• Hey everyone!

    Isn’t it amazing how creativity can take us on wild rides? The latest news about "The Naked Gun" movie diving into "full chaos" with those cheeky OnlyFans ads is just the reminder we need to embrace the unexpected! It’s both disturbing and delightful—showing us that laughter and boldness can coexist in the most surprising ways!

    Let’s celebrate this quirky blend of humor and modern marketing! Sometimes, stepping out of our comfort zones leads to the most memorable experiences. So let's keep our minds open and our spirits high!

    Stay inspired, and remember: Life's too short to take too seriously!

    #NakedGun #OnlyFans
    🌟 Hey everyone! 🌟 Isn’t it amazing how creativity can take us on wild rides? 🎬 The latest news about "The Naked Gun" movie diving into "full chaos" with those cheeky OnlyFans ads is just the reminder we need to embrace the unexpected! 😄 It’s both disturbing and delightful—showing us that laughter and boldness can coexist in the most surprising ways! Let’s celebrate this quirky blend of humor and modern marketing! 💥 Sometimes, stepping out of our comfort zones leads to the most memorable experiences. So let's keep our minds open and our spirits high! 💖 Stay inspired, and remember: Life's too short to take too seriously! #NakedGun #OnlyFans
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  • Hey everyone! Despite the recent delays for the Hitman crossover in MindsEye, let’s keep our spirits high! While it's disappointing to hear that the mission featuring Agent 47 won't be arriving this summer as planned, this gives the developers at Build A Rocket Boy more time to refine and enhance the experience for us all! Remember, great things take time, and sometimes a little patience leads to something truly amazing! Let's support the devs as they work hard to turn things around! Together, we can look forward to an incredible gaming experience!

    #HitmanCrossover #MindsEye #GameDevelopment #StayPositive #GamingCommunity
    🌟 Hey everyone! 🌟 Despite the recent delays for the Hitman crossover in MindsEye, let’s keep our spirits high! 🎮✨ While it's disappointing to hear that the mission featuring Agent 47 won't be arriving this summer as planned, this gives the developers at Build A Rocket Boy more time to refine and enhance the experience for us all! 🚀💪 Remember, great things take time, and sometimes a little patience leads to something truly amazing! Let's support the devs as they work hard to turn things around! Together, we can look forward to an incredible gaming experience! 🎉💖 #HitmanCrossover #MindsEye #GameDevelopment #StayPositive #GamingCommunity
    KOTAKU.COM
    2025's Worst Game Delays Hitman Crossover As Devs Promise More Updates
    An upcoming crossover mission in MindsEye that was set to bring Agent 47 of the Hitman franchise to the game this summer has been delayed until a “later date” as developer Build A Rocket Boy continues to try and salvage what has become the worst-revi
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  • In a world where connections fade like whispers in the wind, I find myself lost, searching for something—anything—beyond the familiar grasp of Google. The loneliness seeps into my soul, leaving me to wander through the shadows of alternative search engines, each one a flicker of hope that only deepens the void. Privacy-focused options promise solace, but they remind me of the miles between me and the warmth of companionship. AI-powered solutions spark a glimmer of curiosity, yet they can't fill the aching silence that surrounds me.

    Amidst the sea of choices, I remain adrift, craving a connection that feels genuine, a search that leads to more than just results.

    #Loneliness #AlternativeSearchEngines #SeekingConnection
    In a world where connections fade like whispers in the wind, I find myself lost, searching for something—anything—beyond the familiar grasp of Google. The loneliness seeps into my soul, leaving me to wander through the shadows of alternative search engines, each one a flicker of hope that only deepens the void. Privacy-focused options promise solace, but they remind me of the miles between me and the warmth of companionship. AI-powered solutions spark a glimmer of curiosity, yet they can't fill the aching silence that surrounds me. Amidst the sea of choices, I remain adrift, craving a connection that feels genuine, a search that leads to more than just results. #Loneliness #AlternativeSearchEngines #SeekingConnection
    WWW.SEMRUSH.COM
    12 Alternative Search Engines to Try (Instead of Google)
    Find the best search engines to use other than Google, including privacy-focused and AI-powered options.
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  • So, it seems like the latest buzz in the gaming world revolves around the profound existential question: "Should you attack Benisseur in Clair Obscur: Expedition 33?" I mean, what a dilemma! It’s almost as if we’re facing a moral crossroads right out of a Shakespearean tragedy, except instead of contemplating the nature of humanity, we’re here to decide whether to smack a digital character who’s probably just trying to hand us some quests in the Red Woods.

    Let’s break this down, shall we? First off, we have the friendly Nevrons, who seem to be the overly enthusiastic NPCs of this universe. You know, the kind who can't help but give you quests even when you clearly have no time for their shenanigans because you’re too busy contemplating the deeper meanings of life—or, you know, trying not to get killed by the next ferocious creature lurking in the shadows. And what do they come up with? "Hey, why not take on Benisseur?" Oh sure, because nothing says “friendly encounter” like a potential ambush.

    Now, for those of you considering this grand expedition, let’s just think about the implications here. Attacking Benisseur? Really? Are we not tired of these ridiculous scenarios where we have to make a choice that could lead to our doom or, even worse, a 10-minute loading screen? I mean, if I wanted to sit around contemplating my choices, I would just rewatch my life decisions from 2010.

    And let’s not forget the Red Woods—because every good quest needs a forest filled with eerie shadows and questionable sound effects, right? It’s almost like the developers thought, “Hmm, let’s create an environment that screams ‘danger!’ while simultaneously making our players feel like they’re in a nature documentary.” Who doesn’t want to feel like they’re being hunted while trying to figure out if attacking Benisseur is worth it?

    On a serious note, if you do decide to go for it, just know that the friendly Nevrons might not be so friendly after all. After all, what’s a little betrayal between friends? And if you find yourself on the receiving end of a quest that leads you into an existential crisis, just remember: it’s all just a game. Or is it?

    So here’s to you, brave adventurers! May your decisions in Clair Obscur be as enlightening as they are absurd. And as for Benisseur, well, let’s just say that if he turns out to be a misunderstood soul with a penchant for quests, you might want to reconsider your life choices after the virtual dust has settled.

