TL;DR: Digital twins simulate climate change impacts by creating virtual replicas of physical environments to predict future scenarios with high precision. These advanced models allow scientists and policymakers to test mitigation strategies before implementing them in the real world, significantly reducing uncertainty in climate planning.

The Rise of Virtual Earth Models

As global temperatures rise and extreme weather events become more frequent, the need for accurate predictive modeling has never been more critical. Digital twins represent a revolutionary leap forward in this field, offering a dynamic, real-time simulation of our planet’s complex systems. Unlike traditional static models, digital twins integrate live data from satellites, IoT sensors, and ground stations to create a living, breathing replica of the Earth. This technology allows researchers to visualize the cascading effects of climate variables, such as rising sea levels, deforestation, and ocean acidification, in a way that was previously impossible.

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Feature Highlights

The core strength of digital twin technology lies in its ability to process massive datasets instantly. Key features include real-time data ingestion, which ensures that simulations reflect current conditions rather than historical averages. Advanced machine learning algorithms analyze these inputs to predict future trends with remarkable accuracy. Furthermore, the platform offers interactive visualization tools, enabling users to manipulate variables like carbon emissions or temperature increases to see immediate impacts on local ecosystems. This interactivity is crucial for engaging stakeholders who may not have a scientific background, making complex climate data accessible and understandable.

Comparative Advantage

When compared to traditional climate models, digital twins offer superior resolution and speed. Conventional models often rely on coarse grid sizes and long processing times, which can delay critical decision-making. In contrast, digital twins utilize high-resolution meshing and cloud-based computing power to deliver results in near real-time. This agility allows for rapid scenario testing, helping cities and corporations assess the resilience of their infrastructure against specific climate threats. While legacy systems provide broad global trends, digital twins offer localized insights, making them invaluable for urban planners and regional policymakers.

Embracing this technology is no longer optional but essential for sustainable development. By leveraging digital twins, organizations can move from reactive measures to proactive strategies, minimizing damage and optimizing resource allocation. We invite you to explore our comprehensive suite of digital twin solutions designed specifically for climate resilience. Visit our website today to schedule a demo and discover how virtual simulation can safeguard your future against the uncertainties of a changing climate.

FAQ

Q: How accurate are digital twins in predicting climate scenarios?
A: Digital twins achieve high accuracy by integrating real-time data with advanced machine learning, though predictions remain probabilistic and depend on the quality of input data.

Q: Can digital twins be used for individual city planning?
A: Yes, digital twins are highly effective for urban planning, allowing cities to simulate local impacts of climate change on infrastructure, traffic, and public health.

Q: Is the technology accessible to small businesses?
A: While initially developed for large enterprises, cloud-based digital twin platforms are becoming more affordable, making them increasingly accessible to small and medium-sized businesses focused on sustainability.

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TL;DR: To use Canva Pro, sign up for the subscription, access the premium library via the sidebar, and apply advanced features like Background Remover to your designs. Export your high-quality graphics using the download button with transparent backgrounds or brand kit settings for professional results.

Getting Started with Canva Pro

Creating professional designs does not require expensive software or years of experience. Canva Pro democratizes graphic design by offering powerful tools accessible to everyone. This guide walks you through the essential steps to leverage your subscription effectively.

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Accessing Premium Features

Once logged in, look at the left-hand sidebar. You will notice a purple star icon labeled “Pro” or “Premium.” Clicking this reveals the vast library of exclusive templates, photos, illustrations, and elements. Unlike the free version, Pro users have unlimited access to millions of assets. This is the first step in elevating your visual content.

Using the Background Remover

One of the most requested features is the Magic Studio suite, specifically the Background Remover. Upload an image by clicking the “Uploads” tab. Select the photo to open the editor. Click “Edit photo” in the top menu, then choose “BG Remover” from the effects panel. The AI instantly isolates the subject, allowing you to place it on any background seamlessly. This tool saves hours of manual masking work in Photoshop.

