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From Connectivity to AI: Rajesh Subramaniam on the Next 25 Years of Technology Transformation
Technology is evolving faster than ever, but its real impact lies in how it reshapes human behavior, not just industries. From the rise of open source innovation to the transformative potential of edge AI, emerging technologies are becoming more accessible, integrated, and influential. In this episode of the Analytics Insight Podcast, host Priya Dialani speaks with Rajesh Subramaniam, CEO of embedUR systems, about how technology has evolved over the past two decades and what lies ahead. The conversation explores AI, connectivity, open source innovation, and the shifting relationship between humans and machines. Here are the excerpts from the interview:To begin, can you tell us about embedUR systems and your role?A: embedUR systems was founded in 2004 with a focus on embedded software and connectivity for edge devices. Over the past two decades, we’ve partnered with global technology leaders to build software powering IoT systems, networking, and next-generation platforms. More recently, we’ve led initiatives in edge AI through platforms like ModelNova. My role has evolved from hands-on technical work to shaping long-term vision, identifying technology shifts, and building strategic partnerships to drive sustainable growth.Looking back over the last 20 years, which technological shift truly changed how humans live?A: The biggest shift was connectivity. Between 2000 and 2025, the internet became the foundational infrastructure for everything, from smartphones to streaming to communication. Devices like the iPhone collapsed multiple functions into one and made us always connected and context-aware. This wasn’t just a technological shift—it fundamentally changed human behavior, how we communicate, consume information, and even define presence.Social media promised connection. Has it delivered, or created unintended consequences?A: It’s both a boon and a bane. On one hand, it has enabled instant global communication and created entirely new professions like influencers. On the other hand, it has accelerated the spread of misinformation and reduced oversight. The bigger concern is behavioral impact, especially among younger users, leading to overdependence, isolation, and even mental health challenges. The responsibility lies with both platforms and users to ensure more mindful and informed usage.What role has open source software played in accelerating innovation?A: Open source has been a major catalyst. Earlier, companies had to pay licensing fees for software, which limited access. With platforms like Linux, Android, and TensorFlow, innovation became more accessible and collaborative. It reduced barriers for startups and shifted value from owning code to contributing to ecosystems. Without open source, we wouldn’t see AI scaling at the pace it is today.AI has gone through multiple waves. What feels different about this current wave?A: Three things stand out: accessibility, capability, and deployment. AI is now conversational and intuitive, not just hidden behind code. It can perform a wide range of tasks, from writing code to reasoning and summarizing. Most importantly, we are moving toward “physical AI” at the edge, where intelligence is embedded directly into devices. This wave feels less like automation and more like augmentation of human cognition, and we’re only at the beginning.Is innovation moving faster than our ability to govern and regulate it?A: Absolutely. Technology has always outpaced regulation—from the printing press to the internet. The difference now is speed and scale. AI can spread globally in months. The real challenge isn’t just regulation but building ethical literacy. We need collaboration between technologists, policymakers, and businesses to ensure responsible innovation rather than reactive governance.Will intelligence become a commodity in the coming years?A: Yes, at a base level. Foundational AI models will become utilities like electricity or bandwidth. However, differentiation will come from domain expertise, proprietary data, contextual application, and edge intelligence. The value will shift from access to intelligence to how effectively it is applied in real-world scenarios.Finally, what mindset should people adopt to navigate the next 20 years of technological change?A: The next 25 years will be transformative, with AI, edge intelligence, and human-machine collaboration reshaping everything. The key is to stay curious, ethical, and long-term focused. Continuous learning and trust-building will matter more than predicting outcomes. Technology will evolve, but human judgment and intuition remain critical. If I had to summarize: build with intelligence, but lead with wisdom.Analytics Insight · From Connectivity to AI: Rajesh Subramaniam on the Next 25 Years of Technology TransformationJoin our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
Samsung Galaxy Z Fold 8 Leak Reveals Bigger Battery, Faster Charging Boost
Samsung’s upcoming foldable flagship might finally see major upgrades to battery life. According to initial leaks about the Galaxy Z Fold 8, Samsung seems to be looking to improve battery life, charging speed, and usability. Although the new model is still far from its actual launch, there have been a few leaks about its hardware and features.Battery and ChargingGalaxy Z Fold 8 will include a 5,000mAh battery, according to current reports. The new battery capacity will exceed that of all previous Galaxy Z Fold devices. The design of foldable devices limits their battery capacity, as they must maintain a sleek appearance and make use of their extensive screen space. Therefore, any increase in battery capacity becomes an important achievement.Samsung’s wireless charging system will provide faster charging speeds. The upcoming device will support 45W fast charging according to its specifications. Certain reports claim it might support 60W charging. It will reduce interruptions during everyday use, as faster charging will allow users to complete a full day of heavy use.Display and DurabilityGalaxy Z Fold 8 will include an 8-inch AMOLED foldable display with a 120Hz refresh rate, according to inside information. The display will achieve a maximum brightness of 2,600 nits, which will make outdoor content viewable and improve video display quality.The outer cover screen will be 6.5 inches and provide a 120Hz refresh rate.Also Read: Samsung to Spend $73 Billion in 2026 to Expand AI Chip CapacityPerformance and CamerasThe processor of the Foldable device is expected to be a Qualcomm Snapdragon 8 Elite processor. The device promises 16GB RAM and 512GB of internal storage. This means users can perform multiple tasks on the device, as well as be productive at work and enjoy video games at the same time.The photography system leaks suggest the device has a triple-camera setup. The primary sensor on the device is a 200MP sensor, a 12MP ultra-wide lens, and a 10MP telephoto lens. The device also has a 10MP front-facing camera.Launch Timeline and PriceThe second half of 2026 will likely see the public announcement of the Galaxy Z Fold 8, which Samsung plans to launch in July 2026. The Indian market will be able to purchase the foldable flagship device at a price range between Rs. 1,85,000 and Rs. 1,95,000.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
Best Gaming Monitors Under ₹30,000 on Amazon
Why Gaming Monitors Matter for Performance: A good gaming monitor can make a big difference in your gameplay. Faster refresh rates, better color reproduction, and low response times help reduce lag and screen tearing. Many modern gaming monitors under Rs. 30,000 now offer features like IPS panels and smooth visuals. These displays are designed to deliver clear visuals for competitive games and story-driven titles. Choosing the right monitor ensures a smoother and more enjoyable gaming experience every day.Acer 27-inch WQHD IPS Monitor: Reliable Display for Everyday Gaming: Price: Rs. 25,399 (approx.)The Acer 27-inch monitor is a strong option for gamers who want a balanced setup. It offers a sharp display with good color accuracy and wide viewing angles. The large screen size makes it suitable for gaming, streaming, and even work tasks. Many users prefer this monitor because it delivers solid performance without pushing the budget too high. It is a dependable choice for casual and regular gamers.BenQ EW270Q 27-inch IPS Gaming Monitor: Smooth Visuals and Comfortable Viewing: Price: Rs. 17,989 (approx.) The BenQ EW270Q is designed for smooth gaming sessions and comfortable viewing. Its IPS panel provides vibrant colors and consistent brightness, which is helpful for long gaming hours. The monitor also supports clear visuals in fast-paced games, making it suitable for action and racing titles. Gamers who want a mix of performance and comfort often consider this model a reliable mid-range option.Dell S2725HSM 27-inch FHD Monitor: Clean Design and Stable Performance: Price: Rs. 14,099 (approx.) The Dell S2725HSM stands out with its modern design and steady performance. It delivers clear Full HD visuals that work well for gaming, watching videos, and everyday computing. Many players like its simple setup and dependable display quality. The monitor is also known for smooth visuals and consistent brightness, which helps reduce eye strain during longer gaming sessions or late-night gameplay.Samsung 24-inch FHD IPS Flat Monitor: Compact Choice for Budget Gamers: Price: Rs. 7,099 (approx.) The Samsung 24-inch monitor is a compact and budget-friendly option for gamers with limited desk space. It provides sharp visuals and stable performance for daily gaming and entertainment. This model is especially useful for beginners who want a reliable display without spending too much money. Its simple design and reliable display quality make it a popular choice for entry-level gaming setups.Lenovo Legion R27qe Gen 2 Gaming Monitor: Built for Competitive Gaming: Price: Rs. 16,490 (approx.) The Lenovo Legion R27qe Gen 2 is designed for gamers who want faster performance and responsive gameplay. It offers a large screen and smooth visuals that help during competitive matches. Many players appreciate its gaming-focused features and sturdy build quality. This monitor is a strong choice for those who play multiplayer games regularly and want a display that keeps up with fast action.How to Choose the Right Gaming Monitor Under Rs. 30,000: When buying a gaming monitor, focus on refresh rate, screen size, and panel type. A higher refresh rate usually means smoother gameplay, while IPS panels provide better colors and viewing angles. Also consider desk space and the type of games you play. With many reliable models now available under Rs. 30,000, gamers can enjoy strong performance without spending too much money on their setup.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
