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  • How Generative AI Is Fueling a Boom in Data Storage Infrastructure

    How Generative AI Is Fueling a Boom in Data Storage Infrastructure

    Generative AI is not only creating new possibilities for businesses but also generating an unprecedented demand for data storage infrastructure. As organizations deploy AI at scale, storage systems are becoming a critical component of technology planning, handling everything from training datasets to model outputs and archived information.

    Rising Data Volumes

    A study by Western Digital and IDC revealed that 94.7% of organizations reported increased data volumes due to AI adoption. More than 61% saw data growth of at least 25% over the past year, highlighting the immense pressure on storage systems.

    Massive Training Datasets

    Businesses must store vast amounts of text, images, video, code, and other data used to develop increasingly capable AI models. This creates sustained demand for high-capacity storage systems that can handle the scale of modern AI training.

    AI Inference Generates Continuous Data

    Every AI interaction produces prompts, outputs, logs, embeddings, and operational information, creating a continuous stream of data that organizations need to store, analyze, and secure. This adds another layer to storage requirements.

    Reviving Cold Data

    The Western Digital study found that 75.9% of respondents were reactivating cold-tier data for AI workloads. Previously dormant information is being turned into valuable training and analysis material, further increasing storage demands.

    The Need for Speed

    AI workloads require not just capacity but also fast access, high throughput, and low latency. This is especially critical when GPUs and other accelerators process enormous datasets, making storage performance a key factor.

    Cloud Spending on the Rise

    Gartner forecasts that India’s public-cloud spending will reach $17.5 billion in 2026, driven by demand for GPUs, networking, scalable storage, and continuous AI inference. Infrastructure growth is set to accelerate.

    Storage Costs Under Pressure

    With more data comes the need for careful economic planning. In the Western Digital study, 98.2% of respondents considered total cost of ownership per terabyte important when making storage decisions for expanding AI workloads.

    Smarter Infrastructure Required

    AI infrastructure demands a combination of fast storage, scalable capacity, efficient data movement, and intelligent data management. Businesses are rethinking storage architecture rather than simply adding more disks as data volumes grow.

  • Ethereum Wallet Growth: What It Really Reveals About Network Adoption and Price

    Ethereum Wallet Growth: What It Really Reveals About Network Adoption and Price

    Ethereum wallet growth is frequently cited as evidence that blockchain adoption is accelerating. More addresses holding ETH or interacting with the network can indicate expanding participation, but wallet statistics are easy to misinterpret. An Ethereum address does not necessarily represent one person, and one person can control hundreds or thousands of addresses. Understanding that distinction is essential when interpreting on-chain adoption.

    Wallet Addresses Measure Accounts, Not People

    Ethereum is pseudonymous. Blockchain data records addresses and transactions rather than verified individual identities. Consequently, counting addresses cannot produce an accurate count of Ethereum users. A trader might operate separate wallets for long-term holdings, decentralized finance, NFTs, and testing. Institutions and exchanges can control numerous addresses, while a single exchange address can represent assets belonging to thousands of customers. Automated bots can create additional addresses without representing additional human users.

    Active Addresses Provide Different Information

    Analysts therefore frequently examine active addresses rather than total addresses. An active-address metric generally counts addresses that send or receive transactions during a defined period. Growth can indicate increasing blockchain activity, but it still measures participating addresses rather than unique people. Activity can also change based on market conditions. During periods of intense trading, token launches, or airdrop campaigns, existing users may create more wallets or interact more frequently. Address growth can therefore increase even without equivalent growth in the number of people using Ethereum.

    Layer 2 Networks Complicate Ethereum Metrics

    Ethereum’s scaling strategy creates another measurement challenge. Increasing amounts of user activity occur on Layer 2 networks rather than directly on Ethereum Mainnet. Rollups execute transactions outside Layer 1 before settling data or proofs back to Ethereum. A Mainnet-only wallet metric can miss activity occurring across Ethereum’s broader scaling ecosystem. Wallet applications themselves increasingly support multiple Layer 2 networks. Ethereum.org’s wallet directory evaluates products partly on Ethereum-native and Layer 2 support, illustrating how wallets are evolving into multi-network interfaces.

