated, because national surveys and methods can give different results.

Export duties are extra taxes on fuel sold abroad, and the government reviews them every fortnight to balance domestic supply with overseas sales. Indian refiners also export a lot of fuel, so these levies can influence how much is kept for domestic buyers.

Context: The state first offered this instant pension to women in the old-age category, and this change reaches groups who often have irregular incomes. Filariasis is a mosquito-borne disease, and toddy tappers collect palm sap for a living.

Context: Cyclone Arnab recently hit Odisha, and the Bay of Bengal often produces storms in autumn that can bring heavy rain to coastal districts. IMD, India's weather agency, issues these warnings, and this storm is forecast to be weaker than Arnab.

Context: The Siang project is a large hydropower dam on the Siang river in Arunachal Pradesh, seen as a strategic counter to China's mega dam upstream on the Yarlung Tsangpo. Such projects often face local concern about land, water and displacement.

Low-pressure areas over the Bay of Bengal can grow into depressions that bring heavy rain, flooding and disruption to coastal states. Andhra Pradesh and Kerala often see heavy rain in this season, so following local alerts and IMD updates helps families plan travel and safety.

Context: Tensions between Iran and the United States have been rising, and Iran's leaders have recently promised a strong response to any new US attack. Qeshm is an Iranian island in the Strait of Hormuz, a busy route for oil shipments.

Context: The Commission for Air Quality Management coordinates pollution control across Delhi and its neighbouring cities. Every winter, smoke and dust push the region's air into hazardous levels, and the commission often uses steps like these.

Context: India offers two income tax regimes, an old one that allows many deductions and a newer one with lower rates but fewer deductions. Taxpayers pick the regime that gives them the lower tax bill.

Context: Utilities are the companies that generate, transmit and sell electricity, and many are regulated, so state regulators approve how much they can charge. Rising demand and costly grid upgrades are common reasons bills climb, and the midterm elections are due in November 2026.

Context: Oleshky is in southern Ukraine, on the Dnipro river, and has been under Russian control since the early months of Russia's full-scale invasion in 2022. Short local pauses like this are usually fragile, so they do not end the wider war between the two countries.

Context: SoO, or Suspension of Operations, is a truce deal between the government and armed groups in Manipur, and it has been contested since ethnic violence began there in 2023.

Context: Low-pressure areas over the Bay of Bengal and Andaman Sea often grow into depressions or cyclones, and they can bring heavy rain to coastal south India. The IMD, India's official weather agency, issues these forecasts, which are updated as the system moves.

Context: AAP governs Punjab, and the state's next Assembly election is due in 2027. Candidate lists in the months before a vote show which seats each party sees as key.

Context: Mars meteorites are rocks knocked off the Red Planet by ancient impacts that later fell to Earth. Scientists study them to learn about Mars's early history.

Context: After the Taliban took control of Afghanistan in 2021, many Afghans who had worked with US forces were evacuated abroad. Their future immigration status has since become a contested policy question in the US.

Context: Tariffs are taxes on imported goods, and US tariffs on Canadian products have hit industries like forestry and paper that rely heavily on exports. When a single mill anchors a small town, its closure can affect nearly every local family.

Context: GST is India's national tax on most goods and services, and enforcement officers can check businesses and goods. Rules like these shape how often traders and transporters face checks and penalties.

Context: Bonus payments are a yearly money matter for many workers, and in India the Payment of Bonus Act, 1965 sets the rules for them. Fake messages can cause anxiety and protests, so official clarifications from labour offices are the reliable source to check before acting.

Diwali, also called Deepawali, is one of India's biggest festivals and is celebrated across many regions with different local customs. Dhanteras usually marks the start of the festival, with Bhai Dooj closing it.

Context: Delhi faces severe smog most winters, when cold air and smoke from crop burning trap pollution close to the ground. The GRAP (Graded Response Action Plan) is a staged set of emergency steps that rise as air quality worsens.