Gold Price Today: MCX Gold Crashes Below Rs. 1.37 Lakh Amid Rate Hike Fears
Gold prices declined sharply on 23 March 2026 and it highlights an increased volatility in bullion markets. The decline comes along with rising fears around inflation and expectations of tighter monetary policy which weigh on investor sentiment.Gold April futures declined 4.84% to Rs. 1,37,501 per 10 grams on Multi-Commodity Exchange while Silver May contract backed 5.61% to 2,14,045 per kg. Domestic Gold PricesThe price of 24K gold decreased by Rs. 595 in early trade with ten grams of precious metal trading at Rs. 1,40,020. The price of 22K gold also decreased by Rs. 545 with ten grams of yellow metal selling at Rs. 1,28,350. The price of ten grams of 24K gold stood at Rs. 1,40,020 in Mumbai and Kolkata and Rs. 1,41,280 in Chennai. In Delhi the price of 10 grams of 24K gold was Rs. 1,40,170.Global Weakness Drags Bullion LowerThe domestic fall is a reflection of global trends. Gold prices have extended their downward streak to a ninth consecutive session. Spot gold declined to around $4,340 per ounce, marking a four-month low, while US gold futures dropped nearly 5%.Silver prices also weakened across the world. Prices fell to around $65 per ounce as investors exited precious metals due to changing macroeconomic expectations.Inflation Fears and Rate Hike ExpectationsThe sharp correction in bullion prices is largely driven by rising concerns around inflation arising from the ongoing US-Iran conflict. Crude oil prices continue to stay above $110 per barrel, further increasing fears of persistent inflation across economies across the world.Market expectations for monetary policy have also shifted significantly. According to recent data, the probability of US Federal Reserve rate hike in June 2026 has risen to 22% and it is up from 15% a week ago.Higher interest rates reduce the appeal of gold and silver, as these assets do not offer yields compared to fixed-income instruments.Also Read: Gold Posts Sharp Weekly Loss as War and Rate Fears Hit Safe-Haven DemandKey Levels to WatchOn MCX, gold may find support at Rs. 1,33,000-Rs. 1,30,000 levels, while resistance is seen at Rs. 1,40,000-Rs. 1,44,000 levels. While silver is likely to find support at Rs. 2,00,000-Rs. 1,85,000 levels and resistance at Rs. 2,26,000-Rs. 2,40,000 levels.Support for gold is seen at the $4,116 level internationally while it may face resistance at the $4,480 level.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
Top News Today: Tesla’s Terafab Chip Project in Austin, Bidso Raises Rs 63 Crore Funding & More
Good morning, tech fam; here are some quick tech updates for you to catch up on!What’s New Today: Tesla, SpaceX, and xAI plan a Terafab chip facility in Austin to produce AI5 chips and meet growing AI demand.Fast-Track Insights: Bidso raises Rs 63 crore to scale manufacturing, expand teams, and grow beyond toys using its contract production platform across IndiaHere’s a quick rundown of the biggest tech headlines making waves today. Let's dive into the day's top tech stories, from Tesla's Terafab chip project in Austin to India facing rising graduate unemployment and a skills gap.Tesla Terafab AI Chip Project UnveiledElon Musk has revealed plans for Terafab, a massive semiconductor facility in Austin led by Tesla, SpaceX, and xAI. The facility will manufacture AI5 chips for autonomous driving and robotics applications to meet growing market demand. Musk revealed his concepts for AI-powered satellites while also demonstrating the significant costs and challenges involved in building modern chip manufacturing facilities.Read MoreBidso Raises Rs 63 Crore in FundingBidso has raised Rs 63 crore, led by Blume Ventures, to expand its manufacturing capabilities. The startup, founded in 2022, now oversees all production processes to help brands design and produce their products efficiently. Bidso will use its current infrastructure to build additional capacity and hire more staff while developing new products for markets beyond toys.Read MoreGraduate Unemployment Crisis in India ReportAccording to a report from Azim Premji University, close to 40% of young graduates in India are currently without jobs. This observation highlights a consistent disparity between the educational framework and the employment landscape. Despite advancements in educational access and some gains in formal employment within southern Indian states, challenges related to skill development, educational quality, and financial constraints remain considerable impediments. The findings underscore the urgent need to align education, vocational training, and job opportunities to ensure future workforce stability.Read MoreBest AI Audiobooks to Learn 2026The AI audiobooks of 2026 help listeners understand difficult ideas by combining basic language with practical examples from everyday life. The audiobooks Artificial Intelligence in Practice and Human-Compatible examine the business applications of artificial intelligence, as well as ethical issues and the technology's future development. The audiobooks serve as a learning resource that enables users to learn fundamental and advanced AI concepts at their own pace while they go about their daily activities, as the content requires no specialized knowledge.Read MoreCrypto Enters US Banking System ShiftThe Office of the Comptroller of the Currency, led by Jonathan Gould, is opening the door for crypto firms like Ripple and Crypto.com to enter the US banking system. By easing earlier restrictions, the move could speed up crypto adoption and attract institutional capital, though traditional banks warn of rising competition and regulatory risks ahead.Read MoreJoin our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
Stock Market Update: Nifty 50, Sensex Set for a Gap-down Start Amid Global Uncertainty
The Indian stock market is expected to open on a weak note on Monday, March 23, 2026, amid ongoing tensions in the Middle East. GIFT Nifty also indicates a gap-down opening. The index was trading at 22,845.5 with a discount of 291 points from its previous Nifty futures close.On Friday, 20 March 2026, the benchmark indices saw a rebound, where the Sensex rose 325.72 points or 0.44% to close at 74,532.96, while Nifty 50 advanced 112.35 points or 0.49% to settle at 23,114.50.Sensex OutlookTechnically, the Sensex formed a doji-type red candle with a very long upper shadow on the daily chart, indicating signs of consolidation at lower levels.The 73,800-74,000 acts as a crucial support range, where strong demand could emerge. A break below this range could drag the index toward 73,200-73,000 levels.While the 75,200 is the immediate resistance level, for any upside momentum, the index needs to close strongly above this level.Nifty OutlookThe Nifty 50 formed a small-bodied candle with a long upper shadow on the daily chart, suggesting selling pressure at higher levels.Immediate support is registered at 22,900. A break below this level could trigger a decline toward 22,600, followed by 22,500.On the upside, initial resistance can be seen at 23,500. A break above this level is required for positive momentum.Derivative data shows heavy call writing at 23,300-23,500, while significant put writing can be seen at 23,000.Bank Nifty OutlookBank Nifty closed 23.95 points or 0.04% to settle at 53,427.05 on Friday, 20 March 2026, forming a short bearish candle on the daily chart.For this week, the 53,000 level stands as a key level. A break below this level may trigger a deeper correction toward 52,000.On the upside, 54,100-54,200 will act as a crucial hurdle. A break above this resistance range could take the index further upwards toward 55,000.Also Read: US Stock Market Today: S&P 500 Extends Losses as Traders Brace for Prolonged War and VolatilityKey Factors for Market Sentiment The rupee declined further to record a low at 93.84, suggesting continued pressure on the currency. The dollar-rupee pair over the last four weeks has increased by 2.75%.The weakness in the domestic benchmarks is largely driven by the Middle East conflict between the US-Israel and Iran, due to which the oil prices have increased to over $110.Foreign Institutional Investors (FII) sold equities worth around Rs. 29,900 crore last week, extending the risk-off sentiment.