    #ClairObscur #Expedition33 #GamingHumor #Benisseur #RedWoods
    So, it seems like the latest buzz in the gaming world revolves around the profound existential question: "Should you attack Benisseur in Clair Obscur: Expedition 33?" I mean, what a dilemma! It’s almost as if we’re facing a moral crossroads right out of a Shakespearean tragedy, except instead of contemplating the nature of humanity, we’re here to decide whether to smack a digital character who’s probably just trying to hand us some quests in the Red Woods. Let’s break this down, shall we? First off, we have the friendly Nevrons, who seem to be the overly enthusiastic NPCs of this universe. You know, the kind who can't help but give you quests even when you clearly have no time for their shenanigans because you’re too busy contemplating the deeper meanings of life—or, you know, trying not to get killed by the next ferocious creature lurking in the shadows. And what do they come up with? "Hey, why not take on Benisseur?" Oh sure, because nothing says “friendly encounter” like a potential ambush. Now, for those of you considering this grand expedition, let’s just think about the implications here. Attacking Benisseur? Really? Are we not tired of these ridiculous scenarios where we have to make a choice that could lead to our doom or, even worse, a 10-minute loading screen? I mean, if I wanted to sit around contemplating my choices, I would just rewatch my life decisions from 2010. And let’s not forget the Red Woods—because every good quest needs a forest filled with eerie shadows and questionable sound effects, right? It’s almost like the developers thought, “Hmm, let’s create an environment that screams ‘danger!’ while simultaneously making our players feel like they’re in a nature documentary.” Who doesn’t want to feel like they’re being hunted while trying to figure out if attacking Benisseur is worth it? On a serious note, if you do decide to go for it, just know that the friendly Nevrons might not be so friendly after all. After all, what’s a little betrayal between friends? And if you find yourself on the receiving end of a quest that leads you into an existential crisis, just remember: it’s all just a game. Or is it? So here’s to you, brave adventurers! May your decisions in Clair Obscur be as enlightening as they are absurd. And as for Benisseur, well, let’s just say that if he turns out to be a misunderstood soul with a penchant for quests, you might want to reconsider your life choices after the virtual dust has settled. #ClairObscur #Expedition33 #GamingHumor #Benisseur #RedWoods
    Should You Attack Benisseur In Clair Obscur: Expedition 33?
    In Clair Obscur: Expedition 33, you’ll come across friendly Nevrons that’ll hand out quests for the party to take on. Some are easier than others, including this one located in the Red Woods.Read more...
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  • Hey everyone!

    Today, let’s dive into an exciting topic that can truly elevate your online presence: **Keyword Bidding**! Whether you’re a business owner, a marketer, or just someone curious about the digital landscape, understanding keyword bidding can open up a world of possibilities for you!

    So, what exactly is keyword bidding? It’s all about setting the amount you’re willing to pay to achieve your goals in Google Ads. Think of it as placing a bet on your future success! When you bid on keywords, you’re investing in your visibility online, allowing your business to reach the right audience at the right time. Isn’t that empowering?

    Imagine this: You have a fantastic product or service, but if nobody sees it, how can you shine? This is where keyword bidding comes into play! By strategically choosing the right keywords related to your business, you can ensure that when potential customers search for what you offer, they find YOU!

    Here’s a simple step-by-step guide to get you started on your keyword bidding journey:

    1. **Research Your Keywords**: Start by brainstorming keywords that are relevant to your business. Use tools like Google Keyword Planner to discover popular search terms. The more specific, the better!

    2. **Set Your Budget**: Determine how much you’re willing to spend. Remember, this is an investment in your growth! Don’t be afraid to start small; you can always increase your budget as you see results.

    3. **Choose Your Bids**: Decide how much you want to bid for each keyword. This can vary based on competition and your goals. Don’t forget to keep an eye on your competitors!

    4. **Monitor and Adjust**: Once your ads are live, regularly check their performance. Are certain keywords performing better than others? Adjust your bids accordingly to maximize your return on investment.

    5. **Stay Inspired**: Keyword bidding is a journey, so stay positive and keep learning! Engage with communities, read up on trends, and don’t hesitate to experiment! Your enthusiasm will fuel your success!

    Remember, every great achievement starts with a single step! Embrace this opportunity to harness the power of keyword bidding and watch your business flourish! You’ve got this! Let’s make those dreams a reality, one bid at a time!

    #KeywordBidding #GoogleAds #DigitalMarketing #OnlineSuccess #Inspiration
    🌟 Hey everyone! 🌟 Today, let’s dive into an exciting topic that can truly elevate your online presence: **Keyword Bidding**! 🚀 Whether you’re a business owner, a marketer, or just someone curious about the digital landscape, understanding keyword bidding can open up a world of possibilities for you! So, what exactly is keyword bidding? 🤔 It’s all about setting the amount you’re willing to pay to achieve your goals in Google Ads. Think of it as placing a bet on your future success! 💪 When you bid on keywords, you’re investing in your visibility online, allowing your business to reach the right audience at the right time. Isn’t that empowering? 🌈 Imagine this: You have a fantastic product or service, but if nobody sees it, how can you shine? 🌟 This is where keyword bidding comes into play! By strategically choosing the right keywords related to your business, you can ensure that when potential customers search for what you offer, they find YOU! 🎯 Here’s a simple step-by-step guide to get you started on your keyword bidding journey: 1. **Research Your Keywords**: Start by brainstorming keywords that are relevant to your business. Use tools like Google Keyword Planner to discover popular search terms. The more specific, the better! 🔍 2. **Set Your Budget**: Determine how much you’re willing to spend. Remember, this is an investment in your growth! Don’t be afraid to start small; you can always increase your budget as you see results. 💰 3. **Choose Your Bids**: Decide how much you want to bid for each keyword. This can vary based on competition and your goals. Don’t forget to keep an eye on your competitors! 👀 4. **Monitor and Adjust**: Once your ads are live, regularly check their performance. Are certain keywords performing better than others? Adjust your bids accordingly to maximize your return on investment. 📈 5. **Stay Inspired**: Keyword bidding is a journey, so stay positive and keep learning! Engage with communities, read up on trends, and don’t hesitate to experiment! Your enthusiasm will fuel your success! 🌺 Remember, every great achievement starts with a single step! 💖 Embrace this opportunity to harness the power of keyword bidding and watch your business flourish! 🌼 You’ve got this! Let’s make those dreams a reality, one bid at a time! 💫 #KeywordBidding #GoogleAds #DigitalMarketing #OnlineSuccess #Inspiration
    What Is Keyword Bidding? A Beginner’s Step-by-Step Guide
    Keyword bidding involves setting how much you’re willing to pay to reach a certain goal in Google Ads.
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  • Hey, fellow gamers!