Context: Refugees are people forced to flee their home country because of persecution, war or violence. Resettlement means a country agrees to accept them permanently, usually through a government-run route rather than irregular travel.

Manipur has been divided by ethnic clashes between the Meitei and Kuki communities since 2023, and the SoO deal was meant to calm armed groups while talks continued. Its future matters for peace in the state before any election.

Context: The Chief Election Commissioner heads the body that runs India's national and state elections. Removing a CEC is a formal process that needs a motion passed in Parliament, so a public event like this does not by itself remove anyone from office.

Context: Free-flow tolling lets vehicles pay without stopping at a barrier, using RFID tags fixed to windscreens. Delhi's entry points are often jammed during peak hours, so the change is part of a wider push to reduce traffic and pollution in the city.

Context: A glacial lake outburst flood happens when a lake held back by glacier ice or debris suddenly bursts, sending water and rocks rushing downstream. Bhutan's Himalayan rivers flow into Assam, so the flood risk reaches Assam's plains quickly.

Context: Disinvestment means the government selling its stake in a public company, and IDBI Bank has been part of such plans for years. Bank staff and unions often watch these moves closely because jobs and asset values can change.

Context: The Chief Election Commissioner heads the Election Commission, which runs India's elections. A formal impeachment requires Parliament to act, so a symbolic version is a protest rather than a step toward removal.

Context: The World Bank measures poverty using its own international yardsticks, adjusted for living costs, so its figures often differ from India's official estimates. Forecasts like this are usually revised as new survey data comes in.

Context: In India, a government can seek to withdraw certain cases, and courts often have to approve the request. Such moves are often debated over which cases should qualify and why.

Context: Sugarcane prices in India are guided by a government-set minimum, but farmers often protest when mill payments feel low or arrive late. Belagavi is a major sugarcane district in north Karnataka, so protests there affect many growers.

Context: Jailbreaks usually lead to suspensions and transfers while officials review security, guard duties and staffing. Theni is a district in southern Tamil Nadu, near the Kerala border.

Context: Russia seized parts of southern Ukraine after its February 2022 invasion, and many civilians there have been cut off. Belarus borders Ukraine to the north, so evacuees arriving there are crossing into a neighbouring country.

Context: Transgender people in India gained legal recognition in 2014 through the Supreme Court's NALSA judgment, which recognised a third gender and self-identification. Since then, many government bodies have had to set up procedures to change staff records under service rules.

Context: Social media companies face many lawsuits in the United States, and some involve claims about harm to young users. Meta and Snap are both large platforms, so the outcome of this case could influence how other similar cases are handled.

Context: Indian households buy gold for weddings and festivals, so price swings change the cost of planned purchases. Gold prices move with global markets, the US dollar and interest rates, which is why forecasts are hard to make.

Context: The Rafale is a French-built fighter jet that India agreed to buy, and the Tejas is India's homegrown light fighter, which has been delayed for years. Both are central to the air force's plans to replace older aircraft.

Context: Odisha lies on the Bay of Bengal coast and is hit by cyclones several times a year, especially in the post-monsoon months. Such storms often bring heavy rain that causes floods and landslides in nearby districts.

Context: Ahoi Ashtami is a festival observed mainly in North India, where mothers fast for their children's wellbeing. It falls a few days before Diwali, so many families plan it alongside the wider festive season.

The IPL is India's top franchise cricket league, where teams buy players at auctions and can change captains from season to season. Mumbai Indians is one of its most successful teams, so leadership changes draw wide attention.

Context: Kabila led DR Congo from 2001 to 2019, after taking over from his father. Eastern DR Congo has seen years of fighting with armed groups, so any new rebel movement draws close attention.

Context: Vande Bharat is India's fast, modern train series built to cut journey times, and sleeper versions add overnight travel. Kashi is another name for Varanasi, a major pilgrimage city.

Kerala's hills are a major cardamom-growing region, and small planters rely on auctions to sell their crop and get paid quickly. The West Asia crisis is disrupting trade and energy markets, which can slow money moving through the supply chain.

