Bitcoin now faces a fresh stress test as US-Iran tensions rise. On February 19, President Donald Trump set a 10 to 15-day window for Iran to reach a nuclear deal. He warned of “really bad things” if talks fail. Bitcoin trades near $67,469, which leaves it far below the October 2025 peak near $126,198. Traders now focus on whether war risk breaks key BTC support levels.Markets often reprice risk quickly during conflict headlines. Crypto usually reacts through leverage unwinds and fast liquidation cascades. That dynamic can pressure Bitcoin before buyers rebuild positions. The next ten days set the near-term path for BTC volatility.Trump's Iran Deadline and US Military Posture in the RegionTrump delivered the ultimatum during a Washington meeting and linked it to Iran’s nuclear program. He said the United States would learn Iran’s decision within about 10 days. Iran told the United Nations it would not start a war. The nation also warned it would retaliate if attacked and treat US assets as targets. Those statements keep markets anchored to escalation risk.Military movements add pressure to investor sentiment. Recent reporting described a second carrier moving to join the current strike group near the Arabian Sea. The same coverage cited large air deployments that increased operational readiness. This backdrop often pushes investors toward cash and traditional havens.Bitcoin Support Zones and Liquidation Risk for BTC priceBTC fell to an intraday low near $65,600 on February 19 before recovering toward the high $66,000s. The pullback left the Bitcoin price about 15% below its February high. It also kept the drawdown above 46% from the October 2025 record. Traders now watch $66,000 to $65,000 for daily closes because breaks can trigger forced selling.Technical analysts also flagged stacked bearish signals on the daily chart. They pointed to a double-top structure and a bearish pennant that often follows a sharp decline. BTC also sits below key moving averages, while a 20-day and 50-day crossover reinforces the downtrend. The Chaikin Money Flow reading near -0.06 suggests ongoing outflows. A decisive break can pull BTC toward $60,000, with $50,000 in view after a deeper unwind.Also Read: Bitcoin Crash Today: What is Happening to the Price?Bitcoin Sentiment, ETF Outflows, and the $60,000 to $70,000 ScenariosRetail anxiety has risen alongside the geopolitical headlines. Global searches for “Bitcoin going to zero” reached a peak reading of 100 on the interest scale. The Crypto Fear and Greed Index also stayed under 10 for several days, which signals extreme fear. Derivatives sentiment weakened as well, with a widely watched long-short gauge slipping below 1.0.Institutional flow data adds another constraint on any rebound. Spot Bitcoin ETFs recorded about $4 billion in net outflows over the past five weeks. If conflict escalates, that selling pressure could combine with liquidations and push BTC toward $60,000. Traders often treat the 200-week trend area in the upper $50,000s to low $60,000s as a long-term reference zone. If diplomacy produces a deal within the deadline, BTC could reclaim $70,000 as risk appetite returns.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp

US financial markets traded in a narrow range after fresh data showed slower economic growth alongside firmer inflation. Investors kept focus on the Federal Reserve policy path, with rate markets still signaling expectations for easing later in 2026.The S&P 500 traded near flat on the day, even as most constituents declined. The NASDAQ 100 rose about 0.3%, supported by pockets of tech strength. The Dow Jones Industrial Average fell about 0.3%, reflecting broader pressure in cyclicals and select blue chips. US GDP Growth Slows as Core PCE Inflation Stays ElevatedThe US economy grew at a rate of 1.4% in Q4 2025, down from 4.4% in Q3, as per the US Bureau of Economic Analysis. Consumer spending and investment were strong, but government spending and exports were weaker.The US economy grew by 2.2% in 2025. This is a cooler pace than in previous years. Analysts said that the shutdown of the government contributed to the slowdown in the fourth quarter.Inflation data complicated the picture. The core PCE price index, the Fed’s preferred underlying inflation gauge, rose 0.4% in December and 3.0% from a year earlier, reflecting persistent price pressures as 2025 ended. The headline PCE measure rose 0.4% on the month and 2.9% year over year.Stocks, Treasuries, and the Dollar Hold Steady as Fed Timing Stays in ViewMarkets showed limited directional conviction after the releases. Early trading kept major US equity benchmarks close to flat, with declines across many index constituents offset by gains in select sectors. Government bond yields also moved modestly as investors weighed slower growth against hotter inflation.Interest rate expectations were in the spotlight. The minutes of the Fed’s late January meeting, published on Wednesday, February 18, 2026, revealed that the Fed members adopted a cautious approach regarding cuts in interest rates, with some members discussing conditions that could necessitate a tighter monetary policy if inflation remains strong.The US dollar traded in an irregular and tight range but was on track for a strong week as market participants adjusted to the Fed’s message. Investors also followed global positioning trends, with strategists observing that positioning in early 2026 has been supportive of non-US equities, suggesting a shift in focus to international markets.Geopolitics, Oil Prices, and Options Positioning Add to Market RiskGeopolitical headlines also influenced sentiment. US-Iran tensions rose after President Donald Trump set a short deadline for progress on nuclear talks, a development that kept crude prices near multi-month highs. Energy traders focused on supply risks tied to the Strait of Hormuz, a key global oil transit route.Positioning dynamics added another variable. A large wave of listed-options contracts was set to expire on Friday, with estimates placing the notional value near $3 trillion. Traders often watch such expirations because hedging flows can amplify intraday moves in index futures and heavily traded stocks.Separately, investors tracked notable cross-asset price action. Cryptocurrency markets held firm, with Bitcoin trading around the $65,000 price range in morning pricing referenced in market wraps, alongside smaller moves in ether.Corporate Highlights Akamai Technologies issued a weaker-than-expected adjusted earnings outlook for Q1 and the full year.Newmont guided to lower gold production this year, citing planned upgrades and weaker output at some ventures.Barrick Gold faced a dispute after Newmont issued a notice of default tied to a Nevada joint venture.BHP signed a nonbinding letter of intent with Faraday Copper to explore restarting a historic Arizona copper mine.Starbucks expanded its India strategy with new stores and menu items as it works to improve performance.Anglo American reported another write-down related to De Beers as the diamond industry faces a deep downturn.Danone estimated a €35 million to €70 million first-quarter hit tied to an infant formula recall.Enel is preparing a strategy update that is expected to focus on Europe and the US, according to sources.Opendoor Technologies rose sharply premarket after reporting quarterly revenue above consensus estimates.Grail fell heavily after saying its Galleri multi-cancer test missed a primary endpoint in a study. The US Supreme Court ruled 6–3 against the administration’s sweeping global tariffs on February 20, 2026. The court said the emergency powers law used, the International Emergency Economic Powers Act, does not authorize broad tariff hikes. The decision shifts tariff authority back toward Congress and complicates the White House’s trade strategy. It also raises questions about refunds on duties already collected and about whether officials will reissue tariffs under other statutes. Also Read: US Stock Market Today: S&P 500 Gains as Chipmakers Rally and Treasury Yields Climb Ahead of Fed Minutes

Top 10 Budget Phones Under Rs. 20,000 in 2026: Get powerful performance, great cameras, and long battery life, all without breaking the bank!Redmi Note 12 Pro: Great gaming performance, sharp camera, and long battery life make this a top pick under 20k.Realme Narzo 70 Pro 5G: Fast 5G connectivity, AMOLED display, and solid performance for everyday multitasking.Samsung Galaxy M34: Massive battery backup and Samsung’s reliable software experience, perfect for long days.iQOO Z7 Pro: Snappy performance, smooth UI, and strong gaming chops under Rs. 20,000.Poco X6 Pro: Large AMOLED screen and powerful hardware make it a steal at this price.Vivo T2 5G: Great design, balanced performance, and impressive camera output for everyday use.Motorola Moto G54: Stock-like UI and reliable battery life make this a great daily driver.Oppo A78: Good cameras, solid performance, and reliable battery make it a balanced all-rounder.Read More StoriesJoin our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp

Overview:LLM evaluation requires both quantitative metrics and human judgment to ensure reliability.R offers powerful tools for calculating accuracy, recall, perplexity, and visualizing model performance.Continuous monitoring and bias checks are essential for building responsible and high-performing AI systems.The rise of large language models (LLMs) in modern applications like chatbots and virtual assistants has brought them to the forefront of AI. While these models generate high-quality output, evaluating LLM performance is ambiguous.Statistical rigor and contextual understanding are required to evaluate LLM performance. R is a suitable language for statistical analysis, calculations, and the creation and monitoring of performance metrics for LLMs.Understanding the Key Vitals of LLM PerformanceLLM evaluation involves multiple quantitative and qualitative metrics, often referred to as key vitals.Accuracy and Precision are useful when LLMs are applied to classification tasks, such as sentiment analysis or topic labeling. Accuracy measures overall correctness, while precision analyzes how many predicted positives are actually correct.Recall and F1-Score provide deeper insight. Recall measures how well the model identifies all relevant instances, and the F1-score balances precision and recall into a single value.For generative models, Perplexity is a widely used metric. It measures how well a model predicts a sequence of words. Lower perplexity usually indicates better language modeling performance.Operational vitals also matter. Latency and response time determine how quickly the model delivers outputs, which is crucial for real-time applications. Token efficiency evaluates how effectively a model uses tokens, especially in cost-sensitive API environments.Finally, bias and fairness checks are essential. An LLM might score high statistically but still produce biased or inappropriate responses. Responsible AI demands more than just strong numbers.Also Read: How LLMs are Changing the Way Developers Refactor CodeUsing R to Measure LLM PerformanceR provides a rich ecosystem for analyzing models. Users can compute different classification metrics with the caret and yardstick packages. Tidyverse allows users to manipulate and visualize data. If you are using an LLM API built in Python, you can use the reticulate package to integrate your R with it directly.In evaluating models, the first step is preparing your dataset. This includes cleaning the text, tokenizing it, and aligning your model’s predictions with the true labels. After the dataset is structured, users can calculate performance metrics using the evaluation package's built-in functions.In addition to the evaluation process, R is excellent in visualizing the results of model evaluations. You can create confusion matrices, ROC curves, and precision-recall plots to help you gain further insights into the model’s performance.Quantitative vs Qualitative EvaluationNumerical data provide insight into the performance of LLMs that humans should analyze. Qualitative evaluation focuses on the output to assess how coherent and relevant the content is, what tone it should take, and whether it is contextually correct.Prompt testing is just as crucial as quantitative testing. A very small change in phrasing can completely change the outcome. By testing the model with many different types of prompts, you can assess its consistency and robustness.Error analysis should not be overlooked. Instead of focusing only on high-level metrics, users should examine where the model fails. This analysis helps in further improvement.Best Practices for Reliable EvaluationFor an effective outcome, adopt systematic practices. Use cross-validation when possible to avoid overfitting. Benchmark performance across multiple models rather than relying on a single comparison.It is very important to continuously monitor; LLMs change and shift datasets, as do user behaviors. Periodic evaluation will ensure the model maintains accurate, efficient results and adheres to ethical standards.Also Read: Weekend Skill Boost: 10 Creative R Projects with Source Code to TryFinal Thoughts LLM evaluation is an ongoing process that involves multiple types of evaluation. Users need to combine statistical metrics, operational parameters, and human insight to effectively analyze the model's performance. R provides you with a vast array of tools to help you conduct this evaluation process, from calculating important metrics to visualising results.If we implement strong evaluation practices, we are likely to have accurate, reliable, and responsible language models. This is a priority for most data scientists, machine learning, and artificial intelligence practitioners.You May Also Like How to Get Brand Mentions That Matter for LLM Search and SEOBest R Programming Books for Beginners and Experts (2025)Why LLMs Alone Can’t Maximize ROI in Financial Services?FAQs Why is R useful for evaluating LLMs?R provides strong statistical tools, visualization libraries, and integration options that help compute and interpret model performance metrics.What are the key metrics for LLM evaluation?Common metrics include accuracy, precision, recall, F1-score, perplexity, latency, token efficiency, and bias indicators.Can R integrate with Python-based LLMs?Yes, using packages like reticulate, R can connect with Python-based machine learning and LLM frameworks.Why is bias detection important in LLM evaluation?Bias detection ensures that the model does not generate unfair, discriminatory, or ethically problematic responses.What is the best practice for comparing multiple LLMs?Benchmark models using consistent datasets, apply cross-validation, and compare both statistical metrics and qualitative results.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp

Stoic.AI is an innovative platform that uses artificial intelligence to make cryptocurrency trading simple and effective. It’s designed for people who want to trade Bitcoin automatically without spending hours watching the market. The AI Crypto Trading Bot by Stoic helps users by automatically buying and selling Bitcoin at the best times. This means you can earn a profit from your Bitcoin investments without needing to know all the details about how the market works. Stoic.AI’s main goal is to make Bitcoin trading easy for everyone, whether you're a beginner or an experienced trader. It allows users to invest in Bitcoin without the stress of manually managing their trades. The bot works non-stop, analyzing the market and making decisions based on data and trends. With Stoic.AI, you don’t have to worry about missing a good trade while you’re busy with other things. Instead of spending hours looking at charts and graphs, you can let the AI bot do all the hard work for you. Stoic.AI aims to make it easy for anyone to get involved in the world of cryptocurrency, even if they don't have much experience. By using the latest technology, Stoic.AI provides a hassle-free way to start earning with Bitcoin. This allows people to earn without the need for deep technical knowledge or constant monitoring of the market. The platform also helps users avoid emotional decisions that can lead to bad trades. Stoic.AI takes care of everything, making sure your investments are managed wisely and efficiently.What is AI Crypto Trading?AI Crypto Trading refers to using artificial intelligence to buy and sell cryptocurrencies automatically. Unlike traditional trading, where humans make decisions based on their analysis, AI Crypto Trading is powered by algorithms that scan the market, predict trends, and execute trades when the conditions are right. This process eliminates the need for human involvement and makes trading faster and more efficient. The AI Crypto Trading Bot by Stoic is built to trade Bitcoin automatically by analyzing market data such as price fluctuations, trends, and news. It looks for patterns that suggest the best times to buy and sell, allowing users to make profits without doing anything themselves. The bot works continuously, monitoring the market 24/7, ensuring that no opportunities are missed. By doing this, Stoic.AI helps reduce human errors that can occur when trading manually. For example, a human might get scared when prices drop and sell too early, or they might get too excited when prices rise and buy too much. The AI bot avoids these mistakes by sticking to its algorithm and making decisions based purely on data. This makes AI Crypto Trading a great option for people who want to earn from the crypto market but don't have the time, skills, or desire to trade manually. AI Crypto Trading also helps reduce emotional stress, as you don’t need to constantly watch the market to make decisions. By using Stoic.AI, you can trust that the AI will do the hard work for you and help you earn profits from your Bitcoin investments.How Does the Stoic.AI Bot Work?The https://stoic.ai/ Bot works by using artificial intelligence to automatically analyze the Bitcoin market and make trades on your behalf. The bot is built to understand the market’s trends and patterns, allowing it to buy and sell Bitcoin when the time is right. Here’s how it works:Data Analysis: The bot collects and analyzes market data, including price changes, news, and overall market sentiment.Trade Execution: Based on the data, the bot makes decisions and places trades without any need for human input.Profit Generation: The bot aims to buy Bitcoin when prices are low and sell when prices rise, ensuring that the user makes a profit.24/7 Operation: Stoic.AI operates continuously, ensuring that no good trading opportunities are missed.No Need for Manual Control: The best part is that you don’t have to do anything yourself. The bot manages everything for you.The Stoic.AI Bot works automatically, which means that it’s running 24 hours a day, seven days a week, ensuring your Bitcoin is being managed wisely. It’s also designed to work for both new and experienced traders. If you’re new to crypto trading, Stoic.AI can help you start earning without needing any prior knowledge of the market. On the other hand, if you’re an experienced trader, the bot can complement your strategies by handling routine trades while you focus on more complex tasks. The Stoic.AI Bot’s ability to work automatically makes it an excellent option for people who want to invest in Bitcoin but don’t want to spend all their time monitoring the market. It removes the stress of manually managing trades and ensures that decisions are made based on the best available data. With Stoic.AI, you can feel confident that your Bitcoin investments are being handled professionally.Why Use Stoic.AI for Automated Bitcoin Yield?Stoic.AI provides a great solution for earning an automated Bitcoin yield without spending hours managing trades. By using the AI Crypto Trading Bot by Stoic, you can earn consistent profits while letting the bot handle everything for you. This system is designed to take the guesswork out of trading. Instead of trying to figure out the best times to buy and sell Bitcoin, you can let Stoic.AI make those decisions for you. One of the main benefits of Stoic.AI is its ability to automatically generate Bitcoin yields. This means that, as the bot makes trades, it aims to grow your investment over time. For many people, the idea of earning money without having to do much work is very appealing. Stoic.AI makes this possible by using advanced algorithms that are constantly working to find the best opportunities in the Bitcoin market. Additionally, using Stoic.AI helps remove the emotional aspect of trading. When people trade Bitcoin manually, they often make decisions based on fear or excitement, which can lead to poor results. The Stoic.AI Bot, on the other hand, sticks to its data-driven strategy, ensuring that every trade is made based on sound analysis. The system works tirelessly, meaning you can continue earning even while you’re asleep or busy with other activities. With Stoic.AI, your Bitcoin investment is always being actively managed for the best results. For anyone who wants to make money from Bitcoin but doesn’t have the time or expertise to trade manually, Stoic.AI is an ideal choice. It ensures that your investment grows over time with minimal effort on your part.Benefits of Using Stoic.AI for Bitcoin TradingThere are several benefits to using Stoic.AI for Bitcoin trading. First, it saves time. The AI bot does all the work for you, so you don’t have to spend time analyzing the market, looking at charts, or making decisions. Second, the bot operates 24/7, ensuring that you never miss a good trade. Here are some of the key benefits of using Stoic.AI:Time-Saving: The AI bot handles all the trading for you, saving you hours of work every day.Data-Driven Decisions: The bot uses market data to make decisions, which are more reliable than human instincts.Non-Stop Trading: The bot works around the clock, meaning you never miss an opportunity to earn.Reduced Emotional Stress: With Stoic.AI, you don’t have to worry about making emotional decisions during market fluctuations.Easy to Use: Setting up Stoic.AI is simple, and you don’t need any prior experience in trading to get started.Using Stoic.AI can help you grow your Bitcoin investments without the stress and time commitment that manual trading requires. The bot’s ability to analyze data and make trades automatically gives it an edge over traditional methods. Additionally, since it works 24/7, you can rest easy knowing that your investments are being managed even when you’re not paying attention. With Stoic.AI, you can earn consistent profits without the need to watch the market constantly.Setting Up Stoic.AISetting up Stoic.AI is easy, and you can get started in just a few steps. First, you need to create an account on the Stoic.AI platform. This involves providing your basic information and setting up a secure login. Once you’ve created your account, you’ll need to link it to a cryptocurrency exchange where you have Bitcoin. Some popular exchanges that Stoic.AI supports include Binance and KuCoin. After connecting your exchange account, you’re ready to start using the bot. The setup process is designed to be user-friendly, so even if you don’t have much experience with crypto trading, you can still easily get started. Once the AI Crypto Trading Bot is connected to your account, it will begin analyzing the market and making trades for you. You don’t have to worry about anything; the bot takes care of all the details. The best part is that Stoic.AI is always running, so it’s constantly finding the best trading opportunities for you. You can monitor your earnings through the platform and adjust the settings if needed. However, most users find that the default settings work well and don’t need to be changed. In summary, setting up Stoic.AI is quick and simple, and it’s ready to start working for you in no time. All you have to do is create an account, link your exchange, and let the bot handle the rest.Monitoring Your Earnings and ResultsOnce Stoic.AI is set up and running, you can monitor your earnings and check how well your investments are performing. The platform provides real-time updates on your Bitcoin profits, so you always know where you stand. The information is displayed in a clear and easy-to-understand format, so you don’t need to be an expert to see your progress. The system allows you to track how much Bitcoin the bot has bought and sold, along with the resulting profits. It also shows how the bot has performed over time, giving you an overview of how well it’s working for you. In addition to tracking your earnings, Stoic.AI also lets you adjust your settings if necessary. For example, you can choose how much Bitcoin you want the bot to trade, or you can change the risk levels. However, many users find that the default settings work perfectly well. The platform also makes it easy to withdraw your Bitcoin or reinvest it, depending on what you prefer. You can see the results of your automated trading without needing to check the market constantly. The transparency of the platform gives you peace of mind, knowing that you can monitor everything easily and make informed decisions about your investments.Risks and ConsiderationsThe advantages of Stoic.AI should be assessed together with its associated dangers. The possibility of making profits from investments remains uncertain. Bitcoin prices experience rapid fluctuations because of the unpredictable nature of the cryptocurrency market. The AI Crypto Trading Bot of Stoic.AI operates continuously to discover optimal trading possibilities, although it fails to achieve complete accuracy in market prediction. The potential of financial losses exists at all times because abrupt market changes and price declines can occur without warning. You need to keep in mind that your investment in Bitcoin remains active because multiple factors will determine its future price movements. The algorithm of Stoic.AI, together with its data-based operational method, works to minimize loss risks despite present dangers. The most effective method to decrease investment hazards requires beginning with a sum that you are willing to lose while you consistently monitor your portfolio. Your comprehension of Stoic.AI functions and risk elements will enable you to establish practical earnings targets while making informed decisions.Final Words:The platform Stoic.AI enables users to generate Bitcoin earnings through automated trading, which requires no ongoing market observation. The AI Crypto Trading Bot enables users to trade cryptocurrencies automatically and achieve profits without needing high-level expertise. The data-driven method of Stoic.AI identifies market patterns to reduce risks, although the organization acknowledges existing threats. The platform provides a perfect solution for users who want to receive automatic Bitcoin returns without performing any trading activities. Stoic.AI provides both beginner and experienced traders with an accessible path to start trading and earn Bitcoin profits. The platform Stoic.AI provides effective tools to help users achieve their investment objectives.