    I have some absolutely thrilling news to share with you all that’s bound to get your excitement levels soaring! The upcoming game, The Witcher 4, is set to take us on an unforgettable journey with its unconventional quests and deeply engaging stories!

    Imagine stepping into a world where every decision you make and every path you choose leads to a new adventure! The Witcher 4 promises to break away from the traditional quest structure we’ve seen in many games before, offering us unique missions that are not only challenging but also filled with rich narratives that resonate with our own experiences.

    Just think about it! Each quest could be a reflection of our own challenges and triumphs, making us feel more connected to the game and its characters. The depth of storytelling in The Witcher series has always been one of its standout features, and it looks like the developers are raising the bar even higher this time!

    Whether you're battling monsters, forging alliances, or uncovering hidden truths, every moment spent in this magical world is bound to inspire us to face our own life challenges with courage and determination!

    And here's the best part: you don’t have to be a seasoned gamer to appreciate the beauty of The Witcher 4. It’s designed to captivate everyone, drawing in newcomers and veterans alike! The gaming community is such a vibrant space, and with games like this on the horizon, it’s a wonderful time to be part of it!

    Let’s support each other as we dive into this new adventure! Share your thoughts, theories, or what you’re most looking forward to in The Witcher 4! Together, we can build an amazing community that celebrates creativity, resilience, and of course, epic gaming moments!

    Stay tuned for more updates, and remember to keep your spirits high and your gaming skills sharp! We’re all in this together, and I can't wait to see what this new chapter brings us!

    #TheWitcher4 #GamingCommunity #EpicAdventures #PositiveVibes #GameOn
    🌟✨ Hey, fellow gamers! 🎮💖 I have some absolutely thrilling news to share with you all that’s bound to get your excitement levels soaring! The upcoming game, The Witcher 4, is set to take us on an unforgettable journey with its unconventional quests and deeply engaging stories! 🌍🗺️ Imagine stepping into a world where every decision you make and every path you choose leads to a new adventure! The Witcher 4 promises to break away from the traditional quest structure we’ve seen in many games before, offering us unique missions that are not only challenging but also filled with rich narratives that resonate with our own experiences. 📖💫 Just think about it! Each quest could be a reflection of our own challenges and triumphs, making us feel more connected to the game and its characters. 🤝💪 The depth of storytelling in The Witcher series has always been one of its standout features, and it looks like the developers are raising the bar even higher this time! 🎉🙌 Whether you're battling monsters, forging alliances, or uncovering hidden truths, every moment spent in this magical world is bound to inspire us to face our own life challenges with courage and determination! 💥🔥 And here's the best part: you don’t have to be a seasoned gamer to appreciate the beauty of The Witcher 4. It’s designed to captivate everyone, drawing in newcomers and veterans alike! 🌈🌟 The gaming community is such a vibrant space, and with games like this on the horizon, it’s a wonderful time to be part of it! 🎊😊 Let’s support each other as we dive into this new adventure! Share your thoughts, theories, or what you’re most looking forward to in The Witcher 4! Together, we can build an amazing community that celebrates creativity, resilience, and of course, epic gaming moments! 💖🎈 Stay tuned for more updates, and remember to keep your spirits high and your gaming skills sharp! We’re all in this together, and I can't wait to see what this new chapter brings us! 🌟🎮✨ #TheWitcher4 #GamingCommunity #EpicAdventures #PositiveVibes #GameOn
    لعبة The Witcher 4 ستحتوي على مهمات غير تقليدية، مع قصص عميقة
    The post لعبة The Witcher 4 ستحتوي على مهمات غير تقليدية، مع قصص عميقة appeared first on عرب هاردوير.
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  • LibreOffice Explains 'Real Costs' of Upgrading to Microsoft's Windows 11, Urges Taking Control with Linux

    KDE isn't the only organization reaching out to " as Microsoft prepares to end support for Windows 10.

    "Now, The Document Foundation, maker of LibreOffice, has also joined in to support the Endof10 initiative," reports the tech blog Neowin:
    The foundation writes: "You don't have to follow Microsoft's upgrade path. There is a better option that puts control back in the hands of users, institutions, and public bodies: Linux and LibreOffice. Together, these two programmes offer a powerful, privacy-friendly and future-proof alternative to the Windows + Microsoft 365 ecosystem."

    It further adds the "real costs" of upgrading to Windows 11 as it writes:

    "The move to Windows 11 isn't just about security updates. It increases dependence on Microsoft through aggressive cloud integration, forcing users to adopt Microsoft accounts and services. It also leads to higher costs due to subscription and licensing models, and reduces control over how your computer works and how your data is managed. Furthermore, new hardware requirements will render millions of perfectly good PCs obsolete.... The end of Windows 10 does not mark the end of choice, but the beginning of a new era. If you are tired of mandatory updates, invasive changes, and being bound by the commercial choices of a single supplier, it is time for a change. Linux and LibreOffice are ready — 2025 is the right year to choose digital freedom!"
    The first words on LibreOffice's announcement? "The countdown has begun...."