Context: Customs duty is a tax on imported goods, and India often adjusts it on cotton to balance mill supply against farmers' prices. Spinning mills and garment makers depend on cotton, so changes to the duty affect their costs.

Context: Deepavali firecrackers have long been linked to air pollution in Indian cities, which is why courts and governments set limits on which crackers can be used and when. Green crackers are designed to produce less smoke than regular ones.

Context: The Kerala PSC runs public recruitment exams for state government jobs, so copied questions affect many candidates. This probe follows an earlier case in which the commission's chairperson was indicted in an exam fraud matter.

Context: NVS satellites are part of NavIC, India's own regional navigation system used for positioning across the country. Pyro valves are small valves triggered by controlled explosive charges, used in rockets to manage fuel and pressure flow.

Context: The Ganges water-sharing treaty between India and Bangladesh was signed in 1996 and sets out how river flows are shared in the dry season. Any renewal draws close attention on both sides because water and transit are sensitive issues.

Context: The Strait of Hormuz, between Iran and Oman, is one of the world's busiest oil shipping routes, so attacks there affect fuel prices and supply. Tensions across West Asia have been rising, and many Indian seafarers work on ships passing through it.

Context: Jammu and Kashmir is a union territory whose Lieutenant Governor is the Centre's appointed head. Security convoys for officials often close or slow roads, which can affect ordinary traffic, including ambulances.

Big tech firms have poured huge sums into AI data centres and chips over the past few years, and investors are now asking when that spending will pay off. Markets often swing sharply when that doubt grows.

Context: NVS satellites are part of India's satellite navigation system, and the earlier NVS-02 failure makes this launch closely watched. Propulsion systems move a spacecraft into its planned orbit.

Context: Mangolpuri is an industrial area in northwest Delhi where many small factories operate in crowded buildings. Fires at such units have repeatedly raised concerns about exit routes and fire safety rules for workers.

Context: Tasmac is the state-run liquor retailer in Tamil Nadu. The bottle-return refund is a way to encourage recycling, and it means buyers will pay more upfront for many drinks.

Context: France has a long tradition of large street protests, and young people have often led them over issues like education, jobs and living costs. Halloween nights can bring large crowds, which is why officials watch them closely.

Context: Test wickets are a key measure of a fast bowler's career, since Test matches last up to five days. Pat Cummins captains Australia in Test cricket, so the team's struggle at the crease matters for the series.

Scotch is imported whisky, and India and the UK have been negotiating a trade deal that would lower tariffs on Scotch over time. Prices and import rules are therefore a sensitive part of that deal, so disputes like this one draw attention.

Context: Jadeja is a left-arm spinner and lower-order batter who has played a major role in India's limited-overs teams. White-ball cricket means one-day and T20 formats, and the 2027 ODI World Cup is the next major goal for selectors.

Rajya Sabha is the Upper House of Parliament, and its members are elected by state legislatures rather than directly by voters. When a seat falls vacant mid-term, a byelection is held to fill it only for the rest of that term.

Context: The Strait of Hormuz is a narrow sea passage between Iran and Oman that carries a large share of the world's oil. Many ships passing through it have crews from India, so restrictions there affect Indian families and fuel prices.

Context: Crypto exchanges hold users' digital coins, so a hack can leave customers unable to recover funds. Major hacks have hit exchanges before, and they often lead to tighter security rules and questions about how safe crypto storage is.

Context: Golden Dome is a US missile defence plan announced by President Trump in 2025 to shield the country from missile attacks. Big tech firms joining such projects is part of a wider debate about defence work by technology companies.

Context: Exporters have faced higher shipping and insurance costs in recent years, partly due to global trade disruptions, which squeeze margins for small and medium businesses. The commerce ministry runs trade support schemes to help them compete abroad.

Context: Village development in India is often funded by both the Centre and states, through schemes that can overlap and confuse local planning. Plans that run for several years, with regular checks, aim to make spending more coordinated and results easier to track.