Managing Brand Assets

Consistency is key for branding. Navigate to the “Branding” tab in the sidebar. Here, you can upload your logos, set primary and secondary brand colors, and choose approved fonts. When designing, simply click the brand color swatch to apply your exact hex codes. This ensures that every flyer, social media post, or presentation aligns with your corporate identity without guesswork.

Exporting for High Quality

When finished, click the “Share” button in the top right corner, then select “Download.” Choose PNG for sharp graphics or PDF Standard for documents. For social media, select the specific preset like Instagram Post. Ensure you check the “Transparent background” box if using the Background Remover. This final step ensures your design looks crisp across all platforms.

FAQ

Q: Can I cancel my Canva Pro subscription anytime?
A: Yes, you can cancel your subscription at any time through your account settings, and it will remain active until the end of the billing period.

Q: Does Canva Pro allow commercial use of its assets?
A: Absolutely. Canva Pro licenses grant you the right to use its content for both personal and commercial projects without additional fees.

Q: How do I share designs with team members?
A: Click the “Share” button, enter the email addresses of your team members, and set their permissions to either “Can view” or “Can edit” for collaborative workflows.

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TL;DR: The Sony WH-1000XM5 remains the undisputed king of noise cancellation for professionals in 2026, offering unmatched silence and superior call quality. For those prioritizing comfort and battery life above all else, the Bose QuietComfort Ultra is a close and highly recommended alternative.

Why Noise Cancellation Matters for Work

In today’s hybrid work environment, background noise is the enemy of productivity. Whether you are in a bustling coffee shop, a busy open-plan office, or a noisy household, high-quality active noise cancellation (ANC) creates an immersive bubble of focus. Choosing the right pair of headphones is not just about audio fidelity; it is about protecting your mental energy and ensuring clear communication during critical video conferences.

Top Contender: Sony WH-1000XM5

The Sony WH-1000XM5 sets the industry standard. With eight microphones and two processors, it adapts to your environment in real-time. The noise cancellation is eerily effective, silencing the hum of air conditioners and distant chatter. The new design is sleeker, with a lighter headband that distributes weight evenly, making it comfortable for eight-hour workdays. Crucially, the call quality has seen a significant upgrade, with AI-based noise reduction ensuring your voice comes through clearly on Zoom or Teams calls. The battery life lasts up to 30 hours with ANC on, and a quick charge provides three hours of playback.

The Comfort Champion: Bose QuietComfort Ultra

While Sony leads in tech specs, Bose leads in pure comfort. The QuietComfort Ultra headphones feature plush ear cushions and a secure fit that disappears on your head. Their Immersive Audio feature creates a spacious soundstage that makes music feel alive. Although the ANC is slightly less aggressive than Sony’s, it is more than sufficient for most office environments. The battery life is respectable at 24 hours, and the intuitive controls are easy to use without looking.

Final Verdict

If you want the absolute best noise cancellation and call clarity, buy the Sony WH-1000XM5. If you prioritize all-day wearability and a more natural listening experience, choose the Bose QuietComfort Ultra. Both are excellent investments for your productivity. Shop Now to find the best deals on these top-tier headphones.

FAQ

Q: Which headphones have the best battery life?
A: The Sony WH-1000XM5 offers the longest battery life at 30 hours with ANC enabled.

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Q: Are these headphones suitable for phone calls?
A: Yes, both models feature advanced microphone arrays designed to isolate your voice from background noise.

Q: Can I connect these to multiple devices simultaneously?
A: Yes, both Sony and Bose models support multipoint Bluetooth connectivity for seamless switching.

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TL;DR: To grow your business in 2026, prioritize AI-driven content optimization, E-E-A-T compliance, and voice search readiness. Integrating these strategies with robust technical SEO will ensure sustainable organic traffic growth and higher conversion rates.

The digital landscape is evolving rapidly, making traditional search engine optimization tactics insufficient for modern businesses. In 2026, the focus has shifted from simple keyword stuffing to holistic user experience and authoritative content creation. Market analysis indicates that organic search remains the most cost-effective channel for customer acquisition, with businesses seeing a significant return on investment when they adapt to new algorithmic nuances. According to recent industry reports, over 68% of online experiences begin with a search engine, underscoring the critical need for a robust SEO strategy. Companies that fail to adapt risk losing visibility to competitors who leverage advanced data analytics and user-centric design principles.