    Wallet Growth Does Not Equal Investment Demand

    More wallets also do not automatically mean ETH demand or price must rise. An address can hold negligible ETH, interact primarily with stablecoins, or exist only temporarily. Conversely, institutional custodians may hold substantial ETH through relatively few addresses. Useful adoption analysis therefore combines wallet statistics with transaction activity, fees, stablecoin transfers, decentralized application usage, Layer 2 activity, and capital flows. No individual metric captures the entire network.

    Final Thoughts

    Ethereum wallet growth measures changes in blockchain addresses, not a verified population of investors or users. It can reveal important activity trends, particularly when combined with active-address and transaction data, but interpreting it as direct evidence of user growth or future ETH price performance can produce misleading conclusions.

    Also Read: How Ethereum Scales Without Sacrificing Decentralization

    FAQs

    1. What does Ethereum wallet growth measure?
      Ethereum wallet growth tracks changes in blockchain addresses holding assets or interacting with the network. It can indicate expanding activity but does not directly measure the number of individual Ethereum users.
    2. Does one Ethereum address represent one user?
      No. One person can control multiple Ethereum addresses, while exchanges and custodians can use individual addresses to hold assets belonging to thousands of customers.
    3. What are active Ethereum addresses?
      Active addresses generally refer to addresses that send or receive transactions during a specified period. They provide insight into network activity but still cannot identify the number of unique human users.
    4. Why do Layer 2 networks complicate Ethereum wallet statistics?
      Much of Ethereum’s activity occurs on Layer 2 networks before settling back to Ethereum. Looking only at Mainnet addresses may miss activity taking place across the broader Ethereum ecosystem.
    5. Does increasing Ethereum wallet growth mean ETH prices will rise?
      Not necessarily. Wallet growth does not directly measure investment demand, as addresses can hold small balances or mainly use stablecoins and applications. ETH prices are influenced by many additional market factors.

    Disclaimer: Analytics Insight does not provide financial advice or guidance on cryptocurrencies and stocks. Also note that the cryptocurrencies mentioned/listed on the website could potentially be risky, i.e., designed to induce you to invest financial resources that may be lost forever and not be recoverable once investments are made. This article is provided for informational purposes and does not constitute investment advice. You are responsible for conducting your own research (DYOR) before making any investments. Read more about the financial risks involved here.

  • NYT Mini Crossword Answers for September 23, 2026: Complete Solutions Guide

    NYT Mini Crossword Answers for September 23, 2026: Complete Solutions Guide

    The New York Times Mini Crossword for Wednesday, September 23, 2026 offers a compact 5×5 grid packed with pop culture, fashion, geography, and everyday phrases. With just ten clues, this quick puzzle can be solved in minutes, but a few tricky references—like a television judge, a Shakespearean city, and a Himalayan animal—might slow you down. Below, we provide all the across and down answers along with brief explanations to help you finish or verify your solve.

    Mini Across Clues and Answers

    • 1A: “Sorry about that!” – OOPS. A casual apology for minor mistakes.
    • 5A: Not-so-tacky clothing material that rhymes with “tacky” – KHAKI. A common fabric for trousers and jackets, clued with a playful rhyme.
    • 7A: Paula who judged on “American Idol” – ABDUL. Paula Abdul was a long-time judge on the show.
    • 8A: “___ never believe this…” – YOU’LL. Completes the phrase for a direct prediction.
    • 9A: Long-haired Himalayan animals – YAKS. Plural form fits the clue.

    Mini Down Clues and Answers

    • 1D: Just fine – OKAY. A casual word for acceptable.
    • 2D: “Well, this oughta be good!” – OH BOY. Expresses sarcasm or anticipation.
    • 3D: Italian city where “The Taming of the Shrew” is set – PADUA. Shakespeare’s comedy is set in this historic city.
    • 4D: Walk around stealthily – SKULK. Means moving quietly to avoid notice.
    • 6D: Society’s woes – ILLS. Refers to widespread problems.

    Today’s puzzle mixes familiar words (OOPS, OKAY) with more specific references (ABDUL, PADUA, SKULK). The variety keeps the Mini fresh despite its small size. A new puzzle arrives each day—check back tomorrow for the next set of clues.