Context: Airlines often struggle when jet fuel prices rise, since fuel is one of their biggest costs. Alaska Air Group is the parent of Alaska Airlines, a major carrier on the US West Coast.

Context: Mosquito-borne diseases like dengue and malaria tend to rise in Delhi during the monsoon, when standing water lets mosquitoes breed. Civic bodies typically step up drain cleaning and fogging each year to cut these risks.

Children with special needs often rely fully on school staff for their safety, so schools are expected to follow strict supervision and reporting rules. Cases like this raise questions about how well those rules are followed and how complaints are handled.

Context: US and Iran have been in a long-running standoff over Iran's nuclear programme and regional armed groups, and Qatar often acts as a go-between in such talks.

Context: Milling means scraping off the top layer of an old road before resurfacing it. Over years of repeated resurfacing, roads can rise above nearby buildings, and rainwater may then flow into homes and shops.

Context: Manipur has seen violence between the Kuki and Meitei communities since 2023. A Suspension of Operations deal usually pauses security action against armed groups while peace talks continue.

Context: Drink-driving is one of the leading causes of road deaths in India, and enforcement drives usually follow high-profile crashes that bring the issue into public debate. Such crackdowns can mean more checks on roads and stricter action against offenders.

Context: NVS-03 is a navigation satellite in India's NavIC system, which provides positioning for users across India and nearby regions. GSLV is ISRO's launch vehicle used to put heavier satellites into orbit.

Context: Israel's prime minister is normally chosen by parliament rather than voters directly, and Benjamin Netanyahu has led the country for much of the last 15 years. Direct election of the prime minister was tried in Israel from 1996 to 2001 before being dropped.

Context: Many households and workplaces depend on packaged drinking water, especially where tap supply is unreliable. Regulators check these units for hygiene and quality, and lab results show whether the water is safe to drink.

Context: Many teenagers use AI chatbots, and companies face growing pressure to add age-based safeguards. OpenAI makes ChatGPT, one of the most widely used AI chatbots in the world.

Poland's courts have been a major political fight since 2015, when the ruling government began overhauling the judiciary, which the EU and many judges criticised. Those disputes over judicial independence still shape today's clashes.

Context: The Strait of Hormuz is a narrow sea route between Iran and Oman that carries a large share of the world's oil. Limpet mines are small bombs fixed to a ship's hull, and Indians form a large share of many ship crews.

Context: The INDIA bloc is an alliance of opposition parties that contests elections against the ruling NDA led by the BJP. Ramlila Maidan is a large, historic ground in central Delhi often used for mass rallies.

Context: India A is the country's second-string team used to test young and fringe players. Performances in these unofficial matches can influence selection for the senior national side.

Context: Uttar Pradesh is India's most populous state, and Ayodhya is a major pilgrimage town. Solar schemes like the national PM Surya Ghar rooftop programme aim to bring cheap power to homes and farms across India.

Context: NavIC is India's homegrown satellite navigation system, a regional alternative to GPS covering India and nearby areas. Adding satellites helps keep it working well and reduces reliance on foreign systems.

Context: Cardamom is a major spice crop in Keralam's hill districts, and warmer temperatures are pushing farmers toward year-round harvests. Pesticide overuse is a wider concern in Indian farming because it can affect soil, water and food safety.

Context: Waymo, owned by Alphabet, already runs robotaxi services in US cities, while Toyota is Japan's largest carmaker, so this partnership combines car-making with self-driving software.

Context: The sugar minimum support price and sugar-to-ethanol policy are set by the Centre, which shapes how much mills pay farmers for cane. Cane yields fall in drought years, which squeezes farmers and mills alike.

Context: Andhra Pradesh was recently hit by Cyclone Arnab, so residents are watching closely for more heavy weather. The India Meteorological Department (IMD) issues these forecasts, and depressions over the Bay of Bengal can sometimes strengthen into cyclones.

Context: Riyadh is Saudi Arabia's capital. Saudi Arabia has faced drone and missile attacks in recent years, including from Yemen's Houthi movement, so early reports of a drone often raise questions about who sent it.