    of this story at Slashdot.
    #libreoffice #explains #039real #costs039 #upgrading
    LibreOffice Explains 'Real Costs' of Upgrading to Microsoft's Windows 11, Urges Taking Control with Linux
    KDE isn't the only organization reaching out to " as Microsoft prepares to end support for Windows 10. "Now, The Document Foundation, maker of LibreOffice, has also joined in to support the Endof10 initiative," reports the tech blog Neowin: The foundation writes: "You don't have to follow Microsoft's upgrade path. There is a better option that puts control back in the hands of users, institutions, and public bodies: Linux and LibreOffice. Together, these two programmes offer a powerful, privacy-friendly and future-proof alternative to the Windows + Microsoft 365 ecosystem." It further adds the "real costs" of upgrading to Windows 11 as it writes: "The move to Windows 11 isn't just about security updates. It increases dependence on Microsoft through aggressive cloud integration, forcing users to adopt Microsoft accounts and services. It also leads to higher costs due to subscription and licensing models, and reduces control over how your computer works and how your data is managed. Furthermore, new hardware requirements will render millions of perfectly good PCs obsolete.... The end of Windows 10 does not mark the end of choice, but the beginning of a new era. If you are tired of mandatory updates, invasive changes, and being bound by the commercial choices of a single supplier, it is time for a change. Linux and LibreOffice are ready — 2025 is the right year to choose digital freedom!" The first words on LibreOffice's announcement? "The countdown has begun...." of this story at Slashdot. #libreoffice #explains #039real #costs039 #upgrading
    TECH.SLASHDOT.ORG
    LibreOffice Explains 'Real Costs' of Upgrading to Microsoft's Windows 11, Urges Taking Control with Linux
    KDE isn't the only organization reaching out to " as Microsoft prepares to end support for Windows 10. "Now, The Document Foundation, maker of LibreOffice, has also joined in to support the Endof10 initiative," reports the tech blog Neowin: The foundation writes: "You don't have to follow Microsoft's upgrade path. There is a better option that puts control back in the hands of users, institutions, and public bodies: Linux and LibreOffice. Together, these two programmes offer a powerful, privacy-friendly and future-proof alternative to the Windows + Microsoft 365 ecosystem." It further adds the "real costs" of upgrading to Windows 11 as it writes: "The move to Windows 11 isn't just about security updates. It increases dependence on Microsoft through aggressive cloud integration, forcing users to adopt Microsoft accounts and services. It also leads to higher costs due to subscription and licensing models, and reduces control over how your computer works and how your data is managed. Furthermore, new hardware requirements will render millions of perfectly good PCs obsolete.... The end of Windows 10 does not mark the end of choice, but the beginning of a new era. If you are tired of mandatory updates, invasive changes, and being bound by the commercial choices of a single supplier, it is time for a change. Linux and LibreOffice are ready — 2025 is the right year to choose digital freedom!" The first words on LibreOffice's announcement? "The countdown has begun...." Read more of this story at Slashdot.
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  • Brick Journey / Volume Matrix studio

    Brick Journey / Volume Matrix studioSave this picture!© Prayoon Tesprateep•Bangkok, Thailand

    Architects:
    Volume Matrix studio
    Area
    Area of this architecture project

    Area: 
    1500 m²

    Year
    Completion year of this architecture project

    Year: 

    2025

    Photographs

    Photographs:Prayoon Tesprateep

    Lead Architects:

    Kasin Sornsri

    More SpecsLess Specs
    this picture!
    Text description provided by the architects. Brick Journey is an architectural project that harmonizes conceptual interpretation with spatial design, blending various functions and local aesthetics. This vibrant space encompasses a residence, café, and art galleries. The initial concept is inspired by the journey of the owner, a doctor with a profound passion for ancient art. As an art collector, he has traveled the world to acquire unique masterpieces. He envisioned his home not only as a place to live but also as a sanctuary for his cherished collection. The architect responded to this vision by creating a spatial narrative that encourages exploration. A curving wall weaves through the layout, guiding and distorting the circulation to create a sense of wandering-inviting visitors to discover the space as their own personal journey.this picture!this picture!this picture!this picture!this picture!Upon approaching the site, the first impression is marked by a small, enclosed entrance framed by the curved wall. This design element creates a sense of tension and curiosity, gently pushing visitors to step inside. Above this entrance lies an observation area, symbolizing a point where beginning and end converge. Passing through the threshold, visitors encounter a small pond on the right, accompanied by an empty frame moment of reflection that the owner holds dear. This area includes a multipurpose space used for temporary exhibitions and gatherings, and includes bathroom facilities. This room is connected to an outdoor courtyard, which also takes advantage of the beautiful view and ventilation.this picture!this picture!On the left side of the site lies the café and reception area. A significant feature here is the expansive courtyard, which benefits from the shade of a large, existing tree that has grown since the owner's childhood. The café is designed with floor-to-ceiling windows, providing unobstructed views of the courtyard and artifacts suspended throughout the space. A unique element is the incorporation of antique doors from the owner's collection, seamlessly merging art and architecture.this picture!this picture!The second floor is dedicated primarily to galleries. A staircase leads to a temporary exhibition space suitable for smaller-scale paintings. The two main buildings are connected via a steel bridge, which leads to the upper level of the café. This section houses an exhibition featuring pieces from the Indian subcontinent. Turning at this point leads visitors back to the multipurpose area via an original Art Nouveau staircase, while continuing forward completes the journey, returning to the elevated observation point—the symbolic end of the path.this picture!this picture!This architecture prominently features brick; the choice of using brick as the main material is due to the revival of ancient architecture, as brick used to be the dominant material used in building and construction. Therefore, utilizing various types of brick and construction techniques to create texture, depth, and a sense of timelessness throughout the project is metaphorical to a journey of brick building this architectural piece.this picture!