Why Data Science Degrees Offer Strong Career Growth in the AI Era
Overview:Data science degrees offer strong career growth due to rising global demand and rapid job expansion.The growth of AI is increasing the need for skilled professionals who can work with data and machine learning.High salaries and use across multiple industries make data science a stable and future-ready career choice.Data science is a rapidly expanding field with many opportunities for career growth. The latest reports suggest that the sector has great potential and future scope, as many companies are hiring data professionals to streamline workflows. According to the US Bureau of Labor Statistics, jobs for data scientists are expected to grow by 34% between 2024 and 2034. This is much higher than most other jobs. The global demand is also increasing quickly, with experts claiming over 11.5 million data science job openings by 2026.The growth rate is also strong in India as the demand for data science professionals has increased by more than 60% since 2019. This means many companies are searching for skilled people who can work with data. Data Science and Artificial IntelligenceArtificial intelligence systems require large volumes of data to function properly. They learn patterns from data and improve their results over time, highlighting the importance of data science roles despite the beginning of the AI era.Recent studies show that job postings requiring AI skills increased by nearly 109% from 2024 to 2025. These skills include machine learning and working with advanced computer models. This means companies want people who understand both data and AI.Another massive change is in education requirements. Some companies previously hired employees without formal degrees. However, the demand for a data science degree in the latest job postings has increased from 47% in 2024 to 70% in 2025. This shows that companies now prefer candidates with proper training and knowledge. A degree helps build strong basics, which are needed to work on real projects.High Salary Makes It More AttractiveData science is also known for offering high salaries. People working in this field often earn more than many other professionals. In some countries, salaries can range from $190,000 to $230,000 per year, depending on experience and skills.Professionals who are knowledgeable in AI have an added benefit of earning 5% - 12% more compared to others. Companies readily pay more because data scientists help them make better decisions, reduce risks, and increase profits.Also Read - Data Science vs AI: Which is Better for Your Career in 2026?Education Is Expanding QuicklyMany colleges and institutes are now offering data science courses to meet this high demand for data professionals. New programs in data science and machine learning are being launched to help students learn both theory and practical skills. These programs focus on real-world problems so that students are job-ready after graduating.Companies are also creating more advanced roles. Reports show that AI leadership roles increased by 40% - 60% in 2025. This means there are more opportunities not only for beginners but also for experienced professionals. People who gain experience in this field can grow into higher positions like team leaders, managers, and AI expertsJobs Are Changing, Not DisappearingThere is a common fear that AI will take away jobs. Some reports show that around 66% of companies have reduced hiring for entry-level roles due to automation. This means basic jobs are becoming fewer.However, this does not mean fewer opportunities overall. Instead, jobs are changing. Companies now need people who can build AI systems, manage data, and improve technology. These are advanced skills, and data science degrees help in learning them.While simple tasks may be automated, the need for skilled professionals is actually increasing. People with strong knowledge and training are still in high demand.Used in Many Different IndustriesA major advantage of data science is that it can be applied to many industries to improve workflows. Hospitals use data to improve patient care, while banks use it to detect fraud and manage money better. E-commerce companies use customer information to understand their behavior, and factories use data to improve production and reduce waste.Since data is used everywhere, professionals in this field have more employment opportunities and better job security.The global big data market is also expected to cross $100 billion by 2025. This shows the scale of investments companies are making in data. This will further increase hiring in the sector.Also Read - Top Job Boards to Start Your Data Science & AI Career in 2026A Future-Proof Career ChoiceData science is often called a future-proof career because data will always be important. As technology grows, more data will be generated every day. Companies will continue to need experts who can understand and use this data properly.The combination of data science and AI makes this field even stronger. Both areas support each other and grow together. This creates long-term career opportunities for people with the right skills.Final ThoughtsData science degrees offer strong career growth in the AI era. The field has high demand, fast job growth, and excellent salaries. It is closely connected with AI, which makes it even more important today. Even though there has been a drop in some basic jobs, new and better roles are being introduced.With increasing use across industries and growing global investment, data science provides a stable and rewarding career path. Proper education and skills can open many doors and lead to long-term success in this field.FAQs1. What is data science?Data science is the process of collecting, analyzing, and using data to solve problems and make better decisions.2. Why are data science degrees important?They provide structured learning, strong basics, and practical skills needed to work in real-world data and AI projects.3. How does artificial intelligence relate to data science?Artificial Intelligence depends on data, and data science helps in preparing and managing that data for AI systems.4. Is data science a good career in the future?Yes, it offers high demand, strong salaries, and growth across many industries, making it a future-proof option.5. What skills are needed to become a data scientist?Key skills include data analysis, programming, machine learning, and problem-solving abilities.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
Top 10 IoT Security Companies in 2026
Overview: IoT security is critical due to the rapid growth in connected devices and rising cyber threats.Leading companies like Armis and Fortinet use AI and automation to protect smart systems.Both global firms and niche players are shaping the future of IoT security with innovation.The Internet of Things (IoT) sector is expanding rapidly. Smart devices like cameras, sensors, home assistants, and industrial machines are interconnected to offer streamlined services. This growth has made life easier, but it has also created serious security risks. Hackers are increasingly targeting these devices to access your personal information. A recent global cyber operation showed that more than 360,000 routers and IoT devices were infected, and this botnet spread across 163 countries. Such incidents have pushed companies to focus strongly on IoT security. Many firms are using artificial intelligence and smart monitoring systems to protect devices. Below are the top 10 IoT security companies leading this space:ArmisArmis is one of the most important IoT security companies today. It helps businesses find and monitor all connected devices without installing software on each one. Its system can detect threats in real time and stop attacks quickly. Armis became even more popular after a major $7.75 billion acquisition deal by ServiceNow, showing its high value in the market.Palo Alto NetworksPalo Alto Networks is a global cybersecurity leader with strong IoT protection tools. Its platform uses artificial intelligence to study device behavior and detect unusual activity. The company supports more than 80,000 customers worldwide. Its solutions are widely used in healthcare, especially for protecting medical devices.FortinetFortinet provides a complete security system that protects networks and IoT devices together. Its technology uses automation and AI to block threats and control device access. It is especially useful for large organizations where many devices are connected at once.Also Read - Best Books on IoT Security and Privacy to Read: Top 10 PicksCiscoCisco focuses on securing industrial systems, smart cities, and 5G networks. Its tools help companies manage and protect devices in large environments like factories and transport systems.Nozomi NetworksNozomi Networks focuses on industrial IoT and operational technology. It protects important systems like power plants, factories, and transport networks. Its platform gives clear visibility of all devices and uses smart analytics to detect unusual behavior before it becomes a threat.Microsoft (Defender for IoT)Microsoft offers Defender for IoT, a powerful tool that monitors devices and detects risks early. It uses behavior analysis to understand how devices should act and alerts when something goes wrong. It also connects easily with other Microsoft security products.OrdrOrdr helps organizations see and manage all connected devices clearly. It can identify each device, track its activity, and apply security rules automatically. This reduces the chances of unauthorized access and keeps networks safer.EclypsiumEclypsium focuses on deep-level security, especially firmware and hardware. Many attacks happen at this level, which is usually ignored. Eclypsium detects hidden risks inside devices and helps fix them before they are exploited.MocanaMocana is known for securing embedded systems and industrial IoT devices. It uses a zero-trust approach, meaning every device must be verified before access is allowed. Its solutions are common in industries where safety is very important.Also Read - How IoT Devices Are Driving New Demands for Cloud-Native SecurityPayatu Payatu is a leading IoT security company from India. It specializes in hardware testing, firmware analysis, and wireless security. The company has found many serious vulnerabilities in global systems and is respected for its research work.Latest Trends and Industry Insights IoT security is transforming rapidly. Several important trends shaping the industry are:Artificial intelligence is now a key part of security systems. It helps detect threats faster and reduces human effort.Cybersecurity spending is increasing as companies invest more to protect data and devices.The growing number of connected devices is increasing the risk of cyberattacks.Large companies are buying smaller cybersecurity firms to improve their technology and expand services.New startups are entering the market with fresh ideas, especially in smart building and physical security systems.Final Thoughts IoT security is extremely important as the network of connected devices grows. Large-scale companies like Armis, Palo Alto Networks, Fortinet, and Cisco are leading the sector with advanced solutions. At the same time, smaller companies are pitching new ideas and enabling innovation. With rising cyber threats, strong IoT security is no longer optional. It is a necessary measure to protect systems, data, and everyday digital life.FAQs1. What is IoT security?IoT security means protecting connected devices like sensors, cameras, and smart machines from cyber attacks and unauthorized access.2. Why is IoT security important in 2026?The number of connected devices has increased rapidly, making systems more vulnerable to hacking and data breaches.3. Which companies are leading in IoT security?Top companies include Armis, Palo Alto Networks, Fortinet, Cisco, and Microsoft.4. How do IoT security solutions work?They monitor device behavior, detect unusual activity, and block threats using AI, automation, and network controls.5. What industries need IoT security the most?Healthcare, manufacturing, energy, transportation, and smart cities rely heavily on IoT security for safe operations.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