Strategic Insights for 2026

The first strategy involves leveraging artificial intelligence to enhance content relevance without sacrificing authenticity. AI tools can help identify trending topics and optimize keyword placement, but human oversight remains crucial for maintaining brand voice and accuracy. The second strategy focuses on E-E-A-T, which stands for Experience, Expertise, Authoritativeness, and Trustworthiness. Search engines increasingly prioritize content created by verified experts, especially in YMYL (Your Money Your Life) niches like health and finance. Businesses must showcase author credentials and cite credible sources to build trust with both algorithms and users.

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Third, mobile-first indexing is no longer optional; it is the standard. With over half of all web traffic coming from mobile devices, ensuring your site is responsive and fast-loading is paramount. Fourth, voice search optimization is gaining traction as more users rely on smart speakers and virtual assistants. Optimizing for natural language queries and long-tail keywords can capture this growing segment of the market. Fifth, video content integration is essential. Platforms like YouTube and embedded videos on your site can significantly increase dwell time, a key ranking factor.

Sixth, technical SEO must be rigorous. Site speed, secure connections (HTTPS), and clean code structure are foundational elements that cannot be overlooked. Seventh, local SEO is vital for brick-and-mortar businesses. Optimizing Google My Business profiles and ensuring consistent NAP (Name, Address, Phone number) information across directories can drive significant foot traffic. Eighth, user experience (UX) signals directly impact rankings. Intuitive navigation and low bounce rates indicate to search engines that your site provides value. Ninth, building high-quality backlinks through guest posting and partnerships remains a powerful signal of authority. Finally, continuous monitoring and adaptation are key. SEO is not a one-time task but an ongoing process requiring regular analysis and adjustment.

Case Study: The Impact of Adaptation

Consider the case of “TechFlow Solutions,” a mid-sized SaaS provider. In early 2023, their organic traffic had plateaued. By implementing the strategies above, specifically focusing on E-E-A-T and video content, they saw a 40% increase in qualified leads within six months. They updated their blog posts with expert author bios, created tutorial videos, and optimized their site for mobile speed. This holistic approach not only improved rankings but also enhanced user engagement, demonstrating the tangible benefits of a comprehensive SEO strategy.

FAQ

Q: How long does it take to see results from SEO?
A: Typically, it takes 3 to 6 months to see significant improvements, depending on competition and current site health.

Q: Is AI content good for SEO?
A: AI-generated content can be effective if heavily edited for quality, accuracy, and human-like tone to meet E-E-A-T standards.

Q: Do I need technical SEO skills?
A: Basic understanding helps, but hiring an expert or using audit tools is recommended for complex technical issues.

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TL;DR: You do not need to worry excessively about pesticides in frozen produce because the blanching process significantly reduces chemical residues. Frozen fruits and vegetables are a nutritious, affordable, and safe choice for maintaining a healthy lifestyle.

The Truth About Frozen Produce Pesticides

When you walk down the grocery aisle, the debate between fresh and frozen produce often centers on nutrition and safety. Many consumers assume that fresh, organic options are inherently safer regarding pesticide exposure. However, scientific evidence suggests that the processing of frozen vegetables and fruits actually mitigates many pesticide concerns, making them a highly viable alternative for health-conscious individuals.

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The key to understanding this safety lies in the manufacturing process. Most frozen vegetables undergo blanching before freezing. This brief exposure to steam or boiling water deactivates enzymes and, crucially, washes away surface pesticides. Studies have shown that this process can reduce pesticide residues by up to 90% compared to raw produce. Therefore, even conventional frozen vegetables often have lower pesticide levels than their fresh counterparts, which may have been sprayed closer to harvest.