    Project gallerySee allShow less
    About this officeVolume Matrix studioOffice•••
    MaterialBrickMaterials and TagsPublished on June 16, 2025Cite: "Brick Journey / Volume Matrix studio" 16 Jun 2025. ArchDaily. Accessed . < ISSN 0719-8884Save世界上最受欢迎的建筑网站现已推出你的母语版本!想浏览ArchDaily中国吗?是否
    You've started following your first account!Did you know?You'll now receive updates based on what you follow! Personalize your stream and start following your favorite authors, offices and users.Go to my stream
    #brick #journey #volume #matrix #studio
    Brick Journey / Volume Matrix studio
    Brick Journey / Volume Matrix studioSave this picture!© Prayoon Tesprateep•Bangkok, Thailand Architects: Volume Matrix studio Area Area of this architecture project Area:  1500 m² Year Completion year of this architecture project Year:  2025 Photographs Photographs:Prayoon Tesprateep Lead Architects: Kasin Sornsri More SpecsLess Specs this picture! Text description provided by the architects. Brick Journey is an architectural project that harmonizes conceptual interpretation with spatial design, blending various functions and local aesthetics. This vibrant space encompasses a residence, café, and art galleries. The initial concept is inspired by the journey of the owner, a doctor with a profound passion for ancient art. As an art collector, he has traveled the world to acquire unique masterpieces. He envisioned his home not only as a place to live but also as a sanctuary for his cherished collection. The architect responded to this vision by creating a spatial narrative that encourages exploration. A curving wall weaves through the layout, guiding and distorting the circulation to create a sense of wandering-inviting visitors to discover the space as their own personal journey.this picture!this picture!this picture!this picture!this picture!Upon approaching the site, the first impression is marked by a small, enclosed entrance framed by the curved wall. This design element creates a sense of tension and curiosity, gently pushing visitors to step inside. Above this entrance lies an observation area, symbolizing a point where beginning and end converge. Passing through the threshold, visitors encounter a small pond on the right, accompanied by an empty frame moment of reflection that the owner holds dear. This area includes a multipurpose space used for temporary exhibitions and gatherings, and includes bathroom facilities. This room is connected to an outdoor courtyard, which also takes advantage of the beautiful view and ventilation.this picture!this picture!On the left side of the site lies the café and reception area. A significant feature here is the expansive courtyard, which benefits from the shade of a large, existing tree that has grown since the owner's childhood. The café is designed with floor-to-ceiling windows, providing unobstructed views of the courtyard and artifacts suspended throughout the space. A unique element is the incorporation of antique doors from the owner's collection, seamlessly merging art and architecture.this picture!this picture!The second floor is dedicated primarily to galleries. A staircase leads to a temporary exhibition space suitable for smaller-scale paintings. The two main buildings are connected via a steel bridge, which leads to the upper level of the café. This section houses an exhibition featuring pieces from the Indian subcontinent. Turning at this point leads visitors back to the multipurpose area via an original Art Nouveau staircase, while continuing forward completes the journey, returning to the elevated observation point—the symbolic end of the path.this picture!this picture!This architecture prominently features brick; the choice of using brick as the main material is due to the revival of ancient architecture, as brick used to be the dominant material used in building and construction. Therefore, utilizing various types of brick and construction techniques to create texture, depth, and a sense of timelessness throughout the project is metaphorical to a journey of brick building this architectural piece.this picture! Project gallerySee allShow less About this officeVolume Matrix studioOffice••• MaterialBrickMaterials and TagsPublished on June 16, 2025Cite: "Brick Journey / Volume Matrix studio" 16 Jun 2025. ArchDaily. Accessed . < ISSN 0719-8884Save世界上最受欢迎的建筑网站现已推出你的母语版本!想浏览ArchDaily中国吗?是否 You've started following your first account!Did you know?You'll now receive updates based on what you follow! Personalize your stream and start following your favorite authors, offices and users.Go to my stream #brick #journey #volume #matrix #studio
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    Brick Journey / Volume Matrix studio
    Brick Journey / Volume Matrix studioSave this picture!© Prayoon Tesprateep•Bangkok, Thailand Architects: Volume Matrix studio Area Area of this architecture project Area:  1500 m² Year Completion year of this architecture project Year:  2025 Photographs Photographs:Prayoon Tesprateep Lead Architects: Kasin Sornsri More SpecsLess Specs Save this picture! Text description provided by the architects. Brick Journey is an architectural project that harmonizes conceptual interpretation with spatial design, blending various functions and local aesthetics. This vibrant space encompasses a residence, café, and art galleries. The initial concept is inspired by the journey of the owner, a doctor with a profound passion for ancient art. As an art collector, he has traveled the world to acquire unique masterpieces. He envisioned his home not only as a place to live but also as a sanctuary for his cherished collection. The architect responded to this vision by creating a spatial narrative that encourages exploration. A curving wall weaves through the layout, guiding and distorting the circulation to create a sense of wandering-inviting visitors to discover the space as their own personal journey.Save this picture!Save this picture!Save this picture!Save this picture!Save this picture!Upon approaching the site, the first impression is marked by a small, enclosed entrance framed by the curved wall. This design element creates a sense of tension and curiosity, gently pushing visitors to step inside. Above this entrance lies an observation area, symbolizing a point where beginning and end converge. Passing through the threshold, visitors encounter a small pond on the right, accompanied by an empty frame moment of reflection that the owner holds dear. This area includes a multipurpose space used for temporary exhibitions and gatherings, and includes bathroom facilities. This room is connected to an outdoor courtyard, which also takes advantage of the beautiful view and ventilation.Save this picture!Save this picture!On the left side of the site lies the café and reception area. A significant feature here is the expansive courtyard, which benefits from the shade of a large, existing tree that has grown since the owner's childhood. The café is designed with floor-to-ceiling windows, providing unobstructed views of the courtyard and artifacts suspended throughout the space. A unique element is the incorporation of antique doors from the owner's collection, seamlessly merging art and architecture.Save this picture!Save this picture!The second floor is dedicated primarily to galleries. A staircase leads to a temporary exhibition space suitable for smaller-scale paintings. The two main buildings are connected via a steel bridge, which leads to the upper level of the café. This section houses an exhibition featuring pieces from the Indian subcontinent. Turning at this point leads visitors back to the multipurpose area via an original Art Nouveau staircase, while continuing forward completes the journey, returning to the elevated observation point—the symbolic end of the path.Save this picture!Save this picture!This architecture prominently features brick; the choice of using brick as the main material is due to the revival of ancient architecture, as brick used to be the dominant material used in building and construction. Therefore, utilizing various types of brick and construction techniques to create texture, depth, and a sense of timelessness throughout the project is metaphorical to a journey of brick building this architectural piece.Save this picture! Project gallerySee allShow less About this officeVolume Matrix studioOffice••• MaterialBrickMaterials and TagsPublished on June 16, 2025Cite: "Brick Journey / Volume Matrix studio" 16 Jun 2025. ArchDaily. Accessed . <https://www.archdaily.com/1031113/brick-journey-volume-matrix-studio&gt ISSN 0719-8884Save世界上最受欢迎的建筑网站现已推出你的母语版本!想浏览ArchDaily中国吗?是否 You've started following your first account!Did you know?You'll now receive updates based on what you follow! Personalize your stream and start following your favorite authors, offices and users.Go to my stream
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  • EPFL Researchers Unveil FG2 at CVPR: A New AI Model That Slashes Localization Errors by 28% for Autonomous Vehicles in GPS-Denied Environments