How to Invest in the Top Communication Stocks of 2026
Overview:Communication stocks are growing rapidly due to rising data usage and technologies such as artificial intelligence and 5G.Companies like Bharti Airtel, Vodafone Idea, and Tata Communications are the key players in India’s telecom growth story.A mix of stable telecom firms and high-growth tech companies can help create a balanced investment strategy.The communication sector is a group of companies that help people connect, talk, watch content, and use the internet. It includes mobile network providers, broadband companies, streaming platforms, and businesses that build network systems.Currently, the sector is growing exponentially as an increasing number of people are using smartphones, watching videos online, and working on the internet. New technologies like artificial intelligence (AI), 5G, and early development of 6G are also supporting the growth. Large global companies such as Alphabet, Netflix, Comcast, and T-Mobile lead this sector. Alphabet alone has reached a value of about $3.7 trillion in 2026, highlighting the strength of digital platforms. In India, companies like Bharti Airtel, Vodafone Idea, and Tata Communications are important players.Latest News and Growth in 2026Recent updates show that the communication sector is quickly becoming more advanced. Companies that build optical networking technology are in high demand as they support a large volume of high-speed data transfers needed for AI systems and data centers. A prominent example of such a company is Lumentum, which has seen a revenue growth of nearly 65% compared to the previous year.Another company, Adtran, has reported an extremely high earnings growth of approximately 900% in recent quarters. The need for improved broadband and faster internet across businesses is driving this growth. Arista Networks is also performing well with expected revenue growth of 25% in 2026. This growth stems from the rising demand for AI-based networking systems.At the same time, large telecom companies spend massive amounts of capital to improve their networks. AT&T is planning to invest nearly $250 billion to expand fiber networks, improve 5G services, and prepare for future 6G technology.All these updates show that the sector is moving from simple communication services to advanced technology systems.Also Read - Top Growth Stocks to Watch for the Next 10 Years in 2026Types of Communication StocksThere are different types of companies in this sector, and each one functions in a slightly different way.Telecom operators are companies that provide mobile services and internet connections. These companies are usually stable due to the increasing demand for phones and internet services. They also offer regular income through dividends.Infrastructure and equipment companies build systems that facilitate communication. They create network equipment, cables, and data systems. These companies experience faster growth and new technology demand. However, they can also be riskier.Media and digital platform companies include streaming services and online advertising businesses. These companies generate income through subscriptions and ads. They have high potential for growth because they serve users globally.How to Invest in These StocksInvesting in communication stocks requires simple but careful thinking.Firstly, it is important to understand the future of the industry. The demand for faster internet, cloud services, and AI tools is increasing every year. Companies that are connected to these trends have better chances of growing.Secondly, checking the financial condition of a company is crucial. A high-potential company will have strong revenue, steady profits, and minimal or no debt. Telecom companies usually spend on building networks, so having great fundamentals is extremely important.Thirdly, investing in different types of companies instead of only one is a safe investment strategy. This helps reduce risk. Stable telecom companies can generate steady returns, while technology-focused companies may provide higher growth.Another important factor is government rules. The communication sector is controlled by many regulations. Changes in policies, pricing rules, or spectrum auctions can affect company profits. Keeping an eye on these changes can help make better decisions.There is also a possibility of new big events, such as the expected IPO of Reliance Jio, which can attract investor attention and change the market outlook.Risks in the Communication SectorEven though the sector is growing, there are some risks that cannot be ignored.Companies usually spend large amounts of money to build and upgrade their networks. This can result in added pressure on profits.Strong competition between companies can lead to lower prices and reduced earnings.Companies that fail to keep up with new developments like AI or 6G may fall behind.Government regulations can also create uncertainty. New rules can sometimes reduce profits or increase costs.Also Read - Best AI Stocks to Buy in March 2026 for High GrowthFuture Outlook for 2026The future of the communication sector looks promising as AI, cloud computing, and high-speed internet are driving growth. Companies that support these technologies are expected to perform well.At the same time, traditional telecom companies will also remain important because they provide the basic infrastructure that supports all digital services. They are also a great choice for investors who prefer stable returns.Final ThoughtsInvesting in communication stocks offers both safety and growth opportunities. While the sector is transforming quickly, it also has strong long-term potential. By understanding new trends, choosing financially strong companies, and spreading investments across different types of businesses, investors can benefit from this growing industry.The key idea is simple. Focus on the future of technology, stay informed about market changes, and create a balanced portfolio with patience.FAQs1. What are communication stocks?Communication stocks are shares of companies that provide telecom services, internet, media, and network infrastructure.2. Why are communication stocks growing in 2026?Growth is driven by Artificial Intelligence, 5G expansion, and increasing demand for data and digital services.3. Are telecom companies safe investments?Telecom companies are usually stable and can provide steady returns, but growth may be slower than tech-driven firms.4. Which Indian companies are important in this sector?Bharti Airtel, Vodafone Idea, and Tata Communications are major companies in India’s communication sector.5. What risks are involved in this sector?High costs, strong competition, changing technology, and government rules can affect company performance.
OpenAI Widens ChatGPT Ad Program for Free and Go Users in the United States
OpenAI is expanding advertising in ChatGPT for users on its lower-cost plans in the United States. The company said ads are being rolled out for logged-in adult users on the Free and Go tiers, while paid plans such as Plus, Pro, Business, Enterprise, and Education will remain without ads. At the same time, OpenAI said the change is part of a phased test as it adds another source of revenue while keeping access open on lower-priced options.OpenAI Broadens Ads on Free and Go PlansOpenAI said it began testing ads in ChatGPT in the United States on February 9, 2026. The company limited the early rollout to logged-in adult users on the Free and Go plans. It also said the expansion would continue gradually as it reviews feedback and product performance.The company later said it plans to widen the ad program across those lower-cost tiers in the US. As a result, more users on Free and Go are expected to see sponsored placements inside ChatGPT. However, OpenAI kept its premium and business subscriptions outside the test.OpenAI also linked the ad rollout to broader access. According to the company, ads are intended to help support free and affordable use of ChatGPT. Meanwhile, users who prefer an ad-free experience can stay on higher-tier plans that are not part of the program.OpenAI Outlines How Ads Will Appear in ChatGPTOpenAI said ads in ChatGPT will be “clearly labeled as sponsored” and kept separate from the main response. In addition, the company said the first format places ads at the bottom of answers when a sponsored product or service matches the topic of the conversation.The company also said ads will not influence ChatGPT’s answers. OpenAI stated that conversations remain private from advertisers, and it said advertisers receive performance information such as views and clicks rather than personal chat content. Furthermore, users can dismiss ads and share feedback on what they see.OpenAI added limits around eligibility and placement during the test. Ads will not appear on accounts where the company is told, or predicts, the user is under 18. It also said ads will not be shown next to sensitive or regulated topics during the initial phase.Also Read: GPT-4o and GPT-4.1 No Longer Available on ChatGPT: OpenAI Explains WhyCriteo Joins the Pilot as OpenAI Builds Ad ToolsCriteo said on March 2, 2026, that it had joined OpenAI’s advertising pilot in ChatGPT. The company said the integration allows brands to use Criteo’s digital advertising platform as part of the pilot. That move adds an outside ad technology partner to the program as OpenAI expands testing.At the same time, OpenAI has launched an advertiser page that presents ChatGPT as a place where businesses can connect with users during active research and decision-making. The company said it is exploring advertising as a channel for commercial discovery inside conversations.OpenAI has also described ads as part of a wider business model that includes subscriptions, API services, commerce, and compute. In that framework, advertising sits alongside other revenue lines as the company responds to growing usage across ChatGPT. As the rollout continues, the Free and Go plans remain the focus of the current US test.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
Crypto News Today: USDC Tops 2026 Stablecoin Growth With $4.5B Supply Increase