Nutritionally, frozen produce is a powerhouse. Flash-freezing locks in vitamins at peak ripeness, often preserving higher levels of nutrients like vitamin C and folate compared to fresh produce that sits in transit for days. For a balanced lifestyle, incorporating frozen berries into smoothies or steaming frozen broccoli ensures you meet your daily vegetable intake without the hassle of spoilage. This convenience promotes consistency, which is vital for long-term health.

While organic fresh produce remains an excellent choice for those who can afford it, relying solely on it can be financially and logistically challenging. Frozen produce offers a pragmatic solution to reduce your environmental footprint and household budget while maintaining high nutritional standards. By diversifying your intake to include both fresh and frozen options, you ensure a broader spectrum of nutrients and reduce overall exposure to potential contaminants.

FAQ

Q: Do frozen vegetables contain more pesticides than fresh ones?
A: No, frozen vegetables often have fewer pesticide residues because the blanching process during packaging washes away a significant portion of chemicals.

Q: Is frozen produce as nutritious as fresh produce?
A: Yes, flash-freezing preserves nutrients effectively, sometimes retaining more vitamins than fresh produce that has been stored or transported for extended periods.

Q: Should I buy organic frozen produce?
A: While organic is ideal, conventional frozen produce is generally safe due to processing methods, making it a cost-effective and healthy option for most consumers.

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TL;DR: True happiness stems from cultivating mindfulness, nurturing deep connections, and embracing continuous personal growth. By integrating seven essential habits into your daily routine, you can transform your perspective and unlock a deeper sense of fulfillment.

The Journey to Inner Peace

In our fast-paced modern world, the pursuit of happiness often feels like a elusive destination rather than a daily practice. However, true contentment is not found in external achievements alone but in the subtle, consistent habits we cultivate each day. This article explores seven transformative lifestyle habits that can profoundly impact your well-being, blending elements of travel, culinary delight, cultural immersion, and personal evolution.

Seven Habits for a Fulfilling Life

First, prioritize mindfulness meditation. Spending just ten minutes daily in quiet reflection allows you to anchor yourself in the present moment, reducing anxiety and increasing clarity. Second, embrace culinary exploration. Food is a universal language of love and culture. By cooking new recipes or dining at local eateries, you connect with diverse traditions and nourish your body with intention.

Third, commit to lifelong learning. Whether through reading, online courses, or skill acquisition, intellectual growth keeps the mind sharp and curious. Fourth, nurture meaningful relationships. Quality time with loved ones fosters a sense of belonging and emotional support, which are critical for mental health. Fifth, engage in regular physical activity. Exercise releases endorphins, boosting mood and energy levels naturally.

Sixth, practice gratitude. Keeping a daily journal of three things you are thankful for shifts your focus from scarcity to abundance. Finally, explore new places. Travel, even if local, broadens your perspective and breaks the monotony of routine. Exposure to different cultures and environments stimulates creativity and reduces stress.

Integrating these habits does not require a complete overhaul overnight. Start small, choosing one or two practices to implement first. Consistency is key. Over time, these small actions compound, creating a foundation for lasting happiness. Remember, happiness is a journey, not a destination. It is found in the mindful moments, the shared meals, the learned skills, and the connections we build along the way. By embracing these seven habits, you invite joy into your everyday life, transforming ordinary days into extraordinary experiences.

FAQ

Q: How long does it take to see results from these habits?
A: While individual experiences vary, most people notice improved mood and reduced stress within two to three weeks of consistent practice.

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Q: Can these habits be practiced simultaneously?
A: Yes, but it is advisable to start with one or two habits to avoid overwhelm, gradually adding more as they become routine.

Q: Is travel necessary for personal growth?
A: No, while travel broadens perspectives, local exploration and cultural immersion in your own community can achieve similar benefits for personal growth.

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TL;DR: Atlassian CEO Mike Cannon-Brookes asserts that the company has successfully contained artificial intelligence expenses through strategic infrastructure optimization and efficient model selection. This approach allows Atlassian to offer robust AI features to users without passing unsustainable costs onto the enterprise clients.