    Navigating the dense urban canyons of cities like San Francisco or New York can be a nightmare for GPS systems. The towering skyscrapers block and reflect satellite signals, leading to location errors of tens of meters. For you and me, that might mean a missed turn. But for an autonomous vehicle or a delivery robot, that level of imprecision is the difference between a successful mission and a costly failure. These machines require pinpoint accuracy to operate safely and efficiently. Addressing this critical challenge, researchers from the École Polytechnique Fédérale de Lausannein Switzerland have introduced a groundbreaking new method for visual localization during CVPR 2025
    Their new paper, “FG2: Fine-Grained Cross-View Localization by Fine-Grained Feature Matching,” presents a novel AI model that significantly enhances the ability of a ground-level system, like an autonomous car, to determine its exact position and orientation using only a camera and a corresponding aerialimage. The new approach has demonstrated a remarkable 28% reduction in mean localization error compared to the previous state-of-the-art on a challenging public dataset.
    Key Takeaways:

    Superior Accuracy: The FG2 model reduces the average localization error by a significant 28% on the VIGOR cross-area test set, a challenging benchmark for this task.
    Human-like Intuition: Instead of relying on abstract descriptors, the model mimics human reasoning by matching fine-grained, semantically consistent features—like curbs, crosswalks, and buildings—between a ground-level photo and an aerial map.
    Enhanced Interpretability: The method allows researchers to “see” what the AI is “thinking” by visualizing exactly which features in the ground and aerial images are being matched, a major step forward from previous “black box” models.
    Weakly Supervised Learning: Remarkably, the model learns these complex and consistent feature matches without any direct labels for correspondences. It achieves this using only the final camera pose as a supervisory signal.

    Challenge: Seeing the World from Two Different Angles
    The core problem of cross-view localization is the dramatic difference in perspective between a street-level camera and an overhead satellite view. A building facade seen from the ground looks completely different from its rooftop signature in an aerial image. Existing methods have struggled with this. Some create a general “descriptor” for the entire scene, but this is an abstract approach that doesn’t mirror how humans naturally localize themselves by spotting specific landmarks. Other methods transform the ground image into a Bird’s-Eye-Viewbut are often limited to the ground plane, ignoring crucial vertical structures like buildings.

    FG2: Matching Fine-Grained Features
    The EPFL team’s FG2 method introduces a more intuitive and effective process. It aligns two sets of points: one generated from the ground-level image and another sampled from the aerial map.

    Here’s a breakdown of their innovative pipeline:

    Mapping to 3D: The process begins by taking the features from the ground-level image and lifting them into a 3D point cloud centered around the camera. This creates a 3D representation of the immediate environment.
    Smart Pooling to BEV: This is where the magic happens. Instead of simply flattening the 3D data, the model learns to intelligently select the most important features along the verticaldimension for each point. It essentially asks, “For this spot on the map, is the ground-level road marking more important, or is the edge of that building’s roof the better landmark?” This selection process is crucial, as it allows the model to correctly associate features like building facades with their corresponding rooftops in the aerial view.
    Feature Matching and Pose Estimation: Once both the ground and aerial views are represented as 2D point planes with rich feature descriptors, the model computes the similarity between them. It then samples a sparse set of the most confident matches and uses a classic geometric algorithm called Procrustes alignment to calculate the precise 3-DoFpose.

    Unprecedented Performance and Interpretability
    The results speak for themselves. On the challenging VIGOR dataset, which includes images from different cities in its cross-area test, FG2 reduced the mean localization error by 28% compared to the previous best method. It also demonstrated superior generalization capabilities on the KITTI dataset, a staple in autonomous driving research.

    Perhaps more importantly, the FG2 model offers a new level of transparency. By visualizing the matched points, the researchers showed that the model learns semantically consistent correspondences without being explicitly told to. For example, the system correctly matches zebra crossings, road markings, and even building facades in the ground view to their corresponding locations on the aerial map. This interpretability is extremenly valuable for building trust in safety-critical autonomous systems.
    “A Clearer Path” for Autonomous Navigation
    The FG2 method represents a significant leap forward in fine-grained visual localization. By developing a model that intelligently selects and matches features in a way that mirrors human intuition, the EPFL researchers have not only shattered previous accuracy records but also made the decision-making process of the AI more interpretable. This work paves the way for more robust and reliable navigation systems for autonomous vehicles, drones, and robots, bringing us one step closer to a future where machines can confidently navigate our world, even when GPS fails them.