USDC has recorded the largest stablecoin supply increase of 2026, according to Artemis data. The chart shows a $4.5 billion net rise in USDC through March, while USDT posted a net decline of about $2 billion. The figures show a shift in stablecoin flows during the first part of the year.USDC Leads Year-to-Date Stablecoin GrowthArtemis tracks net supply change by measuring minting against redemptions. By that measure, USDC ranks first among the major stablecoins. Its $4.5 billion increase places it well ahead of all other tokens on the chart.Other stablecoins also posted gains during the period. USDS, USD1, USYC, JTRSY, and PYUSD all moved higher, with growth ranging from hundreds of millions to over $1 billion. Even with those increases, USDC remained far ahead of the rest.The data shows more than a rise in outstanding tokens. It points to strong demand for USDC as new capital moves into crypto markets. That demand has made Circle’s stablecoin the leading source of fresh on-chain dollar liquidity this year.USDT Posts the Largest Supply DeclineUSDT recorded the largest negative change on the Artemis chart. Its supply fell by about $2 billion year-to-date, making it the biggest decline among the major stablecoins tracked in the data.Other tokens with lower supply included USDai, USDFALCON, and M. Their changes were modest compared with USDT’s drop. The size of the USDT decline stands out because it comes from the largest stablecoin by total market supply.The contrast between USDC and USDT is clear in the year-to-date figures. One token added $4.5 billion, while the other lost about $2 billion. That created a relative shift of roughly $6.5 billion between the two largest stablecoins in less than three months.Stablecoin Supply Growth Tracks New On-Chain LiquidityNet supply growth is widely used as a way to track fresh capital entering digital assets. When minting rises above redemptions, more fiat-linked funds are moving onto blockchains. Those funds often support trading, lending, payments, and liquidity pools.USDC’s growth also matches broader usage trends seen this year. Market data cited in earlier coverage showed the token holding a large share of adjusted stablecoin transaction volume in 2026. That points to active circulation alongside the supply increase.The chart also shows uneven growth across the sector. Several regulated and institution-focused stablecoins expanded, but USDC captured the largest share of new issuance. That has made it the main stablecoin for fresh inflows so far in 2026.Also Read: USDC Supply Drops $600 Million as Market Liquidity ShiftsRegulation and Institutional Demand Remain in FocusCircle’s position in regulated finance has kept USDC central to recent stablecoin discussions. The issuer has continued to align with US regulatory frameworks, public market plans, and institutional crypto access.That approach has drawn attention as lawmakers and regulators continue work on stablecoin rules. Firms looking for regulated dollar-backed assets have increasingly focused on USDC, and the Artemis figures show that demand in supply terms.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
Bitcoin News Today: BTC Drops Below $69,000 as Trump Threatens Iran Power Plants
Bitcoin dropped below $69,000 on Sunday after US President Donald Trump gave Iran 48 hours to reopen the Strait of Hormuz or face attacks on its power plants. The warning unsettled financial markets and pushed crypto prices lower. Traders moved quickly to reduce risk as weekend sentiment turned negative.The decline erased most of Bitcoin’s gains from the previous week. Market momentum had improved after the Federal Reserve signaled a softer policy stance, but fresh war concerns outweighed that support. As a result, digital assets retreated across the board.The sell-off also exposed how heavily traders had leaned toward further upside. Once prices turned lower, leveraged positions began to unwind at speed. That added more pressure to an already weak market.Bitcoin Price Rally Reverses as Geopolitical Tensions RiseBitcoin price had climbed near $75,000 earlier in the week as traders responded to hopes of easing tensions and support from the Fed’s latest rate decision. That advance lost strength over the weekend after Trump shifted from talk of winding down operations to threatening energy infrastructure in Iran. The sudden change altered the market mood within hours.By Sunday morning, Bitcoin had fallen to around $68,800. The retreat left the asset down 2.5% over 24 hours and 4.1% over the week. The move showed how quickly crypto can react when geopolitical risks rise. The deadline now turns attention to Monday evening. If Iran does not act, traders could face another sharp move tied to possible strikes on civilian power systems. That prospect has kept risk appetite low even after recent monetary policy support.Liquidations Hit Long Traders as Market Turns LowerThe downturn triggered heavy liquidations across crypto derivatives. Around $330 million in positions were wiped out over 24 hours, affecting more than 101,000 traders. Long positions made up about 85% of the losses, showing how strongly the market had tilted toward bullish bets.Bitcoin long positions accounted for about $114 million in losses. Ether longs lost roughly $84.7 million. The largest single wipeout was a $10 million BTC-USDT swap on OKX, which showed the extent of the forced selling once prices slipped.This sharp imbalance reflected the buildup from the previous eight days, when prices had risen steadily and encouraged traders to add leverage. When the headline shock arrived, that positioning turned into a weakness. The result was a fast and broad unwind.Also Read: Crypto Prices Today: Bitcoin Near $70,000, ETH Down 2.42% as Fed Rate Remains Unchanged and Oil Prices DipAltcoins Drop While Options Traders Stay DefensiveMajor tokens also moved lower as the market fell in tandem. Ether dropped 1.8% to about $2,114, XRP lost 2.5% to $1.41, BNB slipped 1.4% to $633, Solana fell 2.1% to $88.55, and Dogecoin declined 2.7% to $0.092. Only Ether and Solana remained slightly positive on a weekly basis.Options activity showed that traders were still seeking downside protection. Demand for put options at Deribit was about 2.5 times larger than demand for call options. The 30-day delta skew stood at 16%, showing that professional traders were not fully confident Bitcoin would hold the current range.Spot Bitcoin ETF flows also turned negative, though the numbers remained limited. US-listed spot BTC funds saw $254 million in net outflows over two days. The outflows also contributed to the cautious tone as oil prices stayed high and Middle East tensions deepened.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
Top Public Companies with the Largest Bitcoin Holdings (2026)
OverviewStrategy dominates with over 700,000 BTC, far ahead of all other public companies.Mining firms like Marathon Digital and Riot grow holdings by producing Bitcoin directly.Global adoption is rising fast, with companies like Metaplanet and Tesla holding large reserves.Bitcoin is no longer just a digital currency for traders. Many big public companies hold Bitcoin as part of their main financial strategy. These firms see Bitcoin as a way to protect money, grow value over time, and stay ahead in the digital economy. Today, more than 160 institutions together hold over 1.78 million BTC, which is about 8.5% of the total Bitcoin supply. This shows how important Bitcoin has become in the corporate world.Strategy (formerly MicroStrategy): The Biggest HolderStrategy is the clear leader among all public companies. It owns more than 700,000 BTC, which is over 3% of all Bitcoin that will ever exist.The company has changed its identity completely. It started as a software business but is now known mainly for its Bitcoin investments. Strategy keeps buying Bitcoin regularly, even using borrowed money and selling shares to raise funds. Marathon Digital Holdings (MARA)Marathon Digital is one of the largest Bitcoin mining companies and holds more than 50,000 BTC.Mining means creating new Bitcoin by using powerful computers. Marathon earns Bitcoin directly instead of only buying it. The company also stores most of what it mines, which helps it grow its total holdings. Its business depends heavily on Bitcoin prices, so when prices rise, its value increases quickly.Twenty One Capital (XXI)Twenty One Capital holds around 35,000 to 40,000 BTC.This company does not always stay in the spotlight, but it has quietly built a large Bitcoin reserve. Its strategy is simple: buy and hold for the long term. This shows strong trust in Bitcoin as a store of value, similar to gold.Also Read - How to Start Bitcoin Mining on Mobile for Beginners: A Step-by-Step GuideMetaplanet Inc.Metaplanet, based in Japan, has also grown fast and now holds more than 35,000 BTC.It follows a strategy close to Strategy’s approach, focusing heavily on Bitcoin instead of traditional assets. Its rise shows that Bitcoin adoption is not limited to the United States. Asian companies are also joining this trend and building large reserves.Riot Platforms, Inc.Riot Platforms owns around 18,000 BTC.Like Marathon, Riot is a mining company. It produces Bitcoin through mining and keeps a big part of it. Its success depends on factors like electricity costs and competition in mining. Even with these challenges, Riot remains one of the top holders.Galaxy Digital HoldingsGalaxy Digital holds over 17,000 BTC.This company is different from mining firms. It works in many areas like trading, investing, and managing digital assets. Its Bitcoin holdings support its business operations and long-term plans in the crypto market.Tesla, Inc.Tesla still holds about 11,500 BTC, worth over $1 billion depending on market prices.It was one of the first major companies to buy Bitcoin publicly. Even though Tesla sold some of its Bitcoin earlier, it continues to keep a large amount. This shows that Bitcoin still has a place in its financial strategy.Coinbase Global, Inc.Coinbase holds around 14,000 to 15,000 BTC.As one of the largest crypto exchanges in the world, Coinbase manages huge amounts of Bitcoin for customers. Its own holdings are smaller compared to what it stores for users, but they are still significant among public companies.Also Read - Bitcoin Mining Crisis: More Security, Less Profit: What's Going On?Latest Trends and DevelopmentsBitcoin as a company reserve. More companies now treat Bitcoin like cash or gold. It is no longer seen as just a risky investment.Mining companies keep growing. Firms like Marathon and Riot continue to increase their holdings as they produce Bitcoin themselves.Companies outside the US, like Metaplanet, are becoming major players. This shows worldwide interest.With companies, funds, and even governments buying Bitcoin, less supply is available. This can push prices higher over time.Final Thoughts Bitcoin has become an important part of corporate finance. Strategy leads by a huge margin, while mining companies and global firms continue to build strong positions. Through the influence of these top public companies with the largest Bitcoin holdings and a limited supply, BTC’s role in business is expected to grow even further in the coming years.You May Also Like:Bitcoin Price Holds Near $70,000 as Market Awaits BreakoutBitcoin Price Holds Above $69,000 After Recent Market VolatilityBitcoin News Today: Metaplanet Reports $619M Loss as BTC Holdings SlideFAQs1. Which company holds the most Bitcoin in 2026?Strategy holds the largest amount, with more than 700,000 BTC.2. Why do companies buy Bitcoin?Companies use Bitcoin to protect value, grow wealth over time, and diversify their assets.3. How do mining companies get Bitcoin?They earn Bitcoin by solving complex computer problems, which creates new coins.4. Is Tesla still holding Bitcoin?Yes, Tesla still holds around 11,500 BTC as part of its reserves.5. Are companies outside the U.S. buying Bitcoin?Yes, firms like Metaplanet in Japan show that Bitcoin adoption is spreading worldwide.