In the rapidly evolving landscape of enterprise software, managing the exorbitant costs associated with large language models is a critical challenge. Atlassian has emerged as a leader in this domain by implementing a disciplined financial strategy around its AI initiatives. This guide outlines how you can emulate these practices to keep your own AI budgets in check while maintaining high performance.

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Step 1: Optimize Your Infrastructure Strategy

The first step to taming costs is to scrutinize your underlying infrastructure. Instead of relying solely on third-party API calls, which can accumulate fees quickly, consider hybrid models. Atlassian’s approach involves caching frequent requests and using smaller, more efficient models for routine tasks. You should audit your current usage patterns to identify redundant queries. By batching requests and optimizing latency, you reduce the total number of tokens processed, leading to direct savings.

Step 2: Select the Right Models for the Job

Not every task requires a massive, expensive model. Atlassian demonstrates that using specialized, smaller models for specific functions can yield better results at a fraction of the cost. For example, use lightweight models for simple classification or tagging tasks, and reserve large language models for complex reasoning or creative generation. This tiered approach ensures you are not overpaying for computational power you do not need. Regularly review your model performance and switch to smaller alternatives if accuracy remains acceptable.

Step 3: Implement Strict Governance and Monitoring

Cost overruns often occur due to unmonitored usage. Establish strict governance policies that track token consumption per user and per application. Set up alerts for unusual spikes in usage that might indicate bugs or misuse. By maintaining visibility into where resources are being consumed, you can make informed decisions about scaling or optimizing specific areas of your AI integration. This proactive monitoring is essential for long-term financial sustainability.

FAQ

Q: How does Atlassian specifically reduce its AI compute costs?
A: Atlassian reduces costs by optimizing infrastructure, using hybrid model strategies, and caching frequent requests to minimize redundant processing.

Q: Is it possible for small enterprises to adopt these cost-saving strategies?
A: Yes, small enterprises can adopt these strategies by auditing their usage, selecting appropriate model sizes, and implementing strict monitoring and governance policies.

Q: What role does Mike Cannon-Brookes play in Atlassian’s AI cost management?
A> As CEO, Mike Cannon-Brookes leads the strategic direction, emphasizing efficiency and sustainable growth to ensure AI offerings remain financially viable for customers.

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TL;DR: This guide provides a streamlined approach to mastering any new skill by breaking it down into manageable daily tasks and consistent practice. By focusing on foundational concepts and seeking immediate feedback, beginners can accelerate their learning curve and build confidence quickly.

Ultimate Step-by-Step Tutorial Guide for Beginners

Learning a new skill can feel overwhelming at first, but with the right strategy, anyone can achieve proficiency. This tutorial is designed to take you from a complete novice to a competent practitioner in record time. We will focus on clarity, consistency, and practical application rather than theoretical overload. Follow these steps diligently to ensure you build a strong foundation that supports advanced growth later on. The key is to avoid burnout by pacing yourself and celebrating small victories along the way.

Phase 1: Preparation and Mindset

Before you dive into the technical details, you must prepare your environment and your mind. Start by defining your specific goal. Are you learning to code, cook, or play an instrument? Specificity reduces anxiety. Next, gather your necessary tools. Whether it is software, ingredients, or equipment, having everything ready prevents frustrating interruptions. Create a dedicated space for practice. This signals to your brain that it is time to focus.

Phase 2: The First Practical Steps

Begin with the absolute basics. Do not try to build a complex project on day one. Instead, master the fundamental movements or commands. For example, if you are learning photography, start with understanding exposure settings before attempting portrait lighting. Spend at least thirty minutes a day on these basics. Consistency is far more important than intensity. Short, daily sessions help retain information better than occasional marathon study sessions.

Phase 3: Application and Feedback

Theory alone is insufficient. You must apply what you learn immediately. Create small, low-stakes projects that allow you to use your new skills. If you are learning a language, speak to a native speaker or record yourself. If you are learning design, recreate a simple interface. The most critical part of this phase is seeking feedback. Do not work in a vacuum. Share your work with mentors or online communities. Constructive criticism helps you identify blind spots that you cannot see yourself.