Ethereum dropped after failing to hold above US$1,950. The move sent ETH below US$1,935 and US$1,920 into a bearish zone. Buyers then appeared near US$1,900 and helped the price rebound from US$1,905. The recovery pushed ETH above US$1,945. Price also tested the 38.2% Fibonacci retracement from the swing high of US$2,038 to the US$1,905 low. Still, Ethereum continues to trade below US$1,970 and the 100-hour Simple Moving Average.At the same time, BitMine Immersion Technologies added more Ethereum to its balance sheet. On 20 February 2026, the firm bought 10,000 ETH, worth about US$19.49m, from Kraken. The purchase came while Ethereum traded below US$2,000 during what many traders describe as a soft market phase.Ethereum Slips, Then Rebounds From US$1,905The decline started when ETH failed to stay above US$1,950. The price continued going down, moving below US$1,935 and $1,920. The shift placed Ethereum in a bearish zone until buyers stepped in with a price near US$1,900. Another low formed at US$1,905, after which the price picked up a wave of recovery. The rebound carried ETH above US$1,945. Price then tested the 38.2% Fibonacci retracement of the drop from US$2,038 to US$1,905. For now, ETH continues to remain below US$1,970 and the 100-hourly Simple Moving Average.Read More: Ethereum News Today: ETH RWA Market Hits $17 Billion After 315% GrowthResistance Near US$1,985 Meets Support at US$1,905If buyers stay active above US$1,920, Ethereum could push higher. Immediate resistance sits near US$1,970, lining up with the 50% Fibonacci retracement of the same downswing.A recent News BTC report points to US$1,985 as the first key resistance. The report also notes a bearish trend line with resistance at US$1,985 on the hourly ETH/USD chart. The next major resistance stands near US$2,000.A clear move above US$2,000 could propel ETH toward US$2,050. If price breaks above US$2,050, Ether could rise toward US$2,120, even US$2,150 in the near term. With these levels tightening, will ETH clear US$1,985 before sellers return?On the downside, initial support sits near US$1,935. The first major support remains near US$1,905. A move below US$1,905 could push ETH toward US$1,880, going down to US$1,840 and then US$1,820 as the main support.BitMine Adds 10,000 ETH as Holdings Near 4.38M ETHBitMine Immersion Technologies, chaired by Wall Street strategist Tom Lee, bought 10,000 ETH on 20 February 2026 at nearly US$19.49m. The transaction took place on Kraken.The buy raised BitMine’s total Ethereum holdings to roughly 4.37–4.38 million ETH. At current market prices, that amount can be valued at about US$8.5–US$8.7bn. Earlier this week, BitMine reportedly acquired more than 45,000 ETH through multiple transactions.The accumulation pattern suggests the firm is aiming to build steadily rather than focusing on short-term price swings. The scale is notable because BitMine now controls more than 3% of Ethereum’s circulating supply. Many analysts describe it as one of the largest corporate Ethereum treasuries in the market.Lee has linked his view to several long-term themes he expects to support the use of Ethereum. He points to efforts of tokenization by Wall Street, with tokenized assets building on Ethereum. He also cites AI systems and autonomous agents using Ethereum for payments and verification as proof of creator economy growth and proof-of-human identity tools on Layer-2 networks.He has compared current sentiment to past market bottoms of 2018 and 2022. He has described the current dip as a “mini-winter” rather than a structural breakdown.  Market Outlook The Ethereum price stayed below US$2,000 after dropping to US$1,905 and then rebounding toward US$1,970. Resistance sits near US$1,985 and US$2,000, while support holds at US$1,935 and US$1,905. Meanwhile, BitMine bought 10,000 ETH from Kraken, lifting its holdings to about 4.38 million ETH.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp

On paper, “a billion records exposed” reads like a blockbuster breach headline, something with hackers in hoodies, zero-days, and nation-state tradecraft. According to public reporting, the database contained identity verification records across 26 countries and was accessible without authentication.In reality? No break-in occurred at all. The database was simply left open.No authentication. No firewall block. Just… misconfiguration,  a common theme in cloud operations that continues to bite organizations long after they check the “cloud migration complete” box.This is the part the headlines miss: the vulnerability wasn’t external attackers — it was the system itself.The New Attack Surface Is Not Code — It’s ComplexityA decade ago, the primary threat vector was malware delivered through email or a vulnerable endpoint. Today, the risk surface has shifted:Identity policies, API permissions, ephemeral compute, and misaligned access roles are the new front line.The architecture looks like this:IAM policies manage who can do whatObject storage buckets hold structured and semi-structured dataManaged databases serve apps and analyticsBackup repositories mirror critical informationAPI keys and tokens connect everythingModern cloud environments have so many touch points that securing them by audit alone becomes impossible. One misconfigured bucket policy can expose data worldwide even if every other system is locked down.Teams managing multi-tenant and distributed storage environments, including those using MSP360 Backup to orchestrate backup across AWS, Azure, Wasabi, Backblaze and other object storage providers see this firsthand: exposure rarely happens because security tools don’t exist. It happens because complexity outpaces visibility.The recent exposure demonstrates this: not a break-in, but an open door by accident.Why Misconfigurations PersistThere are three related reasons:1) Too Many Moving PartsCloud services evolved faster than operational practices. Each service has its own permission model; mistakes in inheritance and role propagation are easy and silent.2) Static Security Is DeadSecurity that runs once at deployment and never again is useless. Permissions drift. Temporary exceptions become permanent. Test systems become production systems.This is where automated monitoring and centralized management become critical. In MSP360 Backup environments, for example, role-based access control, MFA enforcement, and detailed audit logging are built into the management console specifically to reduce administrative sprawl and permission drift across backup repositories.3) Humans Still Build SystemsEvery environment is touched by a human. Every edit to access control carries risk. In complex ecosystems, even well-meaning engineers can introduce exposure without realizing it.This is not pessimism, it’s engineering realism.The Bucket That Never Should Have Been PublicSome of the worst exposures in recent years stem from misconfigured object storage, a database or bucket set to public read without authentication.This isn’t “hacking” in the traditional sense. It’s a configuration choice that broadcasts:“Anyone on the internet can see this.”As datasets grow larger and more sensitive, identity attributes, national identifiers, contact metadata, the impact of that single choice increases exponentially.One inadvertently public setting = a global data leak.Preventing this at scale requires visibility across storage endpoints and backup targets. With MSP360 Backup, administrators can configure storage accounts with defined access policies, restrict bucket permissions, and apply object lock or immutability policies directly at the storage level, reducing the risk that recovery data becomes another exposed asset.Backup Isn’t About Ransomware, It’s About TruthMost teams think of backups in the context of ransomware: “If we get hit, we can restore.”That’s only part of the story.In environments where data can be silently altered, whether by error, cascading system failure, or a misconfiguration, backup is a ground truth snapshot.This distinction matters:Versioned backups capture historical integrityImmutable backups prevent retroactive tamperingSegmented backup infrastructure prevents collateral accessCrypto-isolated keys prevent compromise with productionMSP360 Backup MSP360 Backup supports immutable backup storage (including object lock where supported by the underlying cloud provider), ensuring that backup copies cannot be deleted or altered within defined retention periods, even if administrative credentials are compromised.Backup is not just redundancy. It is a systemic integrity anchor.In properly designed architectures, including those implemented through MSP360MSP360:backup infrastructure is logically separated from production environments. This separation limits the blast radius of misconfiguration and prevents attackers or accidental administrative actions from wiping both live and recovery data simultaneously.Guaranteeing that separation is far more critical than simply running nightly copies.Layers, Not WallsEncryption at rest and in transit is the baseline. But encryption doesn’t stop exposure if the system itself is accessible with authorized credentials.True defense requires layering:Least-privilege IAM rolesService-to-service authenticationMulti-factor enforcement for admin actionsImmutable or locked backup snapshotsContinuous policy monitoringRecovery drills — not just backupsSolutions like MSP360 Backup operate within this layered model by combining backup orchestration, centralized access control, detailed audit logs, and secure storage configuration across multiple cloud providers, rather than relying on a single perimeter defense.You cannot “patch” complexity with a single firewall. You must design for failure.What the Billion-Record Event Really Tells UsThis incident was not a hack. It was a misalignment between capability and control.Cloud systems are powerful. Security primitives are mature. Encryption is ubiquitous. But architectural fragility persists because:Misconfigurations are silentAccess drift goes unnoticedDependencies create unintended exposureStatic reviews catch only what they were designed to findThe biggest vulnerability in modern data ecosystems is not the attacker.It is us: the builders, the operators, the teams who assume that what worked yesterday still works today.Resilience is not about eliminating mistakes.It is about designing systems and backup architectures that absorb them.And that means treating backup not as an afterthought, but as a secured, immutable, access-controlled layer of infrastructure.