Which Cryptocurrency Could Be the Next Big Winner in 2026?
OverviewBitcoin remains the most trusted and stable cryptocurrency, trading near $70,000 with strong institutional support.Ethereum continues to grow as the foundation of crypto applications, boosted by the rise of Crypto ETFs and staking rewards.Solana and similar fast networks offer high growth potential, driven by speed, low costs, and increasing adoption.The cryptocurrency market is changing in a big way. It is no longer only about hype or quick profits. Now, large companies, banks, and even governments are getting involved. This shift is making the market more stable and competitive. Market Situation in 2026Bitcoin is trading near $70,000 at press time. BTC price is moving through the influence of global tensions, inflation concerns, and economic decisions by central banks. When interest rates change, crypto prices also react.At the same time, more big investors are entering the market. New investment products like crypto ETFs are making it easier for traditional investors to buy digital assets. This has increased demand and added more stability compared to earlier years.Bitcoin: The Strong and Stable LeaderBitcoin is still the most powerful cryptocurrency. It is often called digital gold as its supply is limited. After the 2024 halving, fewer new bitcoins are being created, which helps support its price.Experts believe Bitcoin could reach around $165,000 in a strong market. Even if growth slows down at times, it remains the safest option in crypto. Many institutions prefer BTC as it is simple, well-known, and trusted.BTC price may not grow as fast as smaller coins, but it is likely to stay strong and reliable in the long run.Also Read - Why is Bitcoin Dropping While Oil Rockets Past $100 Amid Iran Tensions?Ethereum: The Backbone of Crypto UseEthereum plays a different role. It is not just a currency but a platform where apps are built. Many services like decentralized finance and digital assets run on Ethereum.A big development is the launch of Ethereum-based ETFs that also include staking rewards. This allows investors to earn extra income while holding Ethereum through traditional systems.Ethereum is also improving its technology to reduce fees and increase speed. However, it faces competition from newer blockchains that are faster and cheaper. Even so, its strong network and wide use keep it in a leading position.Solana: The Fast-Growing ChallengerSolana is gaining attention through its speed and low transaction costs. It can handle thousands of transactions every second, which makes it attractive for developers and users.Many new projects, especially in finance and consumer apps, are choosing Solana as it is efficient and easy to use. Updates like the Firedancer upgrade are expected to make it even faster and more stable.Investors often move money from Bitcoin into coins like Solana when they look for higher returns. This makes Solana riskier but also more exciting in terms of growth.XRP: Focus on PaymentsXRP is focused on solving real-world problems, especially in payments. It helps move money across countries quickly and at a low cost.In recent years, its legal situation has improved, which has increased confidence. Banks and financial companies are more open to using XRP for international transfers.Its growth may not be as fast as some other coins, but it has strong use in the financial system, which supports steady progress.Also Read - XRP Buying & Price Tracking in 2026: Safe Platforms ExplainedBigger Trends Shaping the FutureThe crypto market is being shaped by larger trends. One major change is the rise of institutional investment. Big companies are bringing large amounts of money into crypto, which increases trust and stability.Stablecoins are also playing a big role. More than $280 billion in stablecoins are now used in the financial system. They help people move money easily and support trading activity.Governments are also exploring crypto. Some are even thinking about holding Bitcoin, Ethereum, or Solana as part of national reserves. This shows that digital assets are becoming part of the global financial system.Final ThoughtsThere may not be just one single winner in the digital asset space. Different cryptocurrencies are strong in different areas. Bitcoin is leading as a store of value. Ethereum is building the foundation for financial systems. Solana is growing quickly with new technology. XRP is focusing on real-world payments.The real winners will be those that people and institutions actually use. Speed, trust, and real-world value will matter more than hype. The crypto market is maturing, and the next big success will come from projects that truly solve problems and fit into everyday life.You May Also Like:Top 5 AI Crypto Coins to Watch in February 2026Which are the Best Privacy Tokens in 2026? Top Crypto Picks in IndiaTop Crypto Picks in February 2026 With Strong Utility and Long-Term PotentialFAQs1. Which cryptocurrency is most stable in 2026?Bitcoin is considered the most stable due to its strong market position and growing institutional demand.2. Why is Ethereum important in the crypto market?Ethereum powers many apps like DeFi and NFTs, making it a key part of the Cryptocurrency Market.3. What are Crypto ETFs?Crypto ETFs are investment products that allow people to invest in cryptocurrencies like Bitcoin and Ethereum through traditional markets.4. Is Solana a good investment for the future?Solana has strong growth potential due to its fast speed and low transaction costs, but it also carries a higher risk.5. What drives cryptocurrency prices in 2026?Prices are influenced by institutional investment, government policies, the global economy, and real-world use cases.