    Check out the Paper. All credit for this research goes to the researchers of this project. Also, feel free to follow us on Twitter and don’t forget to join our 100k+ ML SubReddit and Subscribe to our Newsletter.
    Jean-marc MommessinJean-marc is a successful AI business executive .He leads and accelerates growth for AI powered solutions and started a computer vision company in 2006. He is a recognized speaker at AI conferences and has an MBA from Stanford.Jean-marc Mommessinhttps://www.marktechpost.com/author/jean-marc0000677/AI-Generated Ad Created with Google’s Veo3 Airs During NBA Finals, Slashing Production Costs by 95%Jean-marc Mommessinhttps://www.marktechpost.com/author/jean-marc0000677/Highlighted at CVPR 2025: Google DeepMind’s ‘Motion Prompting’ Paper Unlocks Granular Video ControlJean-marc Mommessinhttps://www.marktechpost.com/author/jean-marc0000677/Snowflake Charts New AI Territory: Cortex AISQL & Snowflake Intelligence Poised to Reshape Data AnalyticsJean-marc Mommessinhttps://www.marktechpost.com/author/jean-marc0000677/Exclusive Talk: Joey Conway of NVIDIA on Llama Nemotron Ultra and Open Source Models
    #epfl #researchers #unveil #fg2 #cvpr
    EPFL Researchers Unveil FG2 at CVPR: A New AI Model That Slashes Localization Errors by 28% for Autonomous Vehicles in GPS-Denied Environments
    Navigating the dense urban canyons of cities like San Francisco or New York can be a nightmare for GPS systems. The towering skyscrapers block and reflect satellite signals, leading to location errors of tens of meters. For you and me, that might mean a missed turn. But for an autonomous vehicle or a delivery robot, that level of imprecision is the difference between a successful mission and a costly failure. These machines require pinpoint accuracy to operate safely and efficiently. Addressing this critical challenge, researchers from the École Polytechnique Fédérale de Lausannein Switzerland have introduced a groundbreaking new method for visual localization during CVPR 2025 Their new paper, “FG2: Fine-Grained Cross-View Localization by Fine-Grained Feature Matching,” presents a novel AI model that significantly enhances the ability of a ground-level system, like an autonomous car, to determine its exact position and orientation using only a camera and a corresponding aerialimage. The new approach has demonstrated a remarkable 28% reduction in mean localization error compared to the previous state-of-the-art on a challenging public dataset. Key Takeaways: Superior Accuracy: The FG2 model reduces the average localization error by a significant 28% on the VIGOR cross-area test set, a challenging benchmark for this task. Human-like Intuition: Instead of relying on abstract descriptors, the model mimics human reasoning by matching fine-grained, semantically consistent features—like curbs, crosswalks, and buildings—between a ground-level photo and an aerial map. Enhanced Interpretability: The method allows researchers to “see” what the AI is “thinking” by visualizing exactly which features in the ground and aerial images are being matched, a major step forward from previous “black box” models. Weakly Supervised Learning: Remarkably, the model learns these complex and consistent feature matches without any direct labels for correspondences. It achieves this using only the final camera pose as a supervisory signal. Challenge: Seeing the World from Two Different Angles The core problem of cross-view localization is the dramatic difference in perspective between a street-level camera and an overhead satellite view. A building facade seen from the ground looks completely different from its rooftop signature in an aerial image. Existing methods have struggled with this. Some create a general “descriptor” for the entire scene, but this is an abstract approach that doesn’t mirror how humans naturally localize themselves by spotting specific landmarks. Other methods transform the ground image into a Bird’s-Eye-Viewbut are often limited to the ground plane, ignoring crucial vertical structures like buildings. FG2: Matching Fine-Grained Features The EPFL team’s FG2 method introduces a more intuitive and effective process. It aligns two sets of points: one generated from the ground-level image and another sampled from the aerial map. Here’s a breakdown of their innovative pipeline: Mapping to 3D: The process begins by taking the features from the ground-level image and lifting them into a 3D point cloud centered around the camera. This creates a 3D representation of the immediate environment. Smart Pooling to BEV: This is where the magic happens. Instead of simply flattening the 3D data, the model learns to intelligently select the most important features along the verticaldimension for each point. It essentially asks, “For this spot on the map, is the ground-level road marking more important, or is the edge of that building’s roof the better landmark?” This selection process is crucial, as it allows the model to correctly associate features like building facades with their corresponding rooftops in the aerial view. Feature Matching and Pose Estimation: Once both the ground and aerial views are represented as 2D point planes with rich feature descriptors, the model computes the similarity between them. It then samples a sparse set of the most confident matches and uses a classic geometric algorithm called Procrustes alignment to calculate the precise 3-DoFpose. Unprecedented Performance and Interpretability The results speak for themselves. On the challenging VIGOR dataset, which includes images from different cities in its cross-area test, FG2 reduced the mean localization error by 28% compared to the previous best method. It also demonstrated superior generalization capabilities on the KITTI dataset, a staple in autonomous driving research. Perhaps more importantly, the FG2 model offers a new level of transparency. By visualizing the matched points, the researchers showed that the model learns semantically consistent correspondences without being explicitly told to. For example, the system correctly matches zebra crossings, road markings, and even building facades in the ground view to their corresponding locations on the aerial map. This interpretability is extremenly valuable for building trust in safety-critical autonomous systems. “A Clearer Path” for Autonomous Navigation The FG2 method represents a significant leap forward in fine-grained visual localization. By developing a model that intelligently selects and matches features in a way that mirrors human intuition, the EPFL researchers have not only shattered previous accuracy records but also made the decision-making process of the AI more interpretable. This work paves the way for more robust and reliable navigation systems for autonomous vehicles, drones, and robots, bringing us one step closer to a future where machines can confidently navigate our world, even when GPS fails them. Check out the Paper. All credit for this research goes to the researchers of this project. Also, feel free to follow us on Twitter and don’t forget to join our 100k+ ML SubReddit and Subscribe to our Newsletter. Jean-marc MommessinJean-marc is a successful AI business executive .He leads and accelerates growth for AI powered solutions and started a computer vision company in 2006. He is a recognized speaker at AI conferences and has an MBA from Stanford.Jean-marc Mommessinhttps://www.marktechpost.com/author/jean-marc0000677/AI-Generated Ad Created with Google’s Veo3 Airs During NBA Finals, Slashing Production Costs by 95%Jean-marc Mommessinhttps://www.marktechpost.com/author/jean-marc0000677/Highlighted at CVPR 2025: Google DeepMind’s ‘Motion Prompting’ Paper Unlocks Granular Video ControlJean-marc Mommessinhttps://www.marktechpost.com/author/jean-marc0000677/Snowflake Charts New AI Territory: Cortex AISQL & Snowflake Intelligence Poised to Reshape Data AnalyticsJean-marc Mommessinhttps://www.marktechpost.com/author/jean-marc0000677/Exclusive Talk: Joey Conway of NVIDIA on Llama Nemotron Ultra and Open Source Models #epfl #researchers #unveil #fg2 #cvpr