Overview:Redeem the latest Blue Lock Rivals codes this February to claim free spins and amazing rewards.Unlock style upgrades and exclusive perks with active Blue Lock Rivals codes this month.Learn how to redeem Blue Lock Rivals codes easily and power up your gameplay progression.Manga fans unanimously agree that Blue Lock is one of the finest manga series. Many Roblox games have tried to imitate it, but hardly any have reached the popularity of Blue Lock Rivals. This game takes players to a unique soccer world where their skills are put to the test. These tests can be challenging for newcomers, which makes finding extra spins, cash, or style upgrades essential. Free promo codes fit their requirements perfectly. Every month, like most other Roblox games, Blue Lock Rivals provides players with codes that they can redeem to acquire in-game resources and level up faster. In this guide, players will find a walkthrough of Blue Lock Rivals codes, instructions for redeeming them, and an overview of what they offer.  Blue Lock Rivals Active Codes (February 2026)If you are a hardcore Roblox gamer who’s looking for Blue Lock Rivals codes for February 2026, here are the active codes to redeem this February: VALENTINESDAY: 10 Lucky Style Spins HEARTSTYLE: 5 Lucky Style SpinsHEARTFLOW: 5 Flow Lucky Spins These are the recently released codes for the game, and are active as of February 2026. Redeem these codes as soon as possible because they won’t be available for long. Developers often withdraw code without prior alert. Also Read: Iraq Bans Roblox Over Child Safety: Is Your Child Safe Playing Online Games?Expired Codes in Blue Lock RivalsAs of February 2026, several codes have expired. Here’s the list of codes that have already been deactivated:YENUPDATEFESTIVEGOALWEEK2HYPESNOWLOCK2SNOWLOCK1FIRSTGIFTSNOWFALLDELAYHAPPYSNOWLOCKBACHIRAEVOLUTIONSORRYFORDELAY!!!!!NESSMAGICIANITSNESSRABBITPULLSHARKTIMEKURONAUNVAULTINGWHATSNESSRINRINNELQUEST2NELFLOWSPINSFINALFESTIVERIPISAGI5NEWYEARHYPEBUILDTHEROCKET2026BLR25SNOWLOCKNESSFLOWAFKUPDATEFIREWORKMONSTERFIREWORKNEXTWEEKHAPPYHOLIDAYSSANTALAVINHOHEREFROZENLOKICOOKIECODE2026Battlepass2026CrateSnowlockIsOverGINGERBREADPASSERSNOWLOCKDUOBAROUSNOWLOCKBIGGESTGROUPHOLIDAYHYPEDINNERBATTLEPASSSMALLUPDATECODETURKEYTURKEYWINTERISCOMINGCodeSnakeSerpentSpinsAikuBackHAPPYHALLOWEENTHANKS4BVISITSHalloweenFinaleSkeletonNagiHypePhantomCodeBloodmoonRisenLikeGoalHalloweenBRAZILMANBACHIRADADOPUPDATEDANCERHYPESORRYFORDELAYBUNNYPEAKLAVINHONEXTWEEKYUKIGLASSESYUKIEVENTGOAL8V8HYPEWEWANTSPINS2MINTERESTED!CHARLESTIMEDELAYSORRY1.5MGOALHITTONGUESOUTSAEXSHIDOUISAGISHOESGOALMETCHEMREACTWWTEAMWORKMCNAGIHYPEOOPSDELAYLAZYLUCKYGENIUSWEHIT2MBACHIRAHALLOWEENMIROMIROMIROPRODIGYBALANCEKINGOVERHAUL!KINGAUTHORITY!MASSIVEBUGFIXES!KINGAWAKENING!LUCKY7!MASTERS!GODSPEED!JULIANLOKI!CAREPACKAGE!THEGODSPRINTER!RANKED!LOKISOON!AIKUREWORK!SNAKEDEFENCE!UPDATEHYPE3BIGBEAUTIFULBALANCENAGIATEPUMPKINSWMIROSUMMERPT1!NELREO!MASTEROFALLTRADES!AIKU1.15M!Rin999K!NeoEgoistRIN!TheDestroyer!OTOYA!!CHEMREACTION!BACHIRA!!REVAMP!EASTER25!EGGHunt!!!Sry4Delay2BVISITS!THEMONK!NEWHIORI!3BILLIONVISITS!NELSUMMER!NEWCHEM1.1M!4HOURS!1MILLIONCCU!!IGAGOAT1.8M!KING1.5MKINGREWORKGOALRUSHKAISER2MLUCKYCODE10KaiserFIXMIRO1MCCUKAISERSOONSHARKBOYNELISAGISORRYDELAYGGSKURONATOMORROWKURONANOWFINE1MCHROLLOCAREPACKAGECHROLLO4AMSORRY4DELAY100KCHRO10KDEVS1BVISITSDONLORENZO300KCHROLLO1MEVENT20KCHANNEL40KCHANNELCHROLLO100K40KAGAINTHECODE40KKUNIGAMI200KSUBKUNIGAMIUPDTHX40KAGAINKARASU200KSUBTHX40KLIKES50KTATLISMONST3RTHX30KLIKESDRAGON60KFOLLOWERS30KLIKES20KLIKESPT2TRAILER20K20KCHROLLO5KTATLISMRSPAXCHRISTMASHOORAY1MLIKESAIKU700KLIKES400KLIKES300KLIKES250KLIKES40KLIKES6KLIKES3KLIKES1KLIKESFORGIVEMERELEASED200CRAZYTHANKYOU300KREO35KCHROLLO5KVID150KWOW100KLIKES70KLIKES600KCRAZYGAGAMARUTHANKSGIVING Generally, community platforms provide codes. However, if you get any of the above-mentioned codes, they can’t be redeemed. These codes have already expired; redeeming them won’t provide any rewards to gamers.How to Redeem Codes in Blue Lock RivalsActing fast is the key to grabbing rewards. Blue Lock Rivals customization is one of the game's most popular features. So, if you’re not willing to miss the freebies, below are the steps to follow and redeem the codes:Reach level 5 in the game. This will unlock access to the code redemption section. Go to the in-game lobby and navigate to the ‘Codes’ section. This option will appear in the bottom-right corner. You will see a text box which says, ‘Enter Code’ in the next window. Type or paste the codes. Please ensure you enter the code exactly as it appears. Even the slightest mistake restricts codes from being redeemed. [It’s better to copy-paste codes to avoid unnecessary typing mistakes.]Click on the ‘Redeem’ button to instantly claim your reward. [Note: Make sure to meet the first criterion of reaching level 5; otherwise, the game won’t let you access the code redemption section.] Also Read: Roblox Locks Down Gray-Area Games: Know the Real StoryFinal WordsThe promo codes are the easiest way to receive free spins, enhance customization, and speed up your progress. However, codes expire without any notice, so you must be careful and act quickly to redeem them. You should also check official announcements and community platforms to ensure you never miss out on any reward. In a competitive soccer experience like Blue Lock Rivals, even a few extra spins can significantly improve your playstyle and boost your overall performance.You May Also Like:How to Set Up Parental Controls on RobloxHow to Play Roblox?Australia Cracks Down on Roblox Over Child Exploitation FearsFAQs1. How often are new Blue Lock Rivals codes released?Ans: New codes are usually released during updates, seasonal events, milestones, or special celebrations.2. Why is my Blue Lock Rivals code not working?Ans: The code may have expired, been entered incorrectly, or you may not have reached Level 5 yet.3. Do Blue Lock Rivals codes expire?Ans: Yes, most codes are time-limited and can expire without prior notice. So, acting fast is the key to grabbing the rewards. 4. What rewards do Blue Lock Rivals codes give?Ans: Codes typically offer Lucky Style Spins, Flow Spins, cash boosts, and customization upgrades.5. Where can I find new Blue Lock Rivals codes?Ans: You can find them on official game pages, developer announcements, and active Roblox community channels.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp

Bitcoin has fallen below a structural on-chain support level tied to past bull and bear phases, according to CryptoQuant. That level sits near $89,800. It reflects the realized price of mid-weight traders holding 10 to 10,000 BTC. Their coins last moved within one to three months. Bitcoin has not traded above this realized price since mid-January 2026.CryptoQuant Points to a Broken Cycle PatternCryptoQuant linked the $89,800 level to a cohort large enough to sway price direction. The group also trades often enough to reflect current sentiment. For that reason, its realized price has acted as a key reference across cycles.In prior cycles, the realized Bitcoin price separated steady consolidations from deeper bear transitions. The report framed it as a structural line that markets respected for long periods. It also served as a gauge of whether active mid-sized holders made a profit or loss.During the 2021 cycle, Bitcoin reached an all-time high of $67,551 in November 2021. At that time, this cohort’s realized price stood around $33,700. Bitcoin did not break that cost basis below during the mid-cycle correction. Can Bitcoin reclaim $89,800 and restore that past market structure?Mid-Sized Holders Sit Underwater After Late-2025 PeakCryptoQuant said the bear phase was only confirmed months later in June 2022. Bitcoin then fell roughly 30% below the cohort’s cost basis. The decline later reached $18,945.The current cycle differs from that earlier pattern. This same cohort’s realized price peaked near $94,000 in late 2025. Bitcoin slipped below that level in mid-December 2025 and has not recovered.As of February 18, 2026, Bitcoin trades near $66,424. That places the price about 26% below this group’s average acquisition level. CryptoQuant linked sustained unrealized losses in this cohort with weakness that tends to persist.ETF Outflows Deepen the Pullback as Balances DropGlassnode reported the largest US spot Bitcoin ETF balance drawdown of the current market cycle. The drawdown followed the early October all-time high. Since October, ETF balances have declined by roughly 100,300 BTC.At press time, total US spot Bitcoin ETF holdings stood near 1.26 million BTC. The decline reflects sustained net outflows. Investors withdrew capital, and funds reduced holdings as redemptions continued.SoSoValue data showed $1.6 billion left these products in January alone. That extended a monthly outflow streak that began in November 2025. The ETF drawdown has unfolded alongside Bitcoin’s broader decline since its October record high of $126,000.The weakness carried into 2026 and lifted fear and uncertainty across the market. Arthur Hayes argued in early February that institutional dealer hedging adds to downside pressure. Glassnode also said, “Institutional de-risking has added structural weight to the ongoing weakness, reinforcing the broader risk-off environment.”Glassnode added another data point on investor positioning. It put the average entry price for US spot Bitcoin ETF investors near $83,980 per BTC. With Bitcoin below that level, ETF holders face rising unrealized losses. Also Read: Bitcoin Price Trades Near $68,600 as Crypto Market Eyes $78,000 ResistanceConclusionBitcoin price fell below the $89,800 on-chain support tied to mid-sized holders’ realized price, according to the CryptoQuant report. BTC trades near $66,424, about 26% under that cohort’s cost basis. At the same time, Glassnode data shows US spot Bitcoin ETF balances down about 100,300 BTC since October, with the average entry near $83,980.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp

India has officially become a part of the Pax Silica, a US-led technology and supply chain initiative focused on securing critical minerals, semiconductors, and artificial intelligence. The move was formalised on Friday at the AI Impact Summit in New Delhi, when Indian officials signed the Pax Silica declaration with the United States. The agreement marks a new chapter in US-India tech ties and global supply chain cooperation. Pax Silica focuses on safe and strong AI supply chains. It also covers semiconductors and critical minerals. These sectors power modern industries. They also shape economic growth and national security.Why Pax Silica MattersThe United States launched Pax Silica in December. India was initially not part of the group. The original members included Japan, South Korea, Singapore, the Netherlands, the UK, Israel, the UAE, and Australia. These countries lead in chip making and mineral processing.India’s timing to join the initiative matters. Trade talks between India and the United States improved recently. The US removed 25% extra tariffs earlier this month. Both sides now plan to sign an interim trade deal soon.US Ambassador Sergio Gor said India’s entry is strategic and essential. He praised India’s engineering talent and growing capacity in critical minerals. He said Pax Silica builds trusted partnerships and reduces risky dependence.Reducing Dependence on ChinaPax Silica aims to reduce heavy reliance on China in key sectors. Many countries depend on China for rare minerals and chip supply. This creates risk during trade tensions. The new grouping wants to build stable AI supply chains among trusted partners.India imports many advanced semiconductors and high-end chips. It also depends on other countries for rare earth materials. Joining Pax Silica can help India attract more investment and technology support.Large US companies already plan major investments in India. Microsoft announced $17.5 billion to expand AI and cloud infrastructure over four years. Google announced plans to invest more than $15 billion to build an AI data centre in Andhra Pradesh. These projects will strengthen India’s AI supply chains.Boost to India’s Semiconductor AmbitionsIndia also wants to grow its semiconductor industry. The government has launched a semiconductor mission to boost chip manufacturing. Pax Silica can support this goal through partnerships and joint projects.The global technology order is changing fast. Countries now protect supply chains and advanced industries. Groups like Pax Silica shape the future of semiconductors and AI supply chains.India’s entry into Pax Silica signals a shift in the global tech order. Countries now group together to protect supply chains and advanced technology. India plans to become a key hub in global manufacturing and chip production.Even though India joined later, the move remains important. Pax Silica gives India a seat at the table as global rules for AI and semiconductors take shape. It strengthens US-India tech ties and supports India’s long-term tech security goals.For more updates, follow our live pages.Also Read: How AI Impact Summit 2026 is Driving Collaboration for Responsible AIJoin our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp

Indian markets are likely to open on a subdued note on February 20 as early indicators suggest mild downside pressure. GIFT Nifty trades near the 25,415 mark with a discount of 30 points compared to the previous Nifty futures close. It is a lower opening amid cautious global sentiment.Domestic markets witnessed a pullback after a three-day rally. The Sensex declined by 1,236.11 points or 1.48%, to settle at 82,498.14. Nifty 50 fell 365 points or 1.41%, closing at 25,454.35. Volatility surged sharply with India VIX rising 12% to around 13.60. Sensex OutlookTechnically, Sensex has slipped below its short-term moving averages. It signals a pause in the recent upward momentum.Immediate support is placed near the 82,000 mark. A break below this level could open the door toward the 81,500-81,200 zone in the near term. On the upside resistance is seen near 83,300 followed by a stronger supply area around 84,000.The sharp correction suggests that momentum has temporarily shifted in favor of bears. Nifty 50 OutlookThe Nifty 50 has formed a bearish engulfing pattern on the daily chart, which indicates a potential reversal in the short-term trend. Immediate resistance is placed near 25,700 and it aligns with the 100-day moving average while the broader resistance zone remains between 25,900 and 26,000.On the downside, support is seen at 25,400. A more critical support lies near 25,310 which coincides with the 200-day moving average. A decisive break below this level could accelerate decline toward the 25,200-25,100 zone in the near term.In the derivatives segment open interest data indicates significant put writing at the 25,400 strike and heavy call writing at the 25,600 strike. Also Read: US Stock Market Today: Wall Street Slips as Iran Tensions Lift Oil Prices and Support Gold Holds Above $5,000Bank Nifty OutlookThe Bank Nifty index also came under pressure. It declined 811.25 points or 1.32%, to close at 60,739.55. The index formed a large bearish candle that reflects weakening bullish momentum.The 20-day exponential moving average positioned around 60,300 is expected to act as immediate support. Historically the index has found buying interest near this zone. A sustained move below 60,300 could expose the index to further downside toward 60,000.On the upside, resistance is between 61,100 and 61,200 while a larger resistance band extends toward 61,500-61,750.

Overview:Convert ETH to USDT at a lower cost by using spot trading with low maker fees, instead of instant conversion options.Ethereum network upgrades and Layer 2 adoption have significantly reduced gas fees, making swaps more affordable.Always compare trading fees, spreads, and real-time gas costs before converting ETH to USDT.Ethereum (ETH) is the second-largest cryptocurrency by market value and is widely used for smart contracts and decentralized applications. Tether (USDT) is a stablecoin designed to maintain a 1:1 value with the US dollar. Many traders convert ETH to USDT to protect profits during price swings or to hold funds in a more stable digital form without leaving the crypto market.Ethereum continues to benefit from major network upgrades. The Dencun upgrade and adoption of Layer-2 networks have significantly reduced transaction costs. In many cases, Ethereum mainnet gas fees are now under a fraction of a Gwei during low-congestion periods, translating into transaction costs of only a few cents. This has made cryptocurrency swaps cheaper than in previous years.Choosing a Trusted ExchangeChoosing a trusted exchange is the first step. Traders use popular centralized exchanges like Binance, Coinbase, and Kraken because they are secure, easy to use, and have clear fee structures.Binance is known for low trading fees. Spot trading fees usually start around 0.10%. Maker fees are usually cheaper than taker fees, and active traders can get extra discounts. Kraken also has competitive fees. Its Convert feature may sometimes show zero trading fees, but there can be a difference in rates. Coinbase offers a simple, beginner-friendly conversion tool, though fees and spreads can vary by account and location. These exchanges also have high liquidity.Spot Trading vs Instant ConvertThere are two common ways to convert ETH to USDT on centralized exchanges: spot trading and instant conversion.Spot trading involves placing an order in the ETH/USDT market. A limit order allows you to set a preferred price. If the order adds liquidity to the order book, it may qualify for the lower maker fee. A market order executes instantly at the current price but usually incurs a slightly higher taker fee.Instant conversion features are simpler. The exchange provides a quoted rate, and the swap happens immediately. While this method appears convenient, there might be hidden costs between buy and sell prices. Comparing the quoted rate with the live market price helps determine the real cost.Also Read - Ethereum Trading Activity Slows as Volume Drops to Multi-Week LowsUsing Decentralized ExchangesDecentralized exchanges such as Uniswap allow direct swaps from a crypto wallet. Most Uniswap pools charge a 0.30% fee on every swap, which is distributed to liquidity providers. Users are also required to pay network gas fees.High gas prices during the previous years made decentralized swaps expensive. However, after Ethereum’s Dencun upgrade and increased Layer-2 adoption, transaction costs have fallen sharply. On certain Layer-2 networks, fees can be significantly lower than on the Ethereum mainnet. This has improved the cost efficiency of on-chain swaps, especially for smaller amounts.However, during periods of high network activity, gas costs can rise. Checking real-time gas trackers before confirming a transaction is important.Steps to Convert ETH to USDT at Low CostThe process is simple. First, deposit ETH into a verified exchange account if using a centralized platform. Once the funds appear, open the ETH/USDT trading pair. Place a limit order if time allows, as it usually results in lower fees than instant execution. After the order fills, USDT will appear in the account balance.For decentralized swaps, connect a compatible wallet to the exchange interface. Select ETH as the asset to sell and USDT as the asset to receive. Review the fee breakdown carefully, including pool fees and gas charges. Confirm the transaction only after verifying the total estimated cost.Recent Market DevelopmentsEthereum’s ongoing technical improvements are driving lower transaction costs and greater efficiency. The Dencun upgrade introduced enhancements that reduced data costs for rollups, helping Layer-2 networks process transactions more cheaply. This has contributed to the current low-fee environment.Meanwhile, stablecoins such as USDT are widely used for trading, payments, and cross-border transfers. Regulatory discussions in several regions have increased oversight, but USDT maintains its dollar peg and strong market presence.Also Read - Top Ethereum Ecosystem Coins by Market Cap in 2026Final ThoughtsConverting ETH to USDT at a low cost depends on exchange choice, order type, and network conditions. Major exchanges like Binance, Kraken, and Coinbase offer competitive fee structures, while decentralized platforms provide flexibility when gas prices are low.By checking trading fees, comparing spreads, and monitoring gas usage, it is possible to significantly reduce expenses. With improvements to the Ethereum network and broader Layer-2 adoption, affordable crypto conversions are more accessible than ever.FAQs1. What is the cheapest way to convert ETH to USDT?Using spot trading on a low-fee exchange with a limit order is usually the most affordable option.2. Is converting ETH to USDT taxable?In many countries, swapping ETH for USDT is considered a taxable crypto transaction. Local regulations should be reviewed.3. How long does it take to convert ETH to USDT?On centralized exchanges, conversion is usually instant once the order is executed. On decentralized platforms, it depends on the network confirmation time.4. Are there hidden fees when converting ETH to USDT?Some platforms charge spreads instead of visible trading fees, so the final rate should always be checked carefully.5. Is it safe to hold USDT after converting from ETH?USDT is widely used and designed to maintain a dollar peg, but platform security and regulatory risks should always be considered.