Protect Your Data: Latest Cyber Threats You Should Know
Cyber threats are evolving rapidly in 2026, with hackers using sophisticated tools to target personal and business data online. Staying informed is key to protecting yourself.Phishing attacks remain the most common threat. Scammers use emails, messages, or fake websites to trick users into sharing passwords, credit card info and personal details.Ransomware is on the rise. Hackers lock victims’ data and demand payment, targeting companies, hospitals and even schools. Backup systems and strong passwords are essential defenses.AI-powered cyberattacks are becoming more frequent. Hackers use artificial intelligence to automate attacks, bypass security systems and create highly convincing fake content.Data breaches expose millions of users’ information every year. Weak passwords, outdated software and unsecured devices make individuals and businesses vulnerable.Social engineering attacks trick people into giving access or sensitive information. Awareness and training can prevent falling victim to these manipulative tactics.Multi-factor authentication (MFA) is a strong protection method. Using two or more verification steps reduces the risk of unauthorized access to accounts.Regular software updates and security patches are crucial. Cybercriminals exploit vulnerabilities in outdated applications to steal data or infect devices.Strong password management, secure networks and encrypted communication help safeguard sensitive information from modern cyber threats.Read More StoriesJoin our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
Amazon Weekend Deals on Apple Gadgets You Should Check Out
OverviewEarly Amazon discounts on Apple gadgets help buyers upgrade devices before peak Spring Sale traffic begins.Products like iPhone 15 and MacBook Air M3 remain popular for balanced performance and longevity.Shopping before the major sale rush ensures availability, calmer decisions, and moderate but meaningful price reductions.Apple deals rarely arrive quietly, and when they do, they rarely last. Ahead of Amazon’s Spring Sale 2026, early discounts on iPhones, AirPods, and MacBooks have already begun drawing attention from shoppers planning long-pending upgrades.For students, professionals, and everyday users alike, the timing feels strategic. Buying early often means avoiding peak-sale chaos while still securing meaningful price cuts. Here are seven Apple products worth tracking before the main sale rush begins.Top 7 Apple Gadgets: Amazon Spring SaleiPhone 15Apple iPhone 15 still finds its sweet spot in the Apple ecosystem. It offers great camera performance, smooth performance, and a design that is premium but not over-the-top.With the early sales discount bringing the device closer in terms of pricing to the older models, this might be the time for people who are still using older devices to upgrade.Buy Now!MacBook Air with M3 chipAmong the lightweight computers, the MacBook Air has been around for a while and has been tried and tested. With the M3 chip, the device is able to perform day-to-day tasks, stream videos, and run multiple applications at the same time with great battery life.The MacBook Air is a great option for students and professionals alike, especially for people who want a hassle-free device because the MacBook Air is a great long-term investment, not just a short-term one.Buy Now!Also Read: Ultimate Weekend Guide: Best Apple iPads and Deals for 2026AirPods Pro (2nd Generation)Noise-cancelling earbuds are an important part of our lives, and we use them during our morning commute, workouts, and business calls. AirPods Pro (2nd Generation) are the best in the business and offer excellent performance with other Apple devices. Though the device goes on sale with minor reductions in its price tag, the device is sold out in no time, especially for Apple fans.Buy Now!Apple Watch Series 9Smartwatches are fitness companions for people in recent times. Apple Watch Series 9 tracks fitness activities, sleep, and heart rate, and offers smartphone-like functionality for users. The device’s price reduction has been an opportunity for people to use smartwatches and later upgrade to other recent and costly versions of smartwatches.Buy Now!iPad (10th Generation)The iPad is an important device for families and students who are in need of a versatile device for streaming videos, reading books, and attending online classes. The average performance and reasonable price tag of the device during the sale events make the device relevant in the competitive market.Buy NowApple Magic KeyboardApple Magic Keyboard and other similar peripherals may not be as attention-grabbing as the latest flagship devices. However, they are quite significant in our day-to-day lives. The reduction in price has made it easier for users to choose such keyboards.Buy Now!AirPods (3rd Generation)Apple's AirPods 3rd Gen is an alternative for users who prefer open-fit audio delivery. It has spatial audio and a long battery life. The reduction in price during seasonal sales has made the device popular among the younger generation and users as a whole.Buy Now!Also Read: Apple AirPods Max 2 Arrive in India: Lossless Audio Meets Smart FeaturesWhy Early Deals MatterThe retail pattern suggests that gadgets with high demand tend not to drop significantly in price once the sales traffic peaks. The initial offers may not be significant, but they allow consumers to shop with more clarity and less pressure. As the Spring Sale approaches, these Apple products are expected to feature on the wishlists of many. For some consumers, the benefit of shopping early may simply be avoiding the noise, both online and in the cart.You May Also Like:Apple’s New LiTo AI Turns Photos into Hyperreal 3D Objects: Here’s How it WorksHow to Add and Customize Widgets in Apple CarPlayApple’s iOS 27 Likely to Keep Liquid Glass Interface Largely UnchangedFAQsQ1. Why should buyers consider Apple gadgets during Amazon’s early Spring Sale deals?Early deals help buyers avoid heavy traffic, stock shortages, and rushed decisions while still getting moderate discounts on popular Apple devices before peak sale demand begins.Q2. Which Apple gadget offers the best value for students during sale events?MacBook Air with M3 chip often stands out for students due to its lightweight design, strong battery life, smooth multitasking performance, and long-term reliability during discounts.Q3. Are early sale discounts on Apple products significantly lower than the main sale offers?Early discounts may be slightly lower than peak offers but provide better availability, easier checkout experiences, and reduced pressure compared to crowded main sale periods.Q4. How do AirPods and Apple Watch deals attract everyday users during seasonal sales?Wearables and audio devices see steady demand because users seek convenience, fitness tracking, seamless connectivity, and entertainment benefits, making even small price cuts appealing.Q5. What should shoppers check before purchasing Apple gadgets during online sale events?Buyers should compare prices, verify warranty coverage, check seller ratings, evaluate storage or variant options, and confirm exchange or bank offers for maximum overall savings.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
Centre Lifts Airfare Caps From March 23 After IndiGo Crisis, Warns Airlines on Pricing
The Government of India has lifted domestic airfare caps from March 23 following disruptions involving IndiGo. Authorities have also warned airlines against unreasonable price hikes to balance market freedom with consumer protection.The directive has been issued to the Directorate General of Civil Aviation (DGCA), which will monitor pricing patterns across the sector.Government Removes Airfare CapsThe government has decided to withdraw the temporary caps on domestic airfares, which signals a return to normalcy in flight operations. The Ministry of Civil Aviation said the decision follows stabilisation across the sector. The centre has also cautioned airlines against sharp fare spikes. Centre had stepped in on December 6, 2025, after widespread disruptions triggered by IndiGo’s pilot-rostering crisis. It led to a sharp hike in ticket prices across India.The caps were intended to prevent steep fare increases during a period of reduced capacity and provide affordable prices for passengers.The distance-based caps on domestic economy airfares ranged from Rs 7,500 (under 500 km) to Rs 18,000 (over 1,500 km). Government’s Warning to Airlines Operators "Airlines shall ensure that fares remain reasonable, transparent and commensurate with market conditions, and that passenger interests are not adversely impacted," the recent directive mentioned.It warned that any unjustified surge in airfares during peak travel periods or disruptions will be monitored seriously.The directive added that it “reserves the right to take appropriate regulatory or administrative measures,” including reintroducing fare controls, if required in the public interest.Also Read: IndiGo, SpiceJet Shares Slide as Crude Oil Spike and Airspace Disruptions Hit Aviation SectorClosing Note The decision comes days after the Federation of Indian Airlines (FIA) had warned the Ministry that prolonged fare caps were pushing airlines towards financial stress due to rising operational costs. FIA has also strongly opposed the MoCA directive mandating 60% free seat selection, citing it as regulatory overreach.The removal also comes at a time when airlines are facing significant operational disruptions in international routes due to the West Asia conflict. Rising geopolitical tensions and higher oil prices could push aviation fuel costs upward, leading airlines to increase ticket prices. For travellers, this may mean costlier bookings, reduced travel frequency, and a shift toward early planning or budget carriers as affordability becomes a growing concern.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
Pandas vs Polars vs DuckDB: What Data Scientists Should Use in 2026