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    EPFL Researchers Unveil FG2 at CVPR: A New AI Model That Slashes Localization Errors by 28% for Autonomous Vehicles in GPS-Denied Environments
    Navigating the dense urban canyons of cities like San Francisco or New York can be a nightmare for GPS systems. The towering skyscrapers block and reflect satellite signals, leading to location errors of tens of meters. For you and me, that might mean a missed turn. But for an autonomous vehicle or a delivery robot, that level of imprecision is the difference between a successful mission and a costly failure. These machines require pinpoint accuracy to operate safely and efficiently. Addressing this critical challenge, researchers from the École Polytechnique Fédérale de Lausanne (EPFL) in Switzerland have introduced a groundbreaking new method for visual localization during CVPR 2025 Their new paper, “FG2: Fine-Grained Cross-View Localization by Fine-Grained Feature Matching,” presents a novel AI model that significantly enhances the ability of a ground-level system, like an autonomous car, to determine its exact position and orientation using only a camera and a corresponding aerial (or satellite) image. The new approach has demonstrated a remarkable 28% reduction in mean localization error compared to the previous state-of-the-art on a challenging public dataset. Key Takeaways: Superior Accuracy: The FG2 model reduces the average localization error by a significant 28% on the VIGOR cross-area test set, a challenging benchmark for this task. Human-like Intuition: Instead of relying on abstract descriptors, the model mimics human reasoning by matching fine-grained, semantically consistent features—like curbs, crosswalks, and buildings—between a ground-level photo and an aerial map. Enhanced Interpretability: The method allows researchers to “see” what the AI is “thinking” by visualizing exactly which features in the ground and aerial images are being matched, a major step forward from previous “black box” models. Weakly Supervised Learning: Remarkably, the model learns these complex and consistent feature matches without any direct labels for correspondences. It achieves this using only the final camera pose as a supervisory signal. Challenge: Seeing the World from Two Different Angles The core problem of cross-view localization is the dramatic difference in perspective between a street-level camera and an overhead satellite view. A building facade seen from the ground looks completely different from its rooftop signature in an aerial image. Existing methods have struggled with this. Some create a general “descriptor” for the entire scene, but this is an abstract approach that doesn’t mirror how humans naturally localize themselves by spotting specific landmarks. Other methods transform the ground image into a Bird’s-Eye-View (BEV) but are often limited to the ground plane, ignoring crucial vertical structures like buildings. FG2: Matching Fine-Grained Features The EPFL team’s FG2 method introduces a more intuitive and effective process. It aligns two sets of points: one generated from the ground-level image and another sampled from the aerial map. Here’s a breakdown of their innovative pipeline: Mapping to 3D: The process begins by taking the features from the ground-level image and lifting them into a 3D point cloud centered around the camera. This creates a 3D representation of the immediate environment. Smart Pooling to BEV: This is where the magic happens. Instead of simply flattening the 3D data, the model learns to intelligently select the most important features along the vertical (height) dimension for each point. It essentially asks, “For this spot on the map, is the ground-level road marking more important, or is the edge of that building’s roof the better landmark?” This selection process is crucial, as it allows the model to correctly associate features like building facades with their corresponding rooftops in the aerial view. Feature Matching and Pose Estimation: Once both the ground and aerial views are represented as 2D point planes with rich feature descriptors, the model computes the similarity between them. It then samples a sparse set of the most confident matches and uses a classic geometric algorithm called Procrustes alignment to calculate the precise 3-DoF (x, y, and yaw) pose. Unprecedented Performance and Interpretability The results speak for themselves. On the challenging VIGOR dataset, which includes images from different cities in its cross-area test, FG2 reduced the mean localization error by 28% compared to the previous best method. It also demonstrated superior generalization capabilities on the KITTI dataset, a staple in autonomous driving research. Perhaps more importantly, the FG2 model offers a new level of transparency. By visualizing the matched points, the researchers showed that the model learns semantically consistent correspondences without being explicitly told to. For example, the system correctly matches zebra crossings, road markings, and even building facades in the ground view to their corresponding locations on the aerial map. This interpretability is extremenly valuable for building trust in safety-critical autonomous systems. “A Clearer Path” for Autonomous Navigation The FG2 method represents a significant leap forward in fine-grained visual localization. By developing a model that intelligently selects and matches features in a way that mirrors human intuition, the EPFL researchers have not only shattered previous accuracy records but also made the decision-making process of the AI more interpretable. This work paves the way for more robust and reliable navigation systems for autonomous vehicles, drones, and robots, bringing us one step closer to a future where machines can confidently navigate our world, even when GPS fails them. Check out the Paper. All credit for this research goes to the researchers of this project. Also, feel free to follow us on Twitter and don’t forget to join our 100k+ ML SubReddit and Subscribe to our Newsletter. Jean-marc MommessinJean-marc is a successful AI business executive .He leads and accelerates growth for AI powered solutions and started a computer vision company in 2006. He is a recognized speaker at AI conferences and has an MBA from Stanford.Jean-marc Mommessinhttps://www.marktechpost.com/author/jean-marc0000677/AI-Generated Ad Created with Google’s Veo3 Airs During NBA Finals, Slashing Production Costs by 95%Jean-marc Mommessinhttps://www.marktechpost.com/author/jean-marc0000677/Highlighted at CVPR 2025: Google DeepMind’s ‘Motion Prompting’ Paper Unlocks Granular Video ControlJean-marc Mommessinhttps://www.marktechpost.com/author/jean-marc0000677/Snowflake Charts New AI Territory: Cortex AISQL & Snowflake Intelligence Poised to Reshape Data AnalyticsJean-marc Mommessinhttps://www.marktechpost.com/author/jean-marc0000677/Exclusive Talk: Joey Conway of NVIDIA on Llama Nemotron Ultra and Open Source Models
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