Overview:Shiba Inu remains below a major resistance level despite steady market activity.Exchange reserves have dropped to nearly 81.4 trillion SHIB, signaling lower immediate selling pressure.Whale accumulation is rising, but limited active trading keeps the momentum weak.Shiba Inu (SHIB) is trading just below a strong resistance level that has repeatedly held the price back in recent weeks. Every time SHIB moves up, sellers step in near the same area seen during the mid-February high. This forces the price to close below that level instead of breaking above it.SHIB is currently trading slightly below its recent mid-February peak. The price is consolidating at $0.00000623. This usually happens when buyers and sellers are waiting before making bigger moves.Exchange Reserves Drop Below 82 TrillionRecent blockchain data shows that SHIB reserves on exchanges have fallen from 82 trillion tokens to 81.4 trillion SHIB. This is an important figure because exchange reserves show how many tokens are available for quick selling.When reserves decrease, it usually means holders are moving their tokens to private wallets. It can reduce immediate selling pressure. In many cases, lower supply on exchanges creates a stronger base for future price growth. However, reduced supply alone does not push prices higher. Strong buying demand is still necessary for a breakout to happen.At the moment, buying pressure remains steady but not strong enough to push prices above resistance.Whale Activity Slows MomentumLarge investors, known as whales, are important right now. Blockchain data shows that huge wallet owners purchased more SHIB in January and early February. Some reports say whale buying has reached levels not seen in months.Most of these large purchases are being kept in cold wallets instead of being sent to exchanges. This means whales are holding their tokens, not selling them. The current scenario lowers the risk of a sudden, large sell-off, but it also reduces market activity.Without strong buying from both whales and small investors, price growth stays slow. Whales are not pushing the price up, and they are not dumping either. Because of this careful approach, SHIB remains below its key resistance level.Also Read - Shiba Inu at Critical Lows: Smart Money Buying or More Pain Ahead?Technical Indicators Show Weak StrengthTechnical charts show that buyers and sellers are evenly matched right now. The RSI is near the middle, which means SHIB is not too expensive or too cheap. The MACD, which shows momentum, has slowed down after earlier positive signs.Some analysts say that if SHIB cannot move above the current resistance level, the price may fall to lower support areas. If it drops below the recent trading range, the decline could become bigger. However, if the price closes strongly above the resistance level with increased trading activity, the market mood could improve quickly.Trading volume is average at the moment. For a real breakout, a clear rise in buying activity will likely be needed.Market Mood and ForecastsSHIB price predictions are mixed right now. Some analysts say that lower exchange reserves and rising whale accumulation could support a future price jump. Others say meme tokens like SHIB depend heavily on the overall crypto market's strength and investor mood.Without big news, such as major upgrades, new exchange listings, or a strong rally in the wider crypto market, SHIB may continue moving in a small range. Like many altcoins, it often moves in step with larger cryptocurrencies.Also Read: Meme Traders Shift From Solana To Ethereum’s Layer Brett, Hailing It As The Next Shiba InuCurrent SituationSHIB is trading slightly below its mid-February highs as of February 19, 2026. Exchange data shows small net outflows, and blockchain trackers suggest that whales are holding large amounts of SHIB. This looks more like a pause than a full trend change. Exchange supply has fallen to about 81.4 trillion tokens, but buying demand is still not strong enough to push the price above resistance. In the coming weeks, price movement will likely depend on whether whales start trading more actively and whether overall volume increases. Until then, SHIB is in a tight range, waiting for stronger momentum.FAQs1. Why is Shiba Inu struggling at resistance?Strong selling pressure near recent mid-February highs is preventing a clear breakout.2. What does the drop below 82 trillion SHIB on exchanges mean?It suggests fewer tokens are available for quick selling, as holders move assets to private wallets.3. Are Shiba Inu whales selling their holdings?Current data shows whales are mostly accumulating and holding rather than actively selling.4. Can lower exchange reserves push SHIB prices higher?Lower supply can support price growth, but strong buying demand is still necessary.5. What could trigger the next big move in SHIB cryptocurrency?A surge in trading volume, broader crypto market strength, or major ecosystem developments could drive the next breakout.

OverviewBitcoin is trading in the mid-$60,000 range in February 2026, but history shows deep corrections of 70%–85% are possible in full bear cycles.Post-2024, mining costs have now averaged between $30,000 and $40,000, creating a potential long-term price support zone.Major bottoms usually form slowly, driven by macro stability, reduced leverage, and long-term holder accumulation.Bitcoin is trading in the mid-$60,000 range as of February 19, 2026. In recent weeks, the price has pulled back along with technology stocks and other risk assets. Short-term drops of 20% to 30% are common in this market, even during longer upward trends.Bitcoin is one of the most volatile major assets in the world. Sharp rallies are usually followed by deep corrections. This pattern has prompted many investors to question whether the market is close to a major bottom or if further downside is still possible.Understanding where Bitcoin may find support requires looking at history, miner economics, and the wider financial system.What Past Cycles ShowBitcoin has gone through several cycles since its creation. The cryptocurrency recovered within months of the 2011 and 2012 crashes. However, the bear markets lasted much longer and were far more damaging.Later, between 2013 and 2015, Bitcoin fell by more than 80% from its peak. After the 2017 bull run, the price dropped about 84% before reaching a low in late 2018. In both cases, full recovery took years.The longest sustained drawdown happened between 2013 and 2016. This cycle lasted close to three years from peak to full recovery. These examples show that major bottoms usually form slowly. A true rock bottom appears after heavy selling, fading excitement, and long periods of weak prices.The Role of the 2024 HalvingBitcoin went through its fourth halving event in 2024. This reduced the reward miners receive for validating transactions. The halving cuts new supply entering the market, which, over time, may support higher prices.Each halving has a smaller impact than the one before it. Bitcoin already has most of its supply in circulation, and the reduction in new coins is not as dramatic as it was in previous years.However, halving events have usually been followed by strong bull runs, but they do not prevent corrections. Prices can fall sharply even in post-halving periods if global conditions turn negative.Also Read - Bitcoin Price Prediction 2026-2030: Can the Digital Gold Outpace Fiat WeaknessMiner Costs and Price FloorsMining economics help shape possible price floors. The cost of producing one Bitcoin after the 2024 halving increased for many companies. Recent analysis suggests that the average breakeven cost for miners is now between $30,000 and $40,000.When prices fall close to production cost, weaker miners may shut down or sell holdings. This can create short-term pressure. On the other hand, if miners hold their coins instead of selling, the supply becomes tighter. This behavior can support the market.In previous cycles, prices sometimes dropped below production cost during panic moments. However, such periods did not last long, and eventually, miners either reduced output or buyers stepped in.The Influence of the Wider EconomyBitcoin no longer trades in isolation. Over the past few years, it has shown a strong correlation with stock markets, especially technology shares. When liquidity is high and interest rates are stable or falling, digital assets usually perform well. On the other hand, when financial conditions tighten, risk assets struggle.The recent pullback in February 2026 happened as global markets reacted to changes in the technology sector. This shows how external factors can move Bitcoin sharply, even as on-chain activity is steady.Macro stability usually plays a key role in forming a major bottom. A true trough often appears when inflation fears ease, monetary policy becomes clearer, and investor confidence begins to return.Signs of a Possible BottomHistorically, major lows have formed during periods of extreme fear. Trading activity slows, and media interest fades. Long-term holders quietly accumulate while short-term traders exit.Derivatives markets also cool down, with reduced leverage and lower open interest. These conditions suggest that forced selling has largely finished.A bottom is rarely a single day. It is more often a process that unfolds over months. Prices may move sideways before a new trend begins.Also Read - Biggest Bitcoin Crashes in History and What Caused ThemFinal ThoughtsPredicting the exact moment Bitcoin will hit rock bottom is impossible. Data shows that deep corrections of 70% to 85% have occurred in major bear markets. At current levels (mid-$60,000 range), the market is far above miner breakeven estimates of $30,000 to $40,000.The previous cycles suggest that a true bottom forms when macro conditions stabilize, panic selling fades, and long-term holders regain control of supply. Until those elements align, volatility is likely to continue.Bitcoin’s history teaches one clear lesson: patience matters more than perfect timing.FAQs1. Is Bitcoin near its rock bottom in 2026?There is no clear confirmation of a final bottom. Prices remain above miner breakeven levels, but macro conditions and market sentiment still influence direction.2. How much has Bitcoin fallen in past bear markets?Previous cycles have seen declines between 70% and 85% from all-time highs before recovery began.3. How does the 2024 halving affect Bitcoin price?The halving reduced new supply entering the market, which can support price over time, though it does not prevent short-term corrections.4. What role do Bitcoin miners play in price floors?When prices approach the $30,000–$40,000 production cost range, miner behavior can impact supply pressure and market stability.5. What signals usually appear near a major Bitcoin crash?Extreme fear, lower trading activity, fading leverage, and renewed long-term accumulation have historically appeared near cycle lows.