Context: PU, or pre-university, is the two-year college stage after Class 10 in Karnataka, and SSLC is the state's Class 10 board exam. Seats at this level are growing each year, so the state is slowing new private openings to match seats with students.

Context: Global nature talks set shared targets for protecting forests, rivers and wildlife, with a widely cited goal to halt nature loss by 2030. Funding is a recurring dispute, since poorer countries want richer ones to help pay for conservation.

Context: US midterms are held two years into a presidency and elect all House seats and some Senate seats. Mail-in voting lets people post their ballots, and rules differ by state, so checks like these vary across the country.

Context: Tata Sons sits at the top of the Tata Group, a large Indian conglomerate, and a listing would let public investors buy shares in it. Disputes over leadership and governance can affect investor trust in the wider group.

Peels and stalks are often thrown away, while public health advice usually focuses on eating enough fruit and vegetables overall. Such findings usually add detail to general diet advice rather than replace it.

Context: Rising prices and wages that have not kept pace have fuelled cost-of-living protests across Europe in recent years. Unions often call strikes to press governments for action on pay and prices.

Context: Many vision problems in India, such as cataracts and uncorrected refractive errors, can be treated cheaply if caught early. Family decision-making about health spending has long been linked to unequal care for women.

Context: The Black Sea is a key shipping route for grain and oil, and attacks there have increased since the war in Ukraine began in 2022. Greek shipping companies carry a large share of global cargo, so disruptions can raise trade costs far beyond the region.

Context: The FDA checks food, drugs and cosmetics for safety and quality, and inspections are a key part of that work. Officials must act within their legal authority, so allegations of improper raids can affect both businesses and public trust.

Context: Iran's nuclear programme and the Strait of Hormuz, a narrow sea passage for much of the world's oil, have been at the centre of tensions between Tehran and Washington. Qatar has been mediating talks between the two sides.

Context: Emmanuel Macron is France's president, and cost of living has been a major public concern in the country. Recent unrest with riots and looting has made authorities prepare for a larger security response.

Context: Trademark cases decide whether one brand name is too similar to another and could confuse customers. The Madras High Court sits in Chennai and hears appeals and cases from Tamil Nadu.

Context: India imports cotton at times to meet demand from its textile industry, which uses it to make clothes. Government duty waivers on imports are typically used to keep raw material supply steady and prices manageable for mills.

Context: Chokepoints are narrow sea passages, such as the Strait of Hormuz, through which large amounts of oil and gas pass. India imports most of its crude oil, so supply disruptions can push up fuel prices at home.

Context: Pope Leo XIV was born in the United States, while the Pope leads Vatican City, a small independent state inside Rome. The mix of a religious leader and a voting citizen is rare, so the question draws attention ahead of US elections.

Context: The Kerala Public Service Commission recruits people for state government jobs through competitive exams, so its rank lists decide who gets hired. An FIR is a first police step, and the charges still need to be proven in court.

Context: EWS stands for Economically Weaker Sections, a category for poorer groups outside existing reservation categories. Open seats are not reserved, so admission depends on merit, and high private fees can make these seats hard for many families to afford.

Context: Margin means the gap between what a drug costs to make or buy and what it sells for. Cancer treatment is expensive in India, and drug prices have been a long-running debate between companies, patients and regulators.

Context: Britain abolished slavery in its colonies in 1833, and debates over apologies and reparations for it have continued for years in Britain and other former colonial powers.

Context: An MRI machine gives detailed body scans but costs far more to buy and maintain than an X-ray, so some state hospitals use private operators. Public-private partnerships are a common way for states to keep such services running.

Context: The 2030 goals come from the Kunming-Montreal global biodiversity agreement reached in 2022, which set the target of protecting 30% of land and oceans by 2030, often called 30 by 30. Most countries are still behind on it.

Context: Chickenpox is a common childhood infection caused by the varicella-zoster virus. After recovery, the virus stays dormant in nerve tissue and can later cause shingles in some people.