  • NYT Connections Puzzle #1200: Hints and Full Answers for September 23, 2026

    NYT Connections Puzzle #1200: Hints and Full Answers for September 23, 2026

    The New York Times Connections puzzle for September 23, 2026 (Puzzle #1200) is here, offering a fresh set of 16 words to group into four hidden categories. Whether you’re a daily solver or a newcomer, this guide provides color-coded hints and the complete answers to help you master today’s grid.

    How NYT Connections Works

    Connections is a daily word game where you must identify four groups of four words that share a common theme. Categories range from synonyms and pop culture to everyday objects. Each group has a difficulty level: yellow (easiest), green and blue (moderate), and purple (hardest). You are allowed up to four mistakes, so choose wisely.

    Hints for September 23, 2026

    Here are hints for each group, arranged by difficulty (no spoilers yet):

    • Yellow Group (Easiest): Look for items you always remember to take when leaving home.
    • Green Group (Medium): Think about common obstacles you face when visiting websites.
    • Blue Group (Moderate): These are products that often come packaged in metal cylinders.
    • Purple Group (Hardest): Each word in this group ends with a synonym for the word “term.”

    One Word Per Group

    Need a nudge? Here’s one word from each category:

    • Yellow: KEYS
    • Green: CAPTCHA
    • Blue: SHAVING CREAM
    • Purple: SURINAME

    Answers for September 23, 2026

    Ready for the full solutions? Here are the exact categories and words:

    • Yellow (Things You Grab Before Leaving the House): KEYS, PHONE, SUNGLASSES, WALLET
    • Blue (Website Hurdles): AGE VERIFICATION, CAPTCHA, COOKIE CONSENT, PAYWALL
    • Green (Things That Come in Cans): CONDENSED MILK, PAINT, SHAVING CREAM, SPAM
    • Purple (Ending in Synonyms for “Term”): BITCOIN, RECORD, LABEL, SURINAME

    Final Thoughts

    Today’s puzzle showcases the clever wordplay that makes NYT Connections so enjoyable. From everyday essentials to website hurdles and canned goods, the variety keeps players engaged. Even common words reveal deeper connections, rewarding careful thinking. Happy puzzling!

  • Building Trust in Agentic BI: Key Challenges and Solutions for Enterprises

    Building Trust in Agentic BI: Key Challenges and Solutions for Enterprises

    Agentic Business Intelligence (BI) moves beyond traditional dashboards by enabling AI agents to analyze data, answer natural-language questions, and even trigger automated actions. However, this greater autonomy introduces a critical question: how can businesses trust the decisions made by these intelligent agents?

    Accuracy Comes First

    Incorrect data, flawed calculations, or misunderstood business queries can quickly erode confidence. Before AI insights influence important decisions, organizations must establish reliable data foundations and rigorous validation processes.

    Data Quality Matters

    Businesses need clean, governed, and well-defined datasets so that agents can interpret metrics correctly. Clear data ownership, lineage tracking, and ongoing quality checks reduce the risk of unreliable business intelligence.

    Explainability Builds Confidence

    Decision-makers require more than just an AI-generated conclusion. They need to understand which data was used, what assumptions were made, and how the result was produced. Transparent reasoning fosters trust and enables informed judgment.

    Permissions Must Be Controlled

    Organizations should implement role-based permissions, least-privilege access, and approval controls. This ensures that agents only perform authorized tasks within clearly defined boundaries.

    Human Oversight Still Matters

    Human accountability remains essential when agents operate in critical business processes—especially when recommendations have financial, operational, or customer consequences.

    Continuous Monitoring Is Essential

    Ongoing monitoring, testing, and incident tracking help organizations detect unexpected behavior before it escalates into a larger business problem.

    Security Is a Major Barrier

    McKinsey’s 2026 AI Trust Maturity Survey identified security and risk concerns as the top barrier to scaling agentic AI. Addressing these concerns is paramount for adoption.

    Build Governance Into BI

    Governance should be designed into the system from the beginning, rather than added after autonomous agents are already deployed. Proactive governance ensures that trust is built into every layer of the solution.

  • Top Advertising Platforms for 2026: A Marketer’s Guide

    Top Advertising Platforms for 2026: A Marketer’s Guide

    As digital advertising evolves, choosing the right platforms is critical to reaching your audience effectively and maximizing return on investment. From search engines and social networks to e-commerce marketplaces, each advertising channel offers unique strengths depending on your goals, budget, and target market. Here are the most effective ad platforms to consider for your 2026 campaigns.

    Google Ads

    Google Ads remains a major choice for capturing users who actively search for products, services, and answers. It is ideal for intent-driven campaigns because advertisers can appear in front of people at the exact moment they are looking for something relevant.

    Meta Ads (Facebook & Instagram)

    Meta Ads across Facebook and Instagram offer detailed audience targeting, making them useful for e-commerce, lead generation, and brand campaigns. The combination of advanced segmentation and massive user data is a powerful tool for reaching both cold and warm audiences.

    TikTok Ads

    TikTok Ads focus on short-form video and discovery, making the platform useful for Gen Z, Millennials, and video-led campaigns. Its creative tools and viral potential are unmatched for building brand awareness with younger demographics.

    Amazon Ads

    Amazon Ads reach shoppers close to the point of purchase, making them useful for brands selling products on the marketplace. This is especially important for e-commerce businesses that need to grow sales directly within Amazon’s product ecosystem.

    LinkedIn Ads

    LinkedIn Ads are built for B2B marketing, with targeting options based on job roles, companies, industries, and seniority. If you are selling professional services or enterprise solutions, LinkedIn delivers a unique level of precision.

    Microsoft Advertising

    Microsoft Advertising reaches users across Bing and partner networks and can offer lower-cost search campaigns in some markets. It is a smart complement to Google Ads for many brands looking to reduce competition and expand reach.

    YouTube Ads

    YouTube Ads support video campaigns across a massive audience and work well for brand awareness, product promotion, and consideration. With billions of active viewers, YouTube remains a core channel for video storytelling.

    Pinterest

    Pinterest offers niche opportunities for visual discovery, especially for lifestyle, home, fashion, and DIY brands. Users often come with a planning mindset, making it a great fit for campaigns that aim to inspire action.

    Reddit

    Reddit provides access to highly engaged communities and is strong for community campaigns, market research, and authentic conversations. Ads feel native when they are aligned with the interests of the subreddits that matter to your brand.

    Snapchat

    Snapchat targets youth audiences with vertical video and augmented reality features. It’s an effective channel when your brand is trying to connect with teenagers and young adults through playful, interactive content.

    X (formerly Twitter)

    X is well-suited for real-time conversations, news-driven content, and community engagement. Ads on X can help brands stay relevant during live events and join trending discussions quickly.

    How to Choose the Right Ad Platform

    Choosing an ad platform depends on your target audience, campaign goal, budget, and sales funnel. Privacy regulations, ad costs, and regional access also play an important role in determining where your investments will perform best. Test a few channels, measure performance, and allocate budget based on what actually drives results.

  • Gold Remains Elevated: MCX Trades at ₹1,51,360, Brent Crude at $102.13

    Gold Remains Elevated: MCX Trades at ₹1,51,360, Brent Crude at $102.13

    Gold prices remained at elevated levels on September 24, 2026. In India, 24-karat gold was quoted at ₹15,421 per gram, while 22K and 18K rates stood at ₹14,136 and ₹11,566, respectively. US gold rates also stayed high, with spot prices above $4,000 per ounce.

    Gold prices held firm on Thursday, September 24, although rates edged slightly lower after a recent rally. Investors are closely monitoring global inflation signals, interest-rate expectations, and developments in energy markets. In India, the latest retail rates show only a marginal increase from the previous session for major gold purities, while international prices remain above the $4,000-per-ounce mark. Rates can vary between jewelers and locations; the figures quoted below are indicative.

    Gold Rate in Indian Market Today

    24-carat gold is priced at ₹15,421 per gram in India on September 24. The rate for 22-carat gold stands at ₹14,136 per gram, while 18-carat gold is available at ₹11,566 per gram. On a 10-gram basis, the corresponding prices are ₹1,54,210 for 24K, ₹1,41,360 for 22K, and ₹1,15,660 for 18K gold. The latest rates represent a marginal increase of ₹1 per gram across the three purities compared with the previous day’s quoted rates.

    MCX gold futures traded lower in early activity. The October contract was around ₹1,51,360 per 10 grams, down 0.89% from the previous close at the time of the latest available update. Retail prices do not include GST, TCS, making charges, and other applicable levies, meaning the final amount paid by consumers can be higher.

    Gold Rate in the USA Today

    In the US, 24K gold is priced at $141.50 per gram, 22K gold at $136.50 per gram, and 18K gold at $111.70 per gram. All three rates were lower than the previous day’s levels. Meanwhile, the international spot market hovered around $4,285–$4,290 per troy ounce in early trading on September 24. The previous day’s close was around $4,283, according to live market data.

    Also Read: Uday Kotak Warns India’s Gold Import Bill May Hit $90 Billion in FY27, Seeks Panel

    Key Takeaways for Gold Buyers

    Gold continues to trade at historically high levels despite short-term fluctuations. In India, 24K gold remains above ₹15,000 per gram, while international spot gold is holding above $4,000 an ounce. For buyers, the quoted retail rates should be treated as a reference rather than the final purchase price. Jewelry bills will also reflect purity, making charges, GST, and other applicable costs. Global movements in the dollar, interest-rate expectations, inflation, and geopolitical developments will remain important factors for gold prices in the coming sessions.

  • Laptop Fan Running Loud? Top Causes and Easy Fixes

    Laptop Fan Running Loud? Top Causes and Easy Fixes

    Is your laptop fan suddenly roaring like a jet engine? A noisy fan isn’t just annoying—it’s often a warning sign that your system is working harder than it should. Understanding what’s causing the extra noise can help you fix the problem and keep your laptop cool, quiet, and running smoothly.

    Common Causes of a Loud Laptop Fan

    • Dust Buildup: Dust accumulates inside the vents and on cooling components, blocking airflow and forcing the fan to spin faster to compensate.
    • High CPU Usage: Demanding apps, background processes, or too many open programs increase the processor workload, which generates more heat and triggers louder fan activity.
    • Overheating: When internal temperatures climb too high, the laptop speeds up the fan to protect critical components and maintain performance.
    • Blocked Air Vents: Using your laptop on beds, cushions, or soft surfaces can cover the vents, trap heat, and make the fan work much harder.
    • Too Many Background Apps: Unnecessary applications running at the same time consume system resources, raising processor activity and causing the cooling fan to spin faster.
    • Outdated or Incompatible Drivers: Old drivers can create inefficient hardware performance, increasing resource use and contributing to unnecessary fan activity.
    • Malware or Unwanted Software: Malicious programs can quietly eat up processor resources, generating extra heat and making the fan run continuously at high speeds.
    • Poor Thermal Paste: Deteriorated thermal paste reduces heat transfer between the processor and cooling system, leading to higher temperatures and louder fan operation.

    How to Fix and Prevent a Noisy Laptop Fan

    • Clean the vents regularly: Use compressed air to gently remove dust from the air intake and exhaust areas.
    • Elevate your laptop: Place it on a hard, flat surface or a laptop stand to improve airflow underneath.
    • Close unnecessary programs: Shut down apps you aren’t using to reduce CPU load and heat generation.
    • Use a cooling pad: A cooling pad can help bring temperatures down during heavy workloads or gaming sessions.
    • Run a malware scan: Regularly check for malicious software that may be using resources in the background.
    • Update your drivers: Keep chipset, graphics, and BIOS drivers current to ensure efficient hardware performance.

    If the fan remains excessively loud after trying these steps, it may be worth having a professional inspect the internal cooling system and replace the thermal paste if needed.

  • Top Smartphone Deals You Can’t Miss: Nothing, Motorola, Realme, and More (2025)

    Top Smartphone Deals You Can’t Miss: Nothing, Motorola, Realme, and More (2025)

    Looking for the best smartphone deals right now? We’ve rounded up the most compelling offers on the latest devices, from the innovative Nothing Phone 3a Pro to the budget-friendly Realme Narzo 70 Turbo. Whether you’re after a flagship experience or solid mid-range performance, these deals deliver exceptional value.

    Nothing Phone 3a Pro

    The successor to the Phone 2a Plus features a 6.77-inch AMOLED display with a peak brightness of 3,000 nits. Its triple-camera system includes a 50MP primary sensor and a 50MP periscope lens. Powered by the Snapdragon 7s Gen 3 processor and up to 12GB of RAM, it handles multitasking with ease. The 5,000mAh battery supports 50W fast charging. Pre-orders start March 11, 2025.

    Motorola Edge 50 Neo

    This model sports a 6.55-inch pOLED display with a 144Hz refresh rate for ultra-smooth visuals. Under the hood, the Snapdragon 695 chipset ensures efficient performance. The dual-camera setup comprises a 50MP primary sensor and a 13MP ultra-wide lens. A 5,000mAh battery with 68W fast charging keeps you powered. Priced under ₹20,000, it’s a compelling choice for budget-conscious buyers.

    Realme Narzo 70 Turbo

    Equipped with the MediaTek Dimensity 7300 Energy chipset, this phone delivers efficient performance. Its 6.67-inch FHD+ display offers a 120Hz refresh rate. The 50MP AI-enhanced main camera captures detailed photos, while the 5,000mAh battery with 45W fast charging provides extended usage. With up to 12GB RAM and 256GB storage, it’s built for multitasking. Also priced under ₹20,000, it offers excellent value.

    Vivo T4x

    The Vivo T4x features a 6.72-inch FHD+ LCD display with a 120Hz refresh rate. Powered by the MediaTek Dimensity 7300 processor and up to 8GB RAM, it ensures smooth daily operation. The 50MP dual-camera setup captures sharp images, and the massive 6,500mAh battery with 44W FlashCharge offers exceptional battery life. It runs on Android 15 with Funtouch 15.

    Infinix GT 20 Pro 5G

    Tailored for gamers, the Infinix GT 20 Pro 5G packs the Dimensity 8200 Ultimate chipset, up to 12GB RAM, and 256GB storage. Its 6.78-inch FHD+ AMOLED display supports a 144Hz refresh rate. The flat design improves grip during intense gaming sessions. Slightly above ₹20,000, it provides robust performance for gaming enthusiasts.

    Tecno Pova 6 Pro

    This device stands out with its futuristic cyber-mecha design and mini-LED lighting. The Dimensity 6080 chipset ensures smooth performance. The 108MP primary camera captures high-quality photos. A 6,000mAh battery with 70W fast charging keeps you going. Priced under ₹20,000, it offers a unique blend of style and functionality.

    Poco X7 Pro

    The Poco X7 Pro features a 6.67-inch AMOLED display with a 120Hz refresh rate. Powered by the Snapdragon 7 Gen 2 processor, it delivers smooth performance. The 64MP triple-camera system captures sharp images. A massive 6,550mAh battery with 90W fast charging ensures you stay connected longer. Priced under ₹35,000, it brings flagship features to the mid-range segment.

  • Canadian TSX Surges Over 200 Points as Tech and Mining Stocks Rally

    Canadian TSX Surges Over 200 Points as Tech and Mining Stocks Rally

    Canada’s main stock index, the S&P/TSX Composite, climbed more than 200 points on Monday, driven by gains in technology and base metals stocks. The index rose 202.75 points, or 0.57%, to close at 36,009.40, recovering from Friday’s close of 35,804.86.

    Technology and Mining Lead the Advance

    The information technology sector led the rally with a 3.0% gain, while base metals advanced 1.6% and financial stocks added 1.4%. However, energy and telecommunications shares declined, with energy falling 2.5% and telecoms down 1%, as oil prices slipped.

    US Markets Also Move Higher

    In New York, the Dow Jones Industrial Average rose 366.19 points (0.7%) to 52,048.83, the S&P 500 gained 114.20 points (1.5%) to 7,764.70, and the NASDAQ Composite climbed 599.55 points (2.3%) to 27,122.09. Lower oil prices and falling Treasury yields supported US equities, with semiconductor stocks boosting the NASDAQ.

    Oil Prices and Currency Movements

    The November crude oil contract fell $3.71 to $92.37 per barrel, pressured by potential diplomatic progress between the US and Iran and signs of recovering Saudi oil shipments. The Canadian dollar weakened slightly to 71.32 US cents from 71.42 US cents on Friday. Gold also declined, with the December contract dropping $41 to $4,383.90 an ounce.

    Investors are also monitoring comments from Bank of Canada Governor Tiff Macklem and ongoing US-Canada trade tensions for clues on the economic outlook and interest rate path.