OverviewEach tool serves different needs, from simplicity to speed and SQL-based analytics workflows.Performance differences matter most, with Polars and DuckDB outperforming Pandas on large datasets.Modern data science workflows combine Pandas, Polars, and DuckDB for flexibility and efficiency.For a long time, being a data scientist in Python meant knowing Pandas. The program served as the most powerful tool in the entire ecosystem. This situation has changed as our current work involves processing data that exceeds "Excel-sized" dimensions as we handle millions and sometimes billions of CSV rows on our computers.While Pandas remains a necessary tool, it often struggles under the weight of modern data volumes, leading to "Out of Memory" errors. This has paved the way for two more libraries: Polars and DuckDB. If you want to keep your workflows efficient, understanding when to switch tools is the most important skill you can learn this year.Three Tools, Three PhilosophiesTo choose the right tool, you first have to understand the purpose of each library:Pandas: Pandas has built its system around its fundamental principle of providing users with complete operational flexibility. The software functions as a complete guide to all available machine learning tools because it works seamlessly with nearly every visualization library. The system operates primarily through one processing thread while executing all tasks at once, which results in excessive memory consumption.Polars: This library is written in Rust and built from the ground up for the multi-core era. It is a "parallel-first" DataFrame tool. Polars optimizes your logic before you start coding.DuckDB: This library plays the role of an analytical database that lives inside your Python script. It is SQL-first and vectorized. The tool’s most powerful feature is "out-of-core" processing; it can analyze datasets much larger than your RAM by smartly swapping data to your disk.Where Each Tool Actually Excels (Performance & Speed)Performance is a requirement for modern libraries. In recent benchmarks, performing a GroupBy operation on 100 million rows shows a clear pattern:Pandas might take over 100 seconds (or simply crash).Polars and DuckDB often finish the same task in under 30 seconds.Polars uses all CPU cores by default. While Pandas is busy using one module, Polars is utilizing all eight. DuckDB, on the other hand, excels at "Data Loading." It can query a Parquet or CSV file directly without even fully "loading" it into your environment, making the startup time near-instant.Syntax and Workflow: Which One Feels Natural?Pandas uses the familiar df[df['col'] > 5] style. It’s expressive but can get messy with complex operations.Polars introduces "Expression Chaining." You build a pipeline of logic: .filter(), then .select(), then .group_by(). It’s incredibly readable and prevents the "spaghetti code" that often haunts large Pandas projects.DuckDB is a dream if you already know SQL. Instead of learning a new Python API, you can simply write SELECT * FROM 'data.csv' WHERE amount > 100.Also Read: Weekend Project Guide: 10 Pandas Ideas for Beginners in 2025Memory, Scalability, and Real-World ConstraintsPandas loads the whole file into memory. If your file is 10GB and you have 8GB of RAM, operations might fail.Polars uses projection pruning and saves massive amounts of memory.DuckDB automatically uses the hard drive as a temporary workspace if the data is too big for the user’s RAM. It is slower but infinitely better than a crash.The Smart Way: Using Them TogetherThe most experienced data scientists use a hybrid workflow:DuckDB to "crunch" and filter massive raw files sitting on a disk.Polars to perform high-speed, complex transformations on that filtered data.Pandas at the very end to format the small, final result for a Scikit-Learn model or a Seaborn plot.As all three tools now support Apache Arrow, you can move data between them with "zero-copy" cost, meaning no extra time or memory is wasted during the handoff.Also Read: 10 Best Open-Source NoSQL Databases for 2025What Library Should You Use in 2026?Pandas works best for users who are new to the field and need to work with datasets that do not exceed one gigabyte and require machine learning operations that need tight integration.Polars serves as the ideal solution for users who create production data pipelines and need to achieve maximum processing performance on their single computer systems.Users who want to use SQL and need to access large files from S3 or local storage and operate on computers with memory constraints should use DuckDB.You May Also LikeBest Pandas Courses to Boost Your Skills This WeekendMaster Data Cleaning: 10 Pandas One-Liners You Need To KnowBest Open-Source Projects That Will Lead in 2026Top 50 Python Libraries to Know in 2026FAQs1. Which tool is best for beginners in data science?Pandas feels the most natural if you are a beginner. It is simple, widely taught, and has plenty of tutorials to help build confidence quickly.2 .Why are developers switching from Pandas to Polars?Polars is gaining attention because it processes large datasets faster and uses system resources more efficiently, which makes everyday data tasks noticeably smoother.3. When should I use DuckDB instead of other tools?DuckDB is perfect when working with large files or running SQL queries directly without loading everything into memory, saving both time and effort.4. Can these tools be used together in one workflow?Yes, many developers combine Pandas, Polars, and DuckDB to balance ease, speed, and powerful querying in real projects.5. Is Pandas still relevant in 2026?Absolutely. Pandas remains useful for smaller datasets, quick analysis, and learning fundamentals, even as faster tools continue gaining popularity.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
Top Industrial Automation Companies to Watch in India in 2026
Overview:Automation adoption is expanding beyond large factories into mid-sized industries across India.Smart technologies like digital twins and IoT are improving efficiency and reducing downtime.Leading companies are investing in energy-efficient and data-driven industrial solutions.India’s industrial sector is undergoing a visible transformation as mid-sized manufacturers are adopting automation, robotics, and digital tools to remain competitive in a fast-paced market. Industry 4.0 principles are being integrated into daily operations to minimize delays, lower costs, and utilize data more effectively. This transition is becoming the standard across various fields like automotive, energy, pharmaceuticals, and logistics.Here are the top 10 companies that are leading in automation: Siemens IndiaHeadquarters: Mumbai, India (Local)Siemens India continues to lead in the field of industrial automation. Its PLC and SCADA systems are used extensively throughout multiple sectors. The company currently focuses on digital twins and smart factory solutions to identify problems early and decrease downtime. It also creates energy-efficient systems to help businesses manage rising operational expenses.ABB IndiaHeadquarters: Bengaluru, India (Local)ABB India maintains a strong presence in robotics and electrification. These solutions are essential in heavy industries where precision is a requirement. The company has increased its domestic investment in manufacturing and research lately. This move shows a growing trust in the Indian market. ABB remains highly active in power and metals, where automation ensures consistent output.Also Read: Best Industrial Automation Companies in IndiaSchneider Electric IndiaHeadquarters: Gurugram, India (Local)Schneider Electric India combines energy management with automation. The EcoStruxure platform allows industries to monitor and handle operations in real time. This integration reduces wasted energy while keeping industrial processes stable. The company also works on smart infrastructure and sustainable factory projects to match modern environmental priorities.Rockwell Automation IndiaHeadquarters: Noida, India (Local)Rockwell Automation India supports businesses moving toward digital systems. Its expertise lies in control systems and industrial software that enable connected operations. Many companies upgrading from older equipment rely on these digital solutions. The steady expansion of Rockwell in India suggests a rising demand for modern industrial infrastructure.Honeywell Automation IndiaHeadquarters: Pune, India (Local)Honeywell Automation India operates across oil, gas, pharmaceuticals, and infrastructure. Its work in process automation and the Industrial Internet of Things helps companies improve monitoring. Recently, the firm has shifted focus toward AI-based systems developed with Indian IT firms. These technologies make industrial operations more predictable and efficient.Mitsubishi Electric IndiaHeadquarters: Gurugram, India (Local)Mitsubishi Electric India is recognized for factory automation products like PLCs and CNC systems. It holds a strong position in the automotive and electronics sectors, where speed is vital. The company is expanding its footprint by introducing reliable technologies that fit easily into existing factory setups.Also Read: Self-Healing Systems: The Next Step in IoT for Industrial AutomationLarsen & Toubro (L&T)Headquarters: Mumbai, IndiaLarsen & Toubro provides a domestic advantage in the automation sector. Its various divisions offer control systems for both manufacturing and large infrastructure projects. Extensive experience with complex setups makes L&T a dependable name for Indian industrial development.Tata ElxsiHeadquarters: Bengaluru, IndiaTata Elxsi focuses on software, embedded systems, and AI-driven solutions. The company serves industries like automotive and healthcare, where digital integration is crucial. Its design-led approach helps it stay unique in a competitive market.Bosch Rexroth IndiaHeadquarters: Ahmedabad, India (Local)Bosch Rexroth India plays a key role in drive and control technologies. Its hydraulic and motion control systems are common in factory automation. Many businesses use these tools to improve efficiency gradually without requiring a total system overhaul.Emerson Automation Solutions IndiaHeadquarters: Pune, India (Local)Emerson Automation Solutions India serves process industries like chemicals and power. Its measurement tools help maintain stability where small errors lead to high costs. The company is also implementing predictive maintenance to fix technical issues before they cause major failures.ConclusionThe development of industrial automation in India is steady and moving forward. This is due to the support of the government and the increase in foreign investment in the country. Most organizations today consider automation a necessity for survival. These smart systems are changing the face of factories across the country quietly.FAQs:1. What is driving industrial automation growth in India in 2026?Growing competition, cost control needs, and Industry 4.0 adoption are pushing companies to upgrade systems steadily2. Which industries are using automation the most in India?Automation is widely used in automotive, energy, pharmaceuticals, and logistics sectors for efficiency3. How do digital twins help industrial operations in factories?Digital twins simulate systems to detect faults early and reduce downtime in real operations4. Why are mid-sized companies adopting automation in India nowAffordable technology and rising competition are pushing smaller firms to modernize production5. What role does IoT play in industrial automation systemsIoT enables real-time monitoring and data analysis, helping improve productivity and reduce errorsJoin our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
Why aren't Petrol Prices Rising in India Amid Global Crude Surge?
Global Oil Up, But Petrol Stable?: Even as crude oil prices rise globally, petrol prices in India remain steady, here’s what’s really happening behind the scenes.Fuel Price Management: The government often intervenes through policy measures to prevent sudden spikes in petrol prices for consumersTax Cuts Balance Prices: Changes in excise duty help offset rising crude oil costs and keep retail fuel prices stable.OMCs Absorb Costs: Companies like Indian Oil Corporation sometimes absorb price increases to avoid passing them directly to consumers.Rupee vs Dollar Factor: A stable or strengthening rupee can reduce the impact of rising global crude prices on domestic fuel costs.Using Oil Reserves: India may rely on its strategic petroleum reserves to manage supply and control price fluctuations.Political & Economic Balance: Fuel prices are often kept stable during sensitive economic or political periods to control inflation.Delayed Price Transmission: Changes in crude oil prices don’t always reflect immediately in petrol prices due to pricing cyclesImproved Supply Chains: Efficient refining and distribution systems help reduce additional cost pressures on fuel pricing.Read More Stories!Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp
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