Context: Thailand's lèse majesté law protects the monarchy from insult and carries heavy prison terms. Rights groups have criticised it, and the case is part of a long debate in Thailand over free speech and the monarchy.

NavIC is India's own satellite navigation system, a regional alternative to GPS, used for location services and vehicle tracking in India. Earlier launches built the constellation, so each new satellite adds backup and better accuracy.

Context: NRIs are Indians who live abroad for work or study but keep Indian citizenship or ties, and many buy homes at home as an investment or for a future return. Their buying patterns often shape demand in Indian cities.

Context: Kerala's backwaters are a network of canals and lakes, and India has been promoting inland waterways to move cargo off crowded roads and railways. Vizhinjam is a major sea port near Thiruvananthapuram.

Ambulances in parts of rural India can take a long time to reach people, especially on long or poorly connected roads. Assam is a northeastern state, and stories like this often highlight how far help can be in such areas.

Context: Ekta Nagar is near the Statue of Unity in Kevadia, which draws large numbers of visitors each year. Rashtriya Ekta Diwas, observed on 31 October, marks the birth anniversary of Sardar Vallabhbhai Patel.

Context: Omar Abdullah leads the National Conference and heads the government of Jammu and Kashmir. Internal disputes in a ruling party can affect how stable and effective the government looks to voters.

Context: India's rape law sits in the Bharatiya Nyaya Sanhita, which replaced the Indian Penal Code in 2024. Courts have often been asked to decide how consent is shown in relationships that later break down, and this affects both complainants and accused people.

Context: Kaante (2002) was a crime drama that became a hit, and Shootout at Wadala (2013) is a gangster film. Gupta was known for his crime-genre Hindi films, which made him a familiar name to many moviegoers.

Context: IGL (Indraprastha Gas Limited) is a city gas distributor in Delhi, so its gas costs can shape prices for cooking and vehicles. Such companies buy gas and pass part of the cost on to customers, and rates are often set under government rules.

Context: The Preamble is the opening statement of India's Constitution, beginning with 'We, the people of India'. Scientific temper is a value the Constitution asks citizens to develop, meaning testing claims with evidence rather than accepting them blindly.

Context: Gen Z refers to people born roughly between the late 1990s and early 2010s, who are now entering work and studies. The protests are part of a wider wave of youth-led demonstrations across Europe over living costs.

Context: Russia's full-scale invasion of Ukraine began in February 2022 and has involved frequent missile and drone attacks on Ukrainian cities. Patriot is a US-made air defence system, so arms decisions like this one are closely watched by Ukraine and its allies.

Context: Tata Sons is the holding company of the Tata Group and its shares are not listed on the stock market. Shapoorji Pallonji Group and Tata Trusts are both major shareholders, so decisions here shape who controls the group.

Context: The Chief of Air Staff heads the Indian Air Force and is one of the country's top military posts. Leadership changes like this are routine, but they set the direction for the force's equipment, training and planning for the years ahead.

Context: Pedro Sánchez leads Spain's Socialist government and has faced repeated pressure from opposition parties. A snap election is called when a government dissolves parliament early, so the vote comes sooner than planned.

Refineries turn crude oil into fuels like petrol and diesel, so their output shapes what consumers pay at the pump. Global oil prices rise when conflicts disrupt supply in major producing regions, and India, a large oil importer, tracks these trends closely.

Context: The G20 brings together the world's largest economies, and its decisions influence global trade, finance and security. Since Russia invaded Ukraine in 2022, divisions among members have often blocked joint statements, so chair summaries are used instead.

Context: Iveco is an Italian maker of trucks, buses and military vehicles. Tata Motors is part of the Tata Group, and N. Chandrasekaran has led the wider group as chairman of Tata Sons.

Bengaluru has long faced recurring road digging, waterlogging and water strain, partly because several agencies handle different services. A single long-term plan aims to coordinate these services instead of fixing problems one by one.