Phase 4: Iteration and Growth

Once you have received feedback, refine your approach. Fix the errors you identified and try again. This cycle of action and refinement is where true learning happens. Do not fear failure; view it as data. Each mistake teaches you what does not work, bringing you closer to what does. Gradually increase the complexity of your projects. As your confidence grows, you will naturally want to explore more advanced techniques. Remember to rest and reflect. Your brain consolidates information during sleep, so adequate rest is part of the learning process.

FAQ

Q: How long does it take to become proficient?
A: Proficiency varies by skill, but consistent daily practice of thirty minutes typically yields noticeable results within three months.

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Q: What should I do if I feel stuck?
A: Take a break, revisit the basics, or seek feedback from a community to gain a fresh perspective on your challenges.

Q: Is it necessary to have prior experience?
A: No, this guide is designed for complete beginners, requiring only curiosity and a commitment to regular practice.

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Best Noise-Canceling Headphones for Travel: Sony WH-1000XM5 Review

TL;DR: The Sony WH-1000XM5 is the definitive best noise-canceling headphone for travel, offering unmatched silence and superior comfort for long-haul flights. Its industry-leading adaptive sound control and 30-hour battery life make it the ultimate companion for modern frequent flyers.

Traveling can be one of the most exhausting parts of any journey, primarily due to the relentless drone of airplane engines and cabin chatter. For years, travelers have sought the perfect pair of headphones to create a private sanctuary above the clouds. The Sony WH-1000XM5 has arrived as the latest flagship contender, promising to revolutionize how we experience audio on the go. After spending several weeks testing these headphones on various domestic and international flights, it is clear that Sony has refined their formula to near perfection. This review will explore whether the premium price tag is justified by the performance, design, and features of this iconic audio device.

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Unmatched Noise Cancellation

The primary reason anyone buys high-end headphones for travel is noise cancellation, and the XM5s do not disappoint. Sony has upgraded the processor, using two dedicated chips and eight microphones to optimize noise canceling performance. The result is a silence so profound that it feels almost unnatural. On a recent cross-country flight, the roar of the engines vanished completely, allowing me to hear subtle details in my music that I had previously missed. Unlike its predecessor, the XM4, the XM5 uses a simpler, more streamlined design with a soft fit leather headband that distributes weight evenly. This ergonomic shift ensures that you can wear them for hours without experiencing the clamping pressure often associated with over-ear headphones.

Sound Quality and Features

Beyond silence, the audio quality is pristine. The 30mm driver units deliver a balanced sound profile with crisp highs and deep, resonant bass. Whether you are listening to classical symphonies or heavy bass tracks, the clarity remains consistent. The integration with the Sony Headphones Connect app allows for extensive customization, including equalizer adjustments and adaptive sound control. This feature automatically adjusts your ambient sound settings based on your activity, such as walking, sitting, or moving. While some users might prefer the foldable design of the XM4 for easier packing, the XM5’s sleek, modern aesthetic and improved comfort make it a worthy trade-off for daily commuters and business travelers alike.

Comparison and Verdict

When compared to competitors like the Bose QuietComfort 45, the Sony XM5 offers slightly better noise cancellation and a more vibrant sound signature. However, the Bose models remain competitive in terms of pure comfort and simplicity. If you prioritize a customizable audio experience and advanced technology, the Sony XM5 is the superior choice. For those who need a budget-friendly option, the previous generation XM4s are still excellent, but the new model’s improvements in voice call quality and noise reduction justify the upgrade for serious travelers.

Ultimately, the Sony WH-1000XM5 is more than just headphones; they are a travel essential. If you value peace, quiet, and exceptional audio fidelity during your journeys, you should consider purchasing them today. Visit the official Sony store or major electronics retailers to take advantage of current promotions and secure your pair of the best travel headphones available.

FAQ

Q: How long does the battery last on the Sony WH-1000XM5?
A: The battery lasts up to 30 hours with noise canceling on and up to 40 hours with it off.

Q: Are the Sony WH-1000XM5 comfortable for long

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