OverviewBitcoin drops as liquidity tightens and leveraged positions trigger cascading market-wide liquidations today.Institutional inflows slow while profit-taking accelerates after the previous historic rally.Recovery hinges on macro easing, renewed demand, and rebuilding strong technical support zones.Bitcoin tumbled sharply on February 19, rattling global crypto markets. The latest decline is the result of continued macroeconomic pressure, institutional hesitation, and a classic leverage unwind that amplified the fall. The phenomenon has raised a set of questions for investors: Why did Bitcoin crash today, and will Bitcoin recover after today’s crash?Why did Bitcoin Fall Today? Liquidity Squeeze ReturnsThe sell-off is, at its core, driven by the global interest rate cycle. Bitcoin is gradually becoming a risk asset instead of an alternative currency. Since the world’s leading central banks have indicated that rate cuts may take longer than anticipated, the liquidity level has decreased. This has led to a decrease in capital inflows into high-volatility assets, and the crypto market has been the first to respond to this change.The surge that led Bitcoin to an all-time high in the previous cycle was largely driven by institutional investment. This trend has slowed down in the past few weeks. The flow of investments into exchange-traded funds (ETFs) has slowed, and big investors seem to be in a wait-and-see mode. In a market where demand surges are the key, even a pause can trigger a price drop.Also Read: Crypto Prices Today: Bitcoin Price Falls to $66,746, XRP Drops 3.99% to $1.41 Amid US-Iran War TensionsHow Leverage Makes the Crash Worse?One must look beyond spot trading to understand why Bitcoin is crashing. A large portion of crypto activity sits in the derivatives market, where traders use leverage to amplify bets. When Bitcoin slipped below key support levels, long positions were automatically liquidated. That forced selling triggered a cascade, pushing prices down further over a short period.Such liquidations often exaggerate the speed and scale of a fall, creating a correction that looks like a crash.Is This Also a Phase of Profit Booking?After a historic rally, profit-taking was inevitable. Long-term holders who accumulated Bitcoin at lower levels are locking in gains. The cycle pattern has occurred during each significant bull market. The retail market shows decreased activity because small investors maintain their cautious approach, rather than purchasing during market downturns.Global Uncertainty Shifts Money to Safer AssetsAnother factor behind the Bitcoin crash is a broader risk-off sentiment. During periods of geopolitical and economic uncertainty, capital typically flows toward traditional safe havens such as gold and government bonds. Despite its ‘digital gold’ narrative, Bitcoin still behaves like a high-beta asset during periods of stress.Also Read: Should You Buy the Dip During a Bitcoin Crash? Expert InsightsWhat does the Market Sentiment Signal?Crypto markets are deeply sentiment-driven. The current mood has tilted towards fear. Once that psychological threshold is crossed, negative triggers, from regulatory concerns to bearish technical signals, tend to reinforce each other, accelerating the decline.Will Bitcoin Recover After Today’s Crash?The recovery question hinges on three variables.Direction of Global Liquidity: Any clear signal that central banks will implement monetary easing following their current policies will lead to increased investor risk-taking, driving new investments into cryptocurrency markets.Institutional Participation: Strong support levels would return as renewed demand for ETFs and corporate investments in ETFs drives demand.On-Chain Fundamentals: Bitcoin’s network strength, long-term holder behavior, and adoption trends remain intact, indicating that the structural story has not weakened.Correction or Beginning of Deeper Bear Phase?Historically, Bitcoin has endured multiple drawdowns of 30%-60% even during long-term bull cycles before climbing to new highs. The present fall, by that metric, still resembles a cycle correction rather than a structural breakdown. However, near-term volatility is likely to persist until the market finds a firm base.Bottom LineThe Bitcoin crash today reflects the intersection of tight liquidity, slowing institutional flows, leverage-driven liquidations, and profit booking after an extended rally. For investors tracking the bigger picture, the key question is whether Bitcoin will recover after today’s crash.If past cycles are any guide, the answer will depend less on short-term price action and more on when liquidity, confidence, and large capital return to the market.You May Also LikeBitcoin Price Holds at $67,000 as Market Waits for BreakoutBitcoin Price Prediction 2026-2030: Can the Digital Gold Outpace Fiat WeaknessBitcoin Under Attack? The Hong Kong Fund ControversyFAQs1. Why is Bitcoin crashing now?Bitcoin is falling due to tighter global liquidity, delayed rate-cut expectations, weaker ETF inflows, profit booking, and cascading liquidations after key technical support levels broke in the derivatives-heavy crypto market.2. How much did Bitcoin go down today?Bitcoin dropped several percentage points intraday, slipping below crucial support zones and extending its recent correction. Exact losses vary by exchange, but the decline reflects heavy selling and long-position liquidations.3. Did Tesla dump 75% of its Bitcoin?There is no fresh confirmed disclosure that Tesla sold 75% of its Bitcoin today. Market rumours often resurface during volatility, but official filings remain the only reliable source for such claims.4. What happened to BTC right now?BTC is experiencing high volatility with rapid price swings, rising liquidations, cautious institutional flows, and risk-off sentiment. Traders are watching macro signals and key support levels for short-term direction.5. Is this a good time to buy Bitcoin?Buying now depends on risk tolerance and time horizon. Many investors wait for price stabilisation, stronger support formation, and clearer macro trends instead of entering during sharp, liquidation-driven declines.

Scratch: Block-based coding platform where kids create interactive stories, animations, and games while learning computational thinking without syntax pressure through playful experimentation.Tynker: Structured game-driven lessons teach coding fundamentals, robotics, and AI concepts with puzzles, Minecraft modding, and guided learning paths for different ages.CodeSpark Academy: Word-free interface uses puzzles and storytelling to teach programming logic, sequencing, loops, and problem-solving for pre-readers and early learners effectively.Hopscotch: iPad-focused visual programming app enabling children to design games, learn variables, and understand event-based coding through creative building challenges.Kodable: Curriculum-aligned platform introducing programming concepts through maze games, JavaScript progression, and classroom-ready lesson plans for elementary school learners.Lightbot: Puzzle-based gameplay teaches sequencing, procedures, and loops using a robot character, strengthening logical thinking without requiring prior coding knowledge.Mimo: Bite-sized lessons gamify Python, JavaScript, and web development with streaks, challenges, and real-time feedback for older kids and teenagers learning independently.Roblox Studio: Game creation platform where kids learn Lua scripting, 3D design, and digital entrepreneurship by building and publishing their own playable experiences.Swift Playgrounds: Apple’s interactive environment teaches Swift through puzzles and real-world app development concepts, bridging beginner learning with professional programming pathways.Read More StoriesJoin our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp

Developers have started deploying AI agents to defend smart contracts after crypto hackers stole more than US$3.4bn from blockchain platforms in 2025. Three major breaches caused nearly 70% of total losses. The largest incident targeted Bybit and drained about US$1.4bn. Security teams now shift toward automated protection as smart contracts manage over US$100bn in digital assets.Massive Breaches Expose Weak CodeThe losses from the attacks in 2025 were concentrated in a few large-scale breaches rather than scattered across multiple attacks. Three incidents accounted for almost 70% of the stolen funds. The Bybit exchange hack ranked among the biggest crypto thefts ever recorded.Smart contracts now control billions in decentralized finance activity. These automated programs manage more than US$100bn in open-source digital assets. Any coding error directly impacts real funds belonging to institutions and retail investors.Developers understand that weak smart contract code poses a direct financial risk. Hackers can exploit flaws that audits sometimes fail to detect. The scale of losses in 2025 revealed the vulnerability of blockchain systems when attackers identify gaps.Security teams face growing pressure under such circumstances. Manual audits take significant time and require high costs. Meanwhile, live contracts encounter new attack patterns that did not exist during earlier code reviews.AI Agents Enter the Defense LayerInstead of waiting for scheduled audits, developers are turning to AI agents for continuous monitoring. These systems analyze smart contract code and detect vulnerabilities before attackers can exploit them. AI agents also suggest fixes before deployment.OpenAI now works with Paradigm and OtterSec to test AI agents in real blockchain environments. Through EVMbench, researchers evaluate whether AI systems can detect and respond to vulnerabilities inside live smart contract spaces.EVMbench simulates real-world blockchain conditions. It allows AI agents to uncover weaknesses and attempt automated remediation. It also tests whether artificial intelligence systems can behave like attackers while identifying flaws.This shift reflects the slow turn away from static security reviews. Developers pursue dynamic monitoring models that scan contracts throughout their lifecycle, which ensures that protection continues after deployment.Read More: BlackRock ETH Slips Below $2,000 as ETHB Staking ETF NearsCurrent AI agent systems exploit more than 70% of vulnerabilities during testing. Earlier AI models could achieve only less than 20% success. Machines scan code faster and test multiple attack paths without any direct input from humans.Attackers also adopt AI-driven tools to scan large codebases and simulate attack strategies automatically. Consequently, defensive systems need to keep evolving at the same pace.AI’s Expanding Role in Crypto FinanceExperts now say AI agents may soon manage financial tasks directly. These systems could move funds, approve transactions, and interact with contracts autonomously. American technologist Jeremy Allaire stated that billions of AI agents may use stablecoins to send and receive blockchain payments. Changpeng Zhao, founder and former Binance CEO, also said crypto could become the native payment layer for artificial intelligence (AI) systems.These projections place AI agents at the center of blockchain finance. As machines interact directly with contracts, they operate in environments where real money moves instantly. Could automated agents soon control large portions of decentralized finance?Industry leaders also raise safety concerns. Dragonfly managing partner, Haseeb Qureshi, noted that many users worry about sending funds to the wrong address or approving harmful transactions. Even small errors could trigger irreversible and huge losses.Qureshi proposed AI-operated wallets that interact with blockchain networks on behalf of users. Such systems could reduce complexity and limit costly mistakes. Developers must continue to address governance, accountability, and oversight challenges as integration of artificial intelligence expands.AI agents do not offer complete protection. Developers must combine automation with human validation to ensure secure deployment. Nevertheless, blockchain security strategies now rely heavily on machine learning as threats continue to evolve.Conclusion Crypto hackers stole over US$3.4bn in 2025, with most losses tied to a few major breaches. Developers started deploying AI agents to monitor smart contracts that manage over US$100bn in digital assets. Tools like EVMbench test detection and fixes under real market conditions. Stronger security seems to depend on continuous defense and careful oversight.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp

AI and machine learning engineering for deploying scalable production financial intelligence systems.Real-time streaming analytics expertise for payments monitoring and algorithmic fraud detection environments.Cloud-native data architecture across AWS, Azure, and GCP multi-cloud production ecosystems.MLOps skills for model deployment, monitoring, governance, and continuous performance optimisation.Advanced SQL and data engineering for handling complex high-volume financial datasets efficiently.Cybersecurity fundamentals integrated with data science for secure fintech platform development.Explainable AI implementation to meet regulatory transparency and ethical decision-making requirements.Financial domain knowledge combined with analytics for smarter risk and product strategies.Prompt engineering for training, controlling, and auditing autonomous enterprise financial AI agents.Read More StoriesJoin our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp

OverviewAI Impact Summit 2026 brought together global leaders, tech companies, policymakers, and researchers to promote responsible AI development.The summit emphasized collaboration, inclusive innovation, and ethical AI frameworks under the IndiaAI Mission.Through initiatives like the AI for All Global Impact Challenge, the event focused on long-term public good and equitable access to AI.Artificial intelligence is rapidly developing. From medical diagnosis to financial solutions and climate change models, AI has become an essential component in the formation of economies and societies. With the growing impact of AI, the concerns regarding accountability, equity, transparency, and governance are also increasing.The AI Impact Summit 2026, organized in New Delhi as a part of the India AI Mission, is an important milestone in the global discourse on AI. The summit revolves around the theme “AI for All.”Collaborative Responsible AI Grabs HeadlinesModern innovations have brought AI systems out of laboratories and into niche applications. AI is now used in almost every sector. It significantly contributes to hiring decisions, judicial assessments, education systems, and public policies. With such multiple applications, the risk of bias, exclusion, and misuse becomes a global challenge rather than a local issue.The summit reinforced a powerful idea: responsible AI cannot be built in isolation within a silo. Governments of powerful countries must work with private companies to make the idea a reality. Researchers must coordinate with regulators. AI risks cannot be addressed without a shared framework and international cooperation. At the AI Impact Summit 2026, leaders have stressed that the digital divide must not become an AI divide. Emerging economies require computing power, training resources, and data infrastructure to participate in AI innovation. The summit has established that responsible AI is not only about ethics but also about equitable access and inclusive growth.Collaboration also ensures accountability. If multiple stakeholders participate in shaping standards, the policies will be more transparent, adaptable, and reflective of diverse social realities.Also Read: India AI Impact Summit 2026: PM Modi Tests Sarvam AI Smartglasses, First Hardware to Launch in May 2026What the Summit Brings to the TableThe AI Impact Summit 2026 has gone beyond a forum for discussion. It has turned into a launchpad for partnerships, investments, and real-world initiatives.The main highlight of the summit involves the AI for All Global Impact Challenge. This has invited innovators to design AI solutions to address issues across sectors such as healthcare, agriculture, and education. The initiative aims to determine AI’s potential beyond commercial tools. Most global technology leaders have echoed a similar sentiment. Sundar Pichai, CEO of Google, mentioned, “To build AI that is truly helpful for everyone, we must pursue it boldly, approach it responsibly, and work through this defining moment together.” According to him, this approach can improve billions of lives if developed thoughtfully andinclusively. This remark highlights the need for investment in AI skills and digital infrastructure to prevent global disparities.Maintaining almost a similar tone, researcher and AI pioneer, Demis Hassabis, stated, “There is enormous change ahead, and it’s still to be determined how we can ensure it benefits the whole world. I believe the main way to do this is by taking a scientific approach: using the scientific method to understand what these systems can do, building robust guardrails and monitoring systems, and ensuring these systems serve the purposes we intend.”The summit also offered discussions between policymakers and industry leaders on regulatory alignment. The participants have almost unanimously agreed that regulations shouldn’t be a barrier but should lay the foundation for trust, ensuring long-term AI adoption.Challenges on the HorizonThe summit has presented multiple ambitious visions; still, the road to responsible AI is complex. Countries differ in regulatory philosophies, economic priorities, and data governance norms. These perspectives require diplomacy and trust-building. Secondly, there are concerns about the concentration of power. Only a handful of companies possess the necessary AI infrastructure and model development. Broader participation is required to handle this issue, as it helps maintain fairness and transparency.Additionally, fast-paced AI deployment often outpaces policy adaptation. Governments must design flexible regulatory systems that evolve with technological breakthroughs. If governance fails, even well-intended frameworks can collapse. Lastly, standards are necessary for the ethical development of AI. Developers need to incorporate transparency, fairness, and accountability to deal with the challenges associated with the deployment of AI.Also Read: India AI Impact Summit 2026: Gnani.ai Launches India’s First Voice-to-Voice AI System ‘5B Inya VoiceOS’Conclusion: Building a Shared AI FutureThe AI Impact Summit 2026 has evidently showcased that responsible AI isn’t a distant thing. It is an active and collaborative process. If global leaders, technologists, and policymakers align around a unified vision, ethical innovation is possible. Initiatives such as the Global Impact Challenge and strong leadership commitments position India as one of the central voices shaping AI governance. The event positioned India as a central voice in shaping inclusive AI governance. However, sustainability depends on continuous conversations, regulatory innovation, and equitable access to AI resources.For more information about The AI Impact Summit 2026, check out our live blog!You May Also LikeAI Impact Summit 2026: IT Jobs at Risk as AI Adoption Accelerates, Warns Vineet NayarAI Impact Summit 2026: India Hosts 2,500 Young Innovators at YUVAi Global Youth ChallengeAI Impact Summit 2026: PM Modi Hails India's Rising AI AmbitionsFAQsWhat is AI Impact Summit 2026?Ans: AI Impact Summit 2026 is a global gathering held in New Delhi under the IndiaAI Mission, focused on promoting responsible AI, inclusive innovation, and international collaboration.What does “AI for All” mean?Ans: “AI for All” highlights the goal of making artificial intelligence accessible, inclusive, and beneficial for every community, especially emerging and developing economies.Who participated in the summit?Ans: The summit brought together global policymakers, researchers, technology leaders like Sundar Pichai, startups, and civil society representatives to shape ethical AI frameworks.What is the Global Impact Challenge?Ans: The AI for All Global Impact Challenge encourages innovators to build AI-driven solutions to address challenges in healthcare, agriculture, sustainability, and education.Why is collaboration important in AI development?Ans: Collaboration ensures shared governance, reduces bias, promotes transparency, and prevents widening the global digital divide in AI access and infrastructure.Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp

Senior delegation led by CEO Richard Marko includes leaders from government affairs, AI systems, enterprise solutions, and APACESET is the only European cybersecurity vendor at the summitNew Delhi, India — 18 February 2026 — ESET, a global leader in cybersecurity solutions, will participate in the India AI Impact Summit 2026 with a delegation led by CEO Richard Marko and senior leaders, reinforcing the strategic importance of India as a key growth market for the company. Visitors can connect with ESET’s cybersecurity experts at Booth 5.14 to explore enterprise-grade security solutions, live demonstrations, and practical insights on securing AI-enabled environments. Notably, ESET is the only European cybersecurity vendor participating in the summit, bringing a distinct European perspective on secure, responsible, and compliant AI adoption.ESET’s visiting delegation includes global visionary Richard Marko, Chief Executive Officer; Martin Talian, Chief of Corporate Solutions; Andrew Lee, Vice President, Government Affairs; Juraj Janoksik, Director of Artificial Intelligence; and Parvinder Walia, President of the Asia Pacific Region. The senior leadership team will engage with stakeholders across government, enterprise, and the media on the evolving role of AI and cybersecurity in India.ESET’s participation reflects a sustained and strategic engagement with India’s rapidly expanding digital economy. In recent years, the company has strengthened its presence in the market through deeper enterprise adoption, increased engagement with the public sector, and the continued expansion of its partner ecosystem. These efforts are focused on supporting organisations as they address rising cyber risk alongside accelerated digital transformation and AI adoption, underscoring ESET’s long-term commitment to India beyond individual initiatives or events.“India represents one of the most dynamic digital economies in the world, where scale, innovation, and AI adoption are converging to redefine how organisations operate and grow. As this transformation accelerates, cybersecurity must be seen not as a safeguard, but as a strategic enabler of progress and trust. Our vision is to help power India’s digital future with prevention-first, intelligence-driven security that allows innovation to thrive without compromise. By deepening our local investments and partnerships, and engaging in platforms like the India AI Impact Summit, we are reaffirming our long-term commitment to supporting India’s rise as a global digital leader — securely, responsibly, and sustainably,” said Parvinder Walia, President of the Asia Pacific Region at ESET.As part of its engagements around the Summit, ESET will also host a closed-door executive session on 19 February bringing together selected enterprise leaders for focused discussions on AI adoption, cyber risk, and enterprise resilience. The session will provide a forum for organisations to exchange perspectives on securing AI-enabled environments and managing emerging threats across increasingly complex IT infrastructures. The session will provide a private forum for organisations to exchange perspectives on securing AI-enabled environments and navigating emerging threats in complex IT infrastructures.Headquartered in Europe, ESET is a trusted cybersecurity provider across the European Union and globally, operating in alignment with GDPR and stringent European data protection and security standards. This experience is increasingly relevant as India advances its own data protection frameworks, AI governance discussions, and digital infrastructure resilience. ESET brings practical expertise from highly regulated environments, helping organisations balance innovation, compliance, and cyber resilience at scale.For more information, please visit https://www.eset.com/in/business/ai-impact-summit-2026Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp