Gironda Residence | © Simone Bossi Located just steps from Piazza del Popolo in Ravenna, the Renaissance-era Casa Guaccimanni holds centuries of architectural and historical weight. Constructed in the fifteenth century for the Venetian podestà Nicolò Giustinian, the building evolved through noble ownership and later became home to Vittorio and Alessandro Guaccimanni, sons of Risorgimento figure Luigi Guaccimanni. Architecturally, the structure is characterized by a tripartite plan with a central corridor flanked by large rooms, an interior courtyard with a double loggia, and decorative elements spanning Renaissance to Neoclassical periods. Once concealed beneath plaster, its frescoed veranda and exposed wooden ceilings speak to a layered history of intervention, concealment, and rediscovery. Gironda Residence in Casa Guaccimanni Technical Information Architects1-13: Giovanni Mecozzi Architetti Location: Casa Guaccimanni, Via Armando Diaz, Ravenna, Italy Client: Emanuela Docimo Project Years: 2022 – 2024 Original Structure: 15th Century Photographs: © Andrea Sestito, © Simone Bossi, © Omar Sartor The new and the old never touch, but gently brush against each other, maintaining a distance capable of generating tension. – Giovanni Mecozzi Gironda Residence in Casa Guaccimanni Photographs © Omar Sartor © Andrea Sestito © Andrea Sestito © Andrea Sestito © Omar Sartor © Simone Bossi © Simone Bossi © Simone Bossi © Omar Sartor © Omar Sartor © Omar Sartor © Andrea Sestito © Omar Sartor Design Intent: Reversibility and Temporal Tension The recent architectural project by Giovanni Mecozzi Architetti centers on the noble floor of the palazzo, reinterpreted as a contemporary residence named Gironda. Rather than imposing a new visual regime onto the historic shell, the intervention operates with restraint, foregrounding the building’s original character while establishing new spatial and material conditions. At the core of the project lies a design philosophy rooted in reversibility. Mecozzi’s intervention resists permanence. The furnishings and spatial devices introduced into the historic rooms are self-supporting and detached from the structure. No new element makes physical contact with the floors, ceilings, or walls, preserving the integrity of the original surfaces. This strategy avoids irreversible alterations and allows the architecture to remain temporally flexible. Architect Giovanni Mecozzi articulates this approach succinctly: “The new and the old never touch, but gently brush against each other, maintaining a distance capable of generating tension.” This spatial tension is not decorative but conceptual, prompting occupants to consider the relationship between historical continuity and contemporary transformation. The design does not attempt to erase time but rather exposes its layers through careful juxtaposition. The project draws conceptual and chromatic inspiration from Ravenna’s early Christian and Byzantine mosaics. Rather than replicate ornamental motifs, Mecozzi extracts abstract qualities such as color, luminosity, and surface texture, integrating them as subtle spatial references throughout the residence. Gironda Residence Material Strategy Access to the residence is organized through a longitudinal hallway that bisects the plan, connecting a balcony on the north façade with a loggia overlooking the garden to the south. This corridor becomes a spine for circulation and orientation, punctuated by entries into five main rooms: the kitchen, veranda, and three independent suites. Each suite functions as a self-contained spatial environment. The original large rooms have been reimagined with integrated volumes housing diverse domestic functions: bathrooms, saunas, walk-in closets, reading nooks, and home cinemas. These new programmatic layers are embedded within freestanding furniture structures, which operate more as inhabitable objects than architectural partitions. Color becomes an operative tool for spatial differentiation. The three principal suites, the Gold Room, the Blue Room, and the Green Room, are introduced chromatically through thresholds that face the main corridor. This prelude of color sets the tone for each room’s unique interior experience. Within, glossy glass tiles, gilded surfaces, and a reduced palette of materials establish a scenographic yet restrained environment. The flooring, a Venetian terrazzo installed during earlier restoration work in the 2000s, has been retained. Its beveled borders and rounded corners respond to the proportions of each room, reinforcing a visual continuity that binds the new interventions with the inherited context. In contrast to the historical envelope, the furniture and spatial devices employ a language of monochromatic forms and minimal detailing, occasionally verging on neoplastic abstraction. This tension between old ornament and new abstraction is one of the project’s defining features. Furnishings curated by Atelier Biagetti, known for their theatrical and ironic sensibility, further enrich the atmosphere. These pieces do not mimic the historical setting but create moments of visual friction and playful ambiguity, enhancing the multi-temporal character of the interiors. Architectural Significance and Cultural Dialogue The Gironda residence exemplifies a growing discourse in contemporary architecture around adaptive reuse that neither mimics nor erases the past. Rather than treating heritage as a constraint or an aesthetic to be curated, Mecozzi engages it as an active agent in spatial transformation. The project is a case study in reversible architecture, where temporality is embedded in the design, not just its historical references. This intervention prompts broader questions about the role of preservation in contemporary practice. Can architectural interventions occupy historic contexts without becoming parasitic or nostalgic? Mecozzi’s project suggests that they can adopt a posture of critical distance and conceptual clarity. Gironda does not attempt to restore Casa Guaccimanni to a previous state or impose a singular vision of modernity. Instead, it crafts a dialogue between past and present, structured through spatial strategies, material choices, and chromatic cues. In doing so, it opens a new chapter in the building’s ongoing life, one that is fully contemporary yet deeply rooted in architectural memory. Gironda Residence in Casa Guaccimanni Plans Floor Plan | © Giovanni Mecozzi Architetti Golden Room Layout | © Giovanni Mecozzi Architetti Door Detail | © Giovanni Mecozzi Architetti Gironda Residence in Casa Guaccimanni Image Gallery About Giovanni Mecozzi Giovanni Mecozzi is an Italian architect based in Ravenna, Italy, and the founder of Giovanni Mecozzi Architetti (GMA), a multidisciplinary studio specializing in architecture, interior design, and landscape projects. After graduating from the University of Ferrara with an architecture degree, Mecozzi gained international experience working in Spain, including collaborating with Mendaro Arquitectos in Madrid. Upon returning to Italy, he co-founded GMA, focusing on projects emphasizing the relationship between architecture, the client, and the context, with a particular interest in renovating and transforming historical buildings.  Credits and Additional Notes Design Team: Giovanni Mecozzi, Cecilia Verdini, Filippo Minghetti Construction: Edilcostruzioni (Leoni Andrea) Electrical Systems: Elektra Service (Andrea Baiardi) Mechanical and Hydraulic Systems: Nuova OLP Structural Alterations: Not applicable (intervention is fully reversible) Custom Furniture: Idea Legno (Paolo Berdondini) Curtains and Fabrics: Selezione Arredamenti, Ravenna Lighting: Viabizzuno (via Tutto Luce, Cesena) Resin Coatings and Flooring: Kerakoll Rugs and Carpeting: Centro Moquette, Rimini Bathroom Furnishings: Salaroli, Ravenna Furniture, Artwork, and Design Objects Selected by: Atelier Biagetti (Milan) Furniture Designers: Alberto Biagetti and Laura Baldassarri

From large language models (LLMs) to reasoning agents, today’s AI tools bring unprecedented computational demands. Trillion-parameter models, workloads running on-device, and swarms of agents collaborating to complete tasks all require a new paradigm of computing to become truly seamless and ubiquitous. Silicon’s mid-life crisis AI has evolved from classical ML to deep learning to generative AI. The most recent chapter, which took AI mainstream, hinges on two phases—training and inference—that are data and energy-intensive in terms of computation, data movement, and cooling. At the same time, Moore’s Law, which determines that the number of transistors on a chip doubles every two years, is reaching a physical and economic plateau. For the last 40 years, silicon chips and digital technology have nudged each other forward—every step ahead in processing capability frees the imagination of innovators to envision new products, which require yet more power to run. That is happening at light speed in the AI age. As models become more readily available, deployment at scale puts the spotlight on inference and the application of trained models for everyday use cases. This transition requires the appropriate hardware to handle inference tasks efficiently. Central processing units (CPUs) have managed general computing tasks for decades, but the broad adoption of ML introduced computational demands that stretched the capabilities of traditional CPUs. This has led to the adoption of graphics processing units (GPUs) and other accelerator chips for training complex neural networks, due to their parallel execution capabilities and high memory bandwidth that allow large-scale mathematical operations to be processed efficiently. But CPUs are already the most widely deployed and can be companions to processors like GPUs and tensor processing units (TPUs). AI developers are also hesitant to adapt software to fit specialized or bespoke hardware, and they favor the consistency and ubiquity of CPUs. Chip designers are unlocking performance gains through optimized software tooling, adding novel processing features and data types specifically to serve ML workloads, integrating specialized units and accelerators, and advancing silicon chip innovations, including custom silicon. AI itself is a helpful aid for chip design, creating a positive feedback loop in which AI helps optimize the chips that it needs to run. These enhancements and strong software support mean modern CPUs are a good choice to handle a range of inference tasks. Beyond silicon-based processors, disruptive technologies are emerging to address growing AI compute and data demands. The unicorn start-up Lightmatter, for instance, introduced photonic computing solutions that use light for data transmission to generate significant improvements in speed and energy efficiency. Quantum computing represents another promising area in AI hardware. While still years or even decades away, the integration of quantum computing with AI could further transform fields like drug discovery and genomics. The developments in ML theories and network architectures have significantly enhanced the efficiency and capabilities of AI models. Today, the industry is moving from monolithic models to agent-based systems characterized by smaller, specialized models that work together to complete tasks more efficiently at the edge—on devices like smartphones or modern vehicles. This allows them to extract increased performance gains, like faster model response times, from the same or even less compute. Researchers have developed techniques, including few-shot learning, to train AI models using smaller datasets and fewer training iterations. AI systems can learn new tasks from a limited number of examples to reduce dependency on large datasets and lower energy demands. Optimization techniques like quantization, which lower the memory requirements by selectively reducing precision, are helping reduce model sizes without sacrificing performance.  New system architectures, like retrieval-augmented generation (RAG), have streamlined data access during both training and inference to reduce computational costs and overhead. The DeepSeek R1, an open source LLM, is a compelling example of how more output can be extracted using the same hardware. By applying reinforcement learning techniques in novel ways, R1 has achieved advanced reasoning capabilities while using far fewer computational resources in some contexts. The integration of heterogeneous computing architectures, which combine various processing units like CPUs, GPUs, and specialized accelerators, has further optimized AI model performance. This approach allows for the efficient distribution of workloads across different hardware components to optimize computational throughput and energy efficiency based on the use case. As AI becomes an ambient capability humming in the background of many tasks and workflows, agents are taking charge and making decisions in real-world scenarios. These range from customer support to edge use cases, where multiple agents coordinate and handle localized tasks across devices. With AI increasingly used in daily life, the role of user experiences becomes critical for mass adoption. Features like predictive text in touch keyboards, and adaptive gearboxes in vehicles, offer glimpses of AI as a vital enabler to improve technology interactions for users. Edge processing is also accelerating the diffusion of AI into everyday applications, bringing computational capabilities closer to the source of data generation. Smart cameras, autonomous vehicles, and wearable technology now process information locally to reduce latency and improve efficiency. Advances in CPU design and energy-efficient chips have made it feasible to perform complex AI tasks on devices with limited power resources. This shift toward heterogeneous compute enhances the development of ambient intelligence, where interconnected devices create responsive environments that adapt to user needs. Seamless AI naturally requires common standards, frameworks, and platforms to bring the industry together. Contemporary AI brings new risks. For instance, by adding more complex software and personalized experiences to consumer devices, it expands the attack surface for hackers, requiring stronger security at both the software and silicon levels, including cryptographic safeguards and transforming the trust model of compute environments. More than 70% of respondents to a 2024 DarkTrace survey reported that AI-powered cyber threats significantly impact their organizations, while 60% say their organizations are not adequately prepared to defend against AI-powered attacks. Collaboration is essential to forging common frameworks. Universities contribute foundational research, companies apply findings to develop practical solutions, and governments establish policies for ethical and responsible deployment. Organizations like Anthropic are setting industry standards by introducing frameworks, such as the Model Context Protocol, to unify the way developers connect AI systems with data. Arm is another leader in driving standards-based and open source initiatives, including ecosystem development to accelerate and harmonize the chiplet market, where chips are stacked together through common frameworks and standards. Arm also helps optimize open source AI frameworks and models for inference on the Arm compute platform, without needing customized tuning.  How far AI goes to becoming a general-purpose technology, like electricity or semiconductors, is being shaped by technical decisions taken today. Hardware-agnostic platforms, standards-based approaches, and continued incremental improvements to critical workhorses like CPUs, all help deliver the promise of AI as a seamless and silent capability for individuals and businesses alike. Open source contributions are also helpful in allowing a broader range of stakeholders to participate in AI advances. By sharing tools and knowledge, the community can cultivate innovation and help ensure that the benefits of AI are accessible to everyone, everywhere. Learn more about Arm’s approach to enabling AI everywhere. This content was produced by Insights, the custom content arm of MIT Technology Review. It was not written by MIT Technology Review’s editorial staff. This content was researched, designed, and written entirely by human writers, editors, analysts, and illustrators. This includes the writing of surveys and collection of data for surveys. AI tools that may have been used were limited to secondary production processes that passed thorough human review.

When it comes to bedding that’s soft and supple, the best silk sheets are hard to beat. Unlike other materials like a textured linen or crisp percale, these have a glossy look and feel that you won’t quite find in another set. What’s more, they are just as versatile as they are stylish. Silk of the highest quality is characterized as a hypoallergenic, naturally breathable fabric, which is great for hot sleepers and sleepers with sensitive skin. Plus, many sets come in neutral and bright colorways to play off of your bedroom’s design.To get a real feel for the best sets out there, our editors got to work by sleeping in on our favorite sets on the market. And since top-tier silk sheets tend to be pricey, we’ve also sprinkled in some affordable alternative options like satin and bamboo. They might trick you into thinking they’re the real thing. Here, find all of our favorites to enhance your sleep experience and self-care routine.Our Top Picks for the Best Silk Sheets:Best Overall Silk Sheets: Quince Mulberry Silk Sheet Set, $500Best Splurge: Clementine Sleepwear Atelier Medica Organic Silk Fitted Base Sheet, $899A Sustainable Set: Lunya Quintessential Bedding Set, $428Best Silk Alternative: Ettitude CleanBamboo Sheet Set, $379 $265Most Affordable: Bedsure Satin Sheets, $41For Hot Sleepers: Luxome Luxury Sheet Set, $185Browse by CategoryFor consistency, all prices reflect queen sizes in this story.The Best Silk Sheets, OverallQuince Mulberry Silk Sheet SetUpsides & DownsidesUpsides: Affordable, machine washable, made of 100% mulberry silkDownsides: Only available in a few neutral colorsSpecsMaterial: 100% mulberry silkSizes: Queen, kingColors: 3Includes: Fitted sheet, flat sheet, and 2 pillowcasesCare instructions: Machine washable, air-dry recommendedQuince is already one of our favorite destinations for luxury-on-a-budget sleep essentials. While you’ll find an affordable price point here too, the quality of these 100% mulberry silk sheets isn’t something to skip over. Senior commerce editor Nashia Baker keeps these high-quality sheets in rotation since they’re both durable and easy to care for. They are machine washable—she just keeps them with like colors for safe measure, though. From there, an air-dry gets the sheets back to their best condition. Even if you don't notice an immediate change from tumble drying, the brand says this practice can weaken the silk. As someone whose skin has gotten more sensitive over time, she appreciates the hypoallergenic, temperature-regulating material that feels soothing to sink into each night.These sheets have a 22 momme count. We dive into this more in our FAQ section, but this count essentially indicates a durable weave, and Baker says they've held up well without tears or color fading in sight.Best SplurgeClementine Atelier Medica Silk Fitted SheetUpsides & DownsidesUpsides: No off-gassing, tester says the deep hue pairs well with neutral bedding, infused with ingredients like hyaluronic acidDownsides: PriceySpecsMaterial: 100% GOTS certified organic silk beddingSizes: Twin, full, queen, kingColors: 2Includes: Fitted sheetCare instructions: Machine wash on the most delicate setting in a “silk-only” load with mild detergent. Or, hand wash with a mild detergent and gently massage the fabric for one minute to remove dirt and let it soak for the next four minutes. Rinse in fresh cold water. Do not use bleach or a fabric softener. Hang in a shady spot away from the sun to air-dry.Calling them “extremely soft and rich-feeling,” commerce writer Julia Harrison coats her bed with this silk set and adds that they’re the “kind of splurge that just feels like self-care every time you slip into it.” While they’re steeper in price, the brand notes that these sheets boast infused with ingredients like hyaluronic acid designed to leave skin feeling dewy and soothed. Harrison says she sleeps easily with these sheets and felt like they were ready for use out of the box with little to no off-gassing (though she did still give them a wash).All that aside, these sheets can instantly dress up a moody or minimalist bedroom at any given moment with the pearl white and navy blue hues. Although Harrison has a bohemian-meets-Danish design style in her space, she found the navy blue color to be surprisingly subtle. “It wasn’t screaming: silk sheets, or even worse: navy blue sheets,” she says. “I tucked it under my white duvet and it gave a really interesting contrast.”A Sustainable SetPhoto: Nashia BakerPhoto: Nashia BakerLunya Quintessential Bedding SetUpsides & DownsidesUpsides: Made of natural wood tencel fibers, soft, durable materialDownsides: Duvet and sheet set are sold separatelySpecsMaterial: 100% tencelSizes: Queen, king, California kingColors: WhiteIncludes: Fitted sheet, flat sheet, and 2 pillowcasesCare instructions: Machine wash cold and tumble dry low.Take it from Baker: Lunya’s silky sheets are a dream. At first glance, she mistook these as mulberry silk because of their glossy look. In actuality, these sheets are made of a natural fiber called tencel, which is a wood-based material. The brand notes that the bedding is biodegradable and created using an earth-friendly, closed-loop process that uses recycled materials. These are naturally breathable while also boasting a softness that she hasn’t quite felt in a standard silk set. “I wouldn’t consider myself a hot sleeper, but since NYC weather is constantly up and down, I like something that’s both airy and soft,” she says. “I sleep under the top sheet and duvet with no problem; the set keeps me comfortable during in-between spring weather that hits around the 50s and 60s.”While the duvet is sold separately, it's a plus to pair with the sheet set since it's just as durable. “I’ve had the same textured comforter with yellow embroidery for years now, and I feared that the design would show through the duvet cover since the only color Lunya has as of now is white,” Baker says. “I was pleasantly surprised to see that the duvet covered it all without any color peeking through.”Best Silk AlternativeEttitude CleanBamboo Sheet SetUpsides & DownsidesUpsides: 8 colors available, Oeko-Tex Standard 100 certified, hypoallergenicDownsides: Some colors sell out quicklySpecsMaterial: 100% CleanBamboo LyocellSizes: Twin, twin XL, full, queen, king, California kingColors: 8Includes: 1 fitted sheet, 1 flat sheet, 2 pillowcase(s). Full and queen sizes include 2 standard pillowcases; King and California king include 2 king-size pillowcases, twin and twin XL include 1 standard pillowcase.Care instructions: Wash on cold with mild detergent and like fabrics in a gentle or delicate setting. Line dry or tumble dry low. Don't use bleach or fabric softener."These sheets are buttery—pun intended,” says Baker, who has this set in the butter colorway. These are made from a patented CleanBamboo fabric that leaves the sheets with a silky sateen finish. She says they have gotten noticeably softer over time with a routine wash and dry. Plus, they are a bit thinner in a good way than other bamboo-like sets, as Baker says it leaves them with an airier feel. If trendy pastel yellow isn’t your preference, these sheets also come in several neutral and vibrant hues like sage and saffron.Most AffordableBedsure Satin SheetsUpsides & DownsidesUpsides: Affordable alternative, smooth feel, easy care (machine washable and tumble dry)Downsides: Some color might bleed on pillows after the first couple of usesSpecsMaterial: 100% polyester satinSizes: Twin, full, queen, king, California kingColors: 22Includes: Fitted sheet, flat sheet, and 2 pillowcasesCare instructions: Machine washable in cold water. Tumble dry on low.Another alternative to add to cart, these satin sheets have a smooth texture and come in nearly two dozen colors to match your bedroom. And coming in at just $41, they have more of an approachable price tag while still boasting the overall look of silk. The sheets are more slippery than a standard silk set, but the appearance itself doesn't give that away. Baker has these in burgundy and says the rich hue really shows through in person. She did notice some color bleeding on her pillows after the first couple of uses, so something to be mindful of if you opt for a deep color.For Hot SleepersPhoto: Nashia BakerLuxome Luxury Sheet SetUpsides & DownsidesUpsides: Unique colors available, deep pockets, breathableDownsides: The brand recommends washing alone on the delicate cycleSpecsMaterial: 100% Viscose from BambooSizes: Twin, twin XL, full, queen, king, California king, and split kingColors: 12Includes: 1 fitted sheet, 1 flat sheet, 2 pillowcase(s). Full, queen, king, California king, and split king sizes include 2 pillowcases; twin and twin XL include 1 standard pillowcase.Care instructions: Machine wash in cold water on a delicate cycle with a mild, liquid detergent. Don't use bleach, fabric softener, stain removers, or scent boosters. Tumble dry with low heat.These are our favorite cooling sheets for those seeking a glam aesthetic. Baker says this bamboo set is great for people like her who crave something cool-to-the-touch without sacrificing style. “These sheets have the same appearance to me as a high-end set of silk or satin without the cost,” she says, adding that they have dramatic drape. “These are even more unique because of the jewel tones, like sapphire, that are hard to find with other brands,” she says. Baker keeps her bedscape full with a mattress topper and protector, and she says these deep-pocket sheets fit easily over it all. While she says she’s generally a cold sleeper, the bamboo material is perfectly breathable for hot NYC days.How We TestedFrom bamboo to linen sheets, our testing process for sheets is one in the same at AD: Just like fellow shoppers, our editors bring sets in their homes to see if they really hold up for routine use. We had these silk and silk alternative sheets in our homes for about a month, if not more, to go through the process of washing and sleeping on them. Here areMaterial: There are several silk and silk alternative fabrics to choose from, but our list consists of pure mulberry silk, bamboo varieties, and satin that all have a similar look and feel. When shopping for pure silk, be sure look for bedding labels that note 100% mulberry silk, also known as natural silk. If you're looking for options that mirror the look of silk, 100% viscose from bamboo is typically durable and has less strict care instructions, especially tumble drying. Satin tends to be slightly more slippery in texture, but these usually still offer a silky look.Care: For streamlined care, we tested a variety of options that span hand washing to machine washing, as well as tumble drying and air-drying. Since pure silk can sometimes weaken from abrasive wash and dry cycles, it's typically recommended to hand wash and air-dry.FAQsAre Silk Sheets Really Worth It?While 100% mulberry sheets tend to be an investment price-wise, we think it's worthwhile. These can act as cooling sheets, as the material is naturally breathable for a good night's rest. And because of their smooth nature, they can leave a polished aesthetic in any bedroom. With the right care—typically machine washing on a delicate cycle or hand washing and air drying—the best silk sheets can last for years.What’s a Momme Count?A momme count is the measurement that reflects the weight of silk. Typically, the higher the momme count, the denser the fabric. Any momme count above 20 momme, like our Quince pick, is pretty standard and ensures the material is sturdy and designed to last.

From large language models (LLMs) to reasoning agents, today’s AI tools bring unprecedented computational demands. Trillion-parameter models, workloads running on-device, and swarms of agents collaborating to complete tasks all require a new paradigm of computing to become truly seamless and ubiquitous. Silicon’s mid-life crisis AI has evolved from classical ML to deep learning to generative AI. The most recent chapter, which took AI mainstream, hinges on two phases—training and inference—that are data and energy-intensive in terms of computation, data movement, and cooling. At the same time, Moore’s Law, which determines that the number of transistors on a chip doubles every two years, is reaching a physical and economic plateau. For the last 40 years, silicon chips and digital technology have nudged each other forward—every step ahead in processing capability frees the imagination of innovators to envision new products, which require yet more power to run. That is happening at light speed in the AI age. As models become more readily available, deployment at scale puts the spotlight on inference and the application of trained models for everyday use cases. This transition requires the appropriate hardware to handle inference tasks efficiently. Central processing units (CPUs) have managed general computing tasks for decades, but the broad adoption of ML introduced computational demands that stretched the capabilities of traditional CPUs. This has led to the adoption of graphics processing units (GPUs) and other accelerator chips for training complex neural networks, due to their parallel execution capabilities and high memory bandwidth that allow large-scale mathematical operations to be processed efficiently. But CPUs are already the most widely deployed and can be companions to processors like GPUs and tensor processing units (TPUs). AI developers are also hesitant to adapt software to fit specialized or bespoke hardware, and they favor the consistency and ubiquity of CPUs. Chip designers are unlocking performance gains through optimized software tooling, adding novel processing features and data types specifically to serve ML workloads, integrating specialized units and accelerators, and advancing silicon chip innovations, including custom silicon. AI itself is a helpful aid for chip design, creating a positive feedback loop in which AI helps optimize the chips that it needs to run. These enhancements and strong software support mean modern CPUs are a good choice to handle a range of inference tasks. Beyond silicon-based processors, disruptive technologies are emerging to address growing AI compute and data demands. The unicorn start-up Lightmatter, for instance, introduced photonic computing solutions that use light for data transmission to generate significant improvements in speed and energy efficiency. Quantum computing represents another promising area in AI hardware. While still years or even decades away, the integration of quantum computing with AI could further transform fields like drug discovery and genomics. The developments in ML theories and network architectures have significantly enhanced the efficiency and capabilities of AI models. Today, the industry is moving from monolithic models to agent-based systems characterized by smaller, specialized models that work together to complete tasks more efficiently at the edge—on devices like smartphones or modern vehicles. This allows them to extract increased performance gains, like faster model response times, from the same or even less compute. Researchers have developed techniques, including few-shot learning, to train AI models using smaller datasets and fewer training iterations. AI systems can learn new tasks from a limited number of examples to reduce dependency on large datasets and lower energy demands. Optimization techniques like quantization, which lower the memory requirements by selectively reducing precision, are helping reduce model sizes without sacrificing performance.  New system architectures, like retrieval-augmented generation (RAG), have streamlined data access during both training and inference to reduce computational costs and overhead. The DeepSeek R1, an open source LLM, is a compelling example of how more output can be extracted using the same hardware. By applying reinforcement learning techniques in novel ways, R1 has achieved advanced reasoning capabilities while using far fewer computational resources in some contexts. The integration of heterogeneous computing architectures, which combine various processing units like CPUs, GPUs, and specialized accelerators, has further optimized AI model performance. This approach allows for the efficient distribution of workloads across different hardware components to optimize computational throughput and energy efficiency based on the use case. As AI becomes an ambient capability humming in the background of many tasks and workflows, agents are taking charge and making decisions in real-world scenarios. These range from customer support to edge use cases, where multiple agents coordinate and handle localized tasks across devices. With AI increasingly used in daily life, the role of user experiences becomes critical for mass adoption. Features like predictive text in touch keyboards, and adaptive gearboxes in vehicles, offer glimpses of AI as a vital enabler to improve technology interactions for users. Edge processing is also accelerating the diffusion of AI into everyday applications, bringing computational capabilities closer to the source of data generation. Smart cameras, autonomous vehicles, and wearable technology now process information locally to reduce latency and improve efficiency. Advances in CPU design and energy-efficient chips have made it feasible to perform complex AI tasks on devices with limited power resources. This shift toward heterogeneous compute enhances the development of ambient intelligence, where interconnected devices create responsive environments that adapt to user needs. Seamless AI naturally requires common standards, frameworks, and platforms to bring the industry together. Contemporary AI brings new risks. For instance, by adding more complex software and personalized experiences to consumer devices, it expands the attack surface for hackers, requiring stronger security at both the software and silicon levels, including cryptographic safeguards and transforming the trust model of compute environments. More than 70% of respondents to a 2024 DarkTrace survey reported that AI-powered cyber threats significantly impact their organizations, while 60% say their organizations are not adequately prepared to defend against AI-powered attacks. Collaboration is essential to forging common frameworks. Universities contribute foundational research, companies apply findings to develop practical solutions, and governments establish policies for ethical and responsible deployment. Organizations like Anthropic are setting industry standards by introducing frameworks, such as the Model Context Protocol, to unify the way developers connect AI systems with data. Arm is another leader in driving standards-based and open source initiatives, including ecosystem development to accelerate and harmonize the chiplet market, where chips are stacked together through common frameworks and standards. Arm also helps optimize open source AI frameworks and models for inference on the Arm compute platform, without needing customized tuning.  How far AI goes to becoming a general-purpose technology, like electricity or semiconductors, is being shaped by technical decisions taken today. Hardware-agnostic platforms, standards-based approaches, and continued incremental improvements to critical workhorses like CPUs, all help deliver the promise of AI as a seamless and silent capability for individuals and businesses alike. Open source contributions are also helpful in allowing a broader range of stakeholders to participate in AI advances. By sharing tools and knowledge, the community can cultivate innovation and help ensure that the benefits of AI are accessible to everyone, everywhere. Learn more about Arm’s approach to enabling AI everywhere. This content was produced by Insights, the custom content arm of MIT Technology Review. It was not written by MIT Technology Review’s editorial staff. This content was researched, designed, and written entirely by human writers, editors, analysts, and illustrators. This includes the writing of surveys and collection of data for surveys. AI tools that may have been used were limited to secondary production processes that passed thorough human review.

May 31, 2025Ravie LakshmananMalware / Cyber Crime A multinational law enforcement operation has resulted in the takedown of an online cybercrime syndicate that offered services to threat actors to ensure that their malicious software stayed undetected from security software. To that effect, the U.S. Department of Justice (DoJ) said it seized four domains and their associated server facilitated the crypting service on May 27, 2025, in partnership with Dutch and Finnish authorities. These include AvCheck[.]net, Cryptor[.]biz, and Crypt[.]guru, all of which now display a seizure notice. Other countries that participated in the effort include France, Germany, Denmark, Portugal, and Ukraine. "Crypting is the process of using software to make malware difficult for antivirus programs to detect," the DoJ said. "The seized domains offered services to cybercriminals, including counter-antivirus (CAV) tools. When used together, CAV and crypting services allow criminals to obfuscate malware, making it undetectable and enabling unauthorized access to computer systems." The DoJ said authorities made undercover purchases to analyze the services and confirmed that they were being used for cybercrime. In a coordinated announcement, Dutch officials characterized AvCheck as one of the largest CAV services used by bad actors around the world. According to snapshots captured by the Internet Archive, AvCheck[.]net billed itself as a "high-speed antivirus scantime checker," offering the ability for registered users to scan their files against 26 antivirus engines, as well as domains and IP addresses with 22 antivirus engines and blocklists. The domain seizures were conducted as part of Operation Endgame, an ongoing global effort launched in 2024 to dismantle cybercrime. It marks the fourth major action in recent weeks after the disruption of Lumma Stealer, DanaBot, and hundreds of domains and servers used by various malware families to deliver ransomware. "Cybercriminals don't just create malware; they perfect it for maximum destruction," said FBI Houston Special Agent in Charge Douglas Williams. "By leveraging counter-antivirus services, malicious actors refine their weapons against the world's toughest security systems to better slip past firewalls, evade forensic analysis, and wreak havoc across victims' systems." The development comes as eSentire detailed PureCrypter, a malware-as-a-service (MaaS) solution that's being used to distribute information stealers like Lumma and Rhadamanthys using the ClickFix initial access vector. Marketed on Hackforums[.]net by a threat actor named PureCoder for $159 for three months, $399 for one year, or $799 for lifetime access, the crypter is distributed using an automated Telegram channel, @ThePureBot, which also serves as a marketplace for other offerings, including PureRAT and PureLogs. Like other purveyors of such tools, PureCoder requires users to acknowledge a Terms of Service (ToS) agreement that claims the software is meant only for educational purposes and that any violations would result in immediate revocation of their access and serial key. The malware also incorporates the ability to patch the NtManageHotPatch API in memory on Windows machines running 24H2 or newer to re-enable process hollowing-based code injection. The findings demonstrate how threat actors quickly adapt and devise ways to defeat new security mechanisms. "The malware employs multiple evasion techniques including AMSI bypass, DLL unhooking, anti-VM detection, anti-debugging measures, and recently added capabilities to bypass Windows 11 24H2 security features through NtManageHotPatch API patching," the Canadian cybersecurity company said. "The developers use deceptive marketing tactics by promoting 'Fully UnDetected' (FUD) status based on AvCheck[.]net results, while VirusTotal shows detection by multiple AV/EDR solutions, revealing significant discrepancies in detection rates." Found this article interesting? Follow us on Twitter  and LinkedIn to read more exclusive content we post. SHARE    

From large language models (LLMs) to reasoning agents, today’s AI tools bring unprecedented computational demands. Trillion-parameter models, workloads running on-device, and swarms of agents collaborating to complete tasks all require a new paradigm of computing to become truly seamless and ubiquitous. First, technical progress in hardware and silicon design is critical to pushing the boundaries of compute. Second, advances in machine learning (ML) allow AI systems to achieve increased efficiency with smaller computational demands. Finally, the integration, orchestration, and adoption of AI into applications, devices, and systems is crucial to delivering tangible impact and value. Silicon’s mid-life crisis AI has evolved from classical ML to deep learning to generative AI. The most recent chapter, which took AI mainstream, hinges on two phases—training and inference—that are data and energy-intensive in terms of computation, data movement, and cooling. At the same time, Moore’s Law, which determines that the number of transistors on a chip doubles every two years, is reaching a physical and economic plateau. For the last 40 years, silicon chips and digital technology have nudged each other forward—every step ahead in processing capability frees the imagination of innovators to envision new products, which require yet more power to run. That is happening at light speed in the AI age. As models become more readily available, deployment at scale puts the spotlight on inference and the application of trained models for everyday use cases. This transition requires the appropriate hardware to handle inference tasks efficiently. Central processing units (CPUs) have managed general computing tasks for decades, but the broad adoption of ML introduced computational demands that stretched the capabilities of traditional CPUs. This has led to the adoption of graphics processing units (GPUs) and other accelerator chips for training complex neural networks, due to their parallel execution capabilities and high memory bandwidth that allow large-scale mathematical operations to be processed efficiently. But CPUs are already the most widely deployed and can be companions to processors like GPUs and tensor processing units (TPUs). AI developers are also hesitant to adapt software to fit specialized or bespoke hardware, and they favor the consistency and ubiquity of CPUs. Chip designers are unlocking performance gains through optimized software tooling, adding novel processing features and data types specifically to serve ML workloads, integrating specialized units and accelerators, and advancing silicon chip innovations, including custom silicon. AI itself is a helpful aid for chip design, creating a positive feedback loop in which AI helps optimize the chips that it needs to run. These enhancements and strong software support mean modern CPUs are a good choice to handle a range of inference tasks. Beyond silicon-based processors, disruptive technologies are emerging to address growing AI compute and data demands. The unicorn start-up Lightmatter, for instance, introduced photonic computing solutions that use light for data transmission to generate significant improvements in speed and energy efficiency. Quantum computing represents another promising area in AI hardware. While still years or even decades away, the integration of quantum computing with AI could further transform fields like drug discovery and genomics. Understanding models and paradigms The developments in ML theories and network architectures have significantly enhanced the efficiency and capabilities of AI models. Today, the industry is moving from monolithic models to agent-based systems characterized by smaller, specialized models that work together to complete tasks more efficiently at the edge—on devices like smartphones or modern vehicles. This allows them to extract increased performance gains, like faster model response times, from the same or even less compute. Researchers have developed techniques, including few-shot learning, to train AI models using smaller datasets and fewer training iterations. AI systems can learn new tasks from a limited number of examples to reduce dependency on large datasets and lower energy demands. Optimization techniques like quantization, which lower the memory requirements by selectively reducing precision, are helping reduce model sizes without sacrificing performance.  New system architectures, like retrieval-augmented generation (RAG), have streamlined data access during both training and inference to reduce computational costs and overhead. The DeepSeek R1, an open source LLM, is a compelling example of how more output can be extracted using the same hardware. By applying reinforcement learning techniques in novel ways, R1 has achieved advanced reasoning capabilities while using far fewer computational resources in some contexts. The integration of heterogeneous computing architectures, which combine various processing units like CPUs, GPUs, and specialized accelerators, has further optimized AI model performance. This approach allows for the efficient distribution of workloads across different hardware components to optimize computational throughput and energy efficiency based on the use case. Orchestrating AI As AI becomes an ambient capability humming in the background of many tasks and workflows, agents are taking charge and making decisions in real-world scenarios. These range from customer support to edge use cases, where multiple agents coordinate and handle localized tasks across devices. With AI increasingly used in daily life, the role of user experiences becomes critical for mass adoption. Features like predictive text in touch keyboards, and adaptive gearboxes in vehicles, offer glimpses of AI as a vital enabler to improve technology interactions for users. Edge processing is also accelerating the diffusion of AI into everyday applications, bringing computational capabilities closer to the source of data generation. Smart cameras, autonomous vehicles, and wearable technology now process information locally to reduce latency and improve efficiency. Advances in CPU design and energy-efficient chips have made it feasible to perform complex AI tasks on devices with limited power resources. This shift toward heterogeneous compute enhances the development of ambient intelligence, where interconnected devices create responsive environments that adapt to user needs. Seamless AI naturally requires common standards, frameworks, and platforms to bring the industry together. Contemporary AI brings new risks. For instance, by adding more complex software and personalized experiences to consumer devices, it expands the attack surface for hackers, requiring stronger security at both the software and silicon levels, including cryptographic safeguards and transforming the trust model of compute environments. More than 70% of respondents to a 2024 DarkTrace survey reported that AI-powered cyber threats significantly impact their organizations, while 60% say their organizations are not adequately prepared to defend against AI-powered attacks. Collaboration is essential to forging common frameworks. Universities contribute foundational research, companies apply findings to develop practical solutions, and governments establish policies for ethical and responsible deployment. Organizations like Anthropic are setting industry standards by introducing frameworks, such as the Model Context Protocol, to unify the way developers connect AI systems with data. Arm is another leader in driving standards-based and open source initiatives, including ecosystem development to accelerate and harmonize the chiplet market, where chips are stacked together through common frameworks and standards. Arm also helps optimize open source AI frameworks and models for inference on the Arm compute platform, without needing customized tuning.  How far AI goes to becoming a general-purpose technology, like electricity or semiconductors, is being shaped by technical decisions taken today. Hardware-agnostic platforms, standards-based approaches, and continued incremental improvements to critical workhorses like CPUs, all help deliver the promise of AI as a seamless and silent capability for individuals and businesses alike. Open source contributions are also helpful in allowing a broader range of stakeholders to participate in AI advances. By sharing tools and knowledge, the community can cultivate innovation and help ensure that the benefits of AI are accessible to everyone, everywhere. Learn more about Arm’s approach to enabling AI everywhere. This content was produced by Insights, the custom content arm of MIT Technology Review. It was not written by MIT Technology Review’s editorial staff. This content was researched, designed, and written entirely by human writers, editors, analysts, and illustrators. This includes the writing of surveys and collection of data for surveys. AI tools that may have been used were limited to secondary production processes that passed thorough human review.

May 30, 2025The Hacker NewsHealthcare / Zero Trust Breaking Out of the Security Mosh Pit When Jason Elrod, CISO of MultiCare Health System, describes legacy healthcare IT environments, he doesn't mince words: "Healthcare loves to walk backwards into the future. And this is how we got here, because there are a lot of things that we could have prepared for that we didn't, because we were so concentrated on where we were." This chaotic approach has characterized healthcare IT for decades. In a sector where lives depend on technology working flawlessly 24/7/365, security teams have traditionally functioned as gatekeepers—the "Department of No"—focused on protection at the expense of innovation and care delivery. But as healthcare continues its digital transformation journey, this approach is no longer sustainable. With 14 hospitals, hundreds of urgent care clinics, and nearly 30,000 employees serving millions of patients, MultiCare needed a different path forward – one that didn't sacrifice innovation for safety. That shift began with a mindset change at the top that was driven by years of experience navigating these exact tensions. Jason Elrod's View: The Healthcare Security Conundrum After 15+ years as a healthcare CISO, Elrod has a unique perspective on the security challenges facing healthcare organizations. According to him, healthcare's specific operational realities create security dilemmas unlike any other industry: Always-on operations: "When can you take it down? When can you stop everything and upgrade it?" asks Elrod. Unlike other industries, healthcare operates 24/7/365 with little room for downtime. Life-or-death access requirements: "We have to make sure all the information they need is available when they need it, with the minimum amount of friction possible. Because it's me, it's you, it's our communities, it's our loved ones, it's life or death." Expanding attack surface: With the shift to telemedicine, remote work, and connected medical devices, the threat landscape has expanded dramatically. "It's like a bowl of spaghetti where each strand needs to be able to talk to one end or the other, but just to the strands it needs to." Misaligned incentives: "IT historically has been concentrated on availability and speed and access, ubiquitous access… And security says, 'That's a fantastic Lego car you built. Before you can go outside and play with it, I'm going to stick a bunch more Legos on top of it called security, privacy, and compliance.'" It's a recipe for burnout, blame, and breakdowns. But what if security could enable care instead of obstructing it? Watch how MultiCare turned that possibility into practice in the Elisity Microsegmentation Platform case study with Jason Elrod, CISO, MultiCare Health System. Identity: The Key to Modern Healthcare Security The breakthrough for MultiCare came with the implementation of identity-based microsegmentation through Elisity. "The biggest attack surface is the identity of every individual," notes Elrod. "Why are the attacks always on identity? Because in healthcare, we must make sure all the information is available when they need it, with the minimum amount of friction possible." Traditional network segmentation approaches relied on complex VLANs, firewalls, and endpoint agents. The result? "A Byzantine spaghetti mess" that became increasingly difficult to manage and update. Elisity's approach changed this paradigm by focusing on identity rather than network location: Dynamic security policies that follow users, workloads, and devices wherever they appear on the network Granular access controls that create security perimeters around individual assets Policy enforcement points that leverage existing infrastructure to implement microsegmentation without requiring new hardware, agents, or complex network reconfigurations From Skepticism to Transformation When Elrod first introduced Elisity to his team, they responded with healthy skepticism. "They're like, 'Did you hit your head? Are you sure you read what you were saying? I thought you stopped drinking,'" Elrod recalls. The technical teams were doubtful that such a microsegmentation solution could work with their existing infrastructure. "They said, 'That doesn't sound like something that can be done,'" shares Elrod. But seeing was believing. "When you see people who are deeply technical, people who just know their craft really well, and they see something and go 'Wow'… it shakes the pillars of their opinions about what can be done," explains Elrod. The Elisity solution delivered on its promises: Rapid implementation without disruptive network changes Real-time automated or manual policy adjustments that previously took weeks to implement Comprehensive visibility across previously siloed environments Enhanced security posture without compromising availability ...all without forcing a tradeoff between protection and performance. But what surprised Elrod most wasn't just what the technology did, but how it changed the people using it.[JE2] Breaking Down Walls Between Teams Perhaps the most unexpected benefit was how the solution transformed relationships between teams. "There's been a friction point. Put this control and constraint around the network. Who's the first person to call? They're going to call IT. 'I can't do this thing.' And I'm saying, 'Well, you can't open everything, because everybody can't have everything. Because the bad guys will have everything then,'" Elrod explains. Identity-based microsegmentation changed this dynamic: "It changed from 'How do I get around you?' and 'How do you get around me?' to cooperation. Because now it's like, 'Oh, well, let's make that change together.' It shifted culturally, and this was not something I expected… We really are on the same team. This is a solution that works for all of us, makes all of our jobs better, Security and IT. It is a force multiplier across the organization," says Elrod. With Elisity, security and IT teams now share incentives rather than competing priorities. "The same thing that allows me to make connectivity work between this area and here in a frictionless fashion is also the same exact thing that provides the rationalized security around it. Same tool, same dashboard, same team," Elrod notes. Enabling a Culture of Yes For healthcare providers, the impact is profound. "If they don't have to worry about access, don't have to worry about the controls, they can take the cognitive load of thinking and worrying about the compliance factors of it, the security, the privacy, the technology underlying the table that they're working on," says Elrod. This shift enables a fundamental change in how security interacts with clinical staff: Speed of delivery: "We can do that at the speed of need as opposed to the speed of bureaucracy, the speed of technology, the speed of legacy," explains Elrod. Granular control: "How would you like your own segment on the network, wherever you may roam? I can base it on your identity, wherever you're at," Elrod shares. Enhanced trust: "Being able to instill that confidence that, 'Hey, it's secure, it's stable, it's scalable, it's functional, we can support it. And we can move at the pace that you want to move at.'" Breaking Down Silos: The Business Imperative of Security-IT Integration The traditional separation between security and IT operations teams is rapidly becoming obsolete as organizations recognize the strategic advantages of integration. Recent research demonstrates compelling business benefits for enterprises that successfully bridge this divide, particularly for those in manufacturing, industrial, and healthcare sectors. According to Skybox Security (2025), 76% of organizations believe miscommunication between network and security teams has negatively impacted their security posture. This disconnect creates tangible security risks and operational inefficiencies. Conversely, organizations with unified security and IT operations reported 30% fewer significant security incidents compared to those with siloed teams. For healthcare organizations, the stakes are even higher. Among healthcare institutions that experienced ransomware attacks, those with siloed security and IT operations reported a 28% increase in patient mortality rates in 2024, up from 23% in 2023 (Ponemon Institute & Proofpoint, 2024). This stark reality underscores that cybersecurity integration isn't just an operational consideration—it's a patient safety imperative. The financial case for integration is equally compelling. A Forrester Total Economic Impact study on ServiceNow Security Operations solutions demonstrated a 238% ROI and $6.2 million in present value benefits, with a 6-month payback period when integrating security and IT operations (Forrester/ServiceNow, 2024). Forward-thinking organizations are adopting sophisticated integration models like Cyber Fusion Centers. Gartner research confirms these represent a significant advancement over traditional security operations, predicting that by 2028, 20% of large enterprises will shift to cyber-fraud fusion teams to combat internal and external adversaries, up from less than 5% in 2023. For enterprise leaders, the message is clear: breaking down operational silos between security and IT teams isn't just good practice—it's essential for comprehensive protection, operational efficiency, and competitive advantage in today's threat landscape. Few understand that better than Elrod, who's spent decades trying to bridge this gap both technologically and culturally. The Bridge to Modern Healthcare For Elrod, identity-based microsegmentation represents more than just a technology solution—it's a bridge between where healthcare has been and where it needs to go. "Technology in the past wasn't bought because it was crappy… They were great. Good intention. They did what they needed to do at the time. But there's a lot of temporal distance between now and when that made sense," he explains. Elisity helps MultiCare "build that bridge from where we have been to where we need to go… It's a ladder out of the pit. This is great. Let's stop throwing things in there. Let's actually do things in a rational fashion," says Elrod. Looking Ahead While no single solution can address all of healthcare's security challenges, identity-based microsegmentation is "one of the bricks on the yellow brick road to making healthcare security and technology the culture of Yes," according to Elrod. As healthcare organizations continue to balance security requirements with the need for frictionless care delivery, solutions that align these competing priorities will become increasingly essential. By implementing identity-based microsegmentation, MultiCare has transformed security from a barrier to an enabler of modern healthcare—proving that with the right approach, it's possible to create a culture where "yes" is the default response without compromising security or compliance. Ready to escape your own security "mosh pit" and build a bridge to modern healthcare? Download Elisity's Microsegmentation Buyer's Guide 2025. This resource equips healthcare security leaders with evaluation criteria, implementation strategies, and ROI frameworks that have helped organizations like MultiCare transform from the "Department of No" to a "Culture of Yes." Begin your journey toward identity-based security today. To learn more about Elisity and how we help transform healthcare organizations like MultiCare, visit our website here. Found this article interesting? This article is a contributed piece from one of our valued partners. 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Elon Musk's father Errol is once again sounding off about his billionaire son — and as usual, he has nothing nice to say.In an interview with England's Sky News, the elder Musk heaped on the criticism when asked to describe his famous spawn's political prowess."He's not a very good conversationalist," the patriarch said. "He's not a very good politician at all."The former emerald miner went on to say that Musk doesn't have the "gift of gab" and suggested that he tried to warn his son against going into politics, which he bizarrely characterized as a bottomless "human swimming pool" in which nobody, including Winston Churchill or Donald Trump, can stay afloat.Notably, the Sky interview aired just before the younger Musk announced that his time as a "special government employee" in the United States was up. Soon after, the father — with whom Musk has been estranged since learning that he'd impregnated his step-sister — told GB News that his son and Trump still have a "good relationship."During his Sky interview, the older Musk also argued with broadcaster Gillian Joseph, a Black woman, about whether or not a so-called "white genocide" is taking place in South Africa, his and Elon's home country.When Joseph pointed out that a recent videos Trump shared purporting to show attacks against white farmers in SA was actually filmed in the Democratic Republic of Congo and taken out of context, Musk — who's shared fond memories of how "well-run" the country was during apartheid — kept insisting that was "not true.""Where's the evidence?" Joseph asked, as the elder Musk kept repeating "no, no, no" and spoke over her. Coincidentally, his billionaire son gave an extremely similar performance when speaking at Bloomberg's Qatar Economic Forum earlier in the month when reporter Joumanna Bercetche had the audacity to not laugh at one of his dumb jokes.For all their animosity, it seems Elon and Errol have a lot in common when it comes to being weird with women. Maybe the apple doesn't fall far from the emerald mine.More on the younger Musk: You Can Suddenly Sense Elon Musk's DesperationShare This Article

These annual rankings were last updated on May 30, 2025. Want to see your firm on next year’s list? Continue reading for more on how you can improve your studio’s ranking. Ireland’s architecture is a rich tapestry of vernacular craft, foreign architecture, and, most importantly, good ol’ grit. Like any nation, Ireland’s complex history is easily contextualized through its urban makeup. Dublin and Cork, for example contain a wealth of Georgian and Victorian structures that directly speak to the republic’s past ties to Britain through churches, libraries and courthouses. In the 20th century, Irish designers turned to modernism and other international trends, this time on their own terms. Art Deco, Brutalism and sleek Modern structures began to appear around the country, generating an architectural expression to mirror the republic’s newfound independence. Ireland’s traditional architecture — specifically the thatched cottage — was again made popular by tourists seeking a quintessential ‘Irish experience.’ Today’s designers continuously engage with discourse surrounding nationalism. What is the quintessential ‘Irish experience’, and how does it inform today’s architecture? With a built environment rooted in pluralism, Irish architects have an incredible opportunity to recreate and rectify an architectural language that best represents today’s Irish folk. With so many architecture firms to choose from, it’s challenging for clients to identify the industry leaders that will be an ideal fit for their project needs. Fortunately, Architizer is able to provide guidance on the top design firms in Ireland based on more than a decade of data and industry knowledge. How are these architecture firms ranked? The following ranking has been created according to key statistics that demonstrate each firm’s level of architectural excellence. The following metrics have been accumulated to establish each architecture firm’s ranking, in order of priority: The number of A+Awards won (2013 to 2025) The number of A+Awards finalists (2013 to 2025) The number of projects selected as “Project of the Day” (2009 to 2025) The number of projects selected as “Featured Project” (2009 to 2025) The number of projects uploaded to Architizer (2009 to 2025) Each of these metrics is explained in more detail at the foot of this article. This ranking list will be updated annually, taking into account new achievements of Ireland architecture firms throughout the year. Without further ado, here are the 30 best architecture firms in Ireland: 30. Hussey Architects © Hussey Architects Hussey Architects was established in 2009 in Dublin. The practice has grown from working on small domestic projects then to large healthcare, housing and hospitality projects now. We are a small practice with experience completing large projects. Over the past decade we have completed seven Primary Care Centres, two hotels, a nursing home, ten masterplans and over one hundred houses. Our focus is on designing simple economical buildings that respect their context. Our style has evolved from our more angular early buildings and projects to a more classical simple architectural language in traditional materials. Some of Hussey Architects’ most prominent projects include: National Leprechaun Museum Cafe The Hendrick, Dublin, Ireland Navan Road Primary Care Centre, Dublin, Ireland Celbridge Primary Care Centre, Celbridge, Ireland Balbriggan Primary Care Centre, Balbriggan, Ireland The following statistics helped Hussey Architects achieve 30th place in the 30 Best Architecture Firms in Ireland: Total Projects 14 29. Donaghy & Dimond Architects © Donaghy & Dimond Architects Based in Dublin, Donaghy + Dimond Architects was established in 2001 by Marcus Donaghy and Will Dimond, two architects with extensive experience of working on urban and rural design projects in Ireland and abroad. The practice has developed a reputation for high-quality, innovative and sustainable design, and has been selected for numerous national and international awards for completed projects. Their work has been published and exhibited in Ireland, Europe and the USA. Some of Donaghy & Dimond Architects’ most prominent projects include: Laneway Wall Garden House, Dublin, Ireland The following statistics helped Donaghy & Dimond Architects achieve 29th place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 1 28. ABK Architects © ABK Architects Established in 1961, ABK Architects is a design-led practice with an international reputation for the delivery of buildings of the highest quality. It is renowned for its work in many fields including master-planning, education, healthcare, housing and the arts. The practice offers skills in architecture and related fields such as urban design and planning, interior and furniture design and is one of the leading exponents of sustainability in the field of architecture. Implicit in the work of ABK is a search for quality, which concerns the character and atmosphere of spaces and a sense of place. Each building proposal is a unique response, integrating the general and the particular into a coherent whole. Some of ABK Architects’ most prominent projects include: Roscommon Civic Offices, Roscommon, Ireland The following statistics helped ABK Architects achieve 28th place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 1 27. de Siún Scullion Architects © de Siún Scullion Architects We are a new Dublin-based Architecture practice offering a broad range of experience and specialist expertise in high quality, innovative and sustainable design to both public and private sector clients Some of de Siún Scullion Architects’ most prominent projects include: 5Cube, Dublin, Ireland The following statistics helped de Siún Scullion Architects achieve 27th place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 1 26. TAKA architects © TAKA architects TAKA is an architectural practice based in Dublin, Ireland. Our practice is focused on creating buildings, places and moments which have a distinct character. Our approach involves a careful and economic approach to materials and construction and a first-principles approach to sustainability. We collaborate closely with clients, professional consultants, and expert makers to ensure the ambitions of projects are met and exceeded. A continuing level of excellence in the built work of the practice is recognized by multiple national and international awards and worldwide publication. Some of TAKA architects’ most prominent projects include: Merrion Cricket Club, Dublin, Ireland The following statistics helped TAKA architects achieve 26th place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 1 25. NOJI Architects © NOJI NOJI Architects are a practice based in Sligo Town working on individual and collaborative projects throughout Ireland. NOJI architects have been in existence for 4 years, now with two staff and the principle architect being John Monahan. The practice has been primarily involved with residential work ranging from renovation extensions of period properties to one off houses and the possibility of community level buildings in the near future. In parallel to the mainly residential work there is an emphasis on the smaller scale design projects allowing an artistic expression and shorter build fruition periods. NOJI architects aim to have craft and innovative design solutions at the core of their work. Some of NOJI Architects’ most prominent projects include: Scale of Ply, Dublin, Ireland The following statistics helped NOJI achieve 25th place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 1 24. Carr Cotter Naessens Architects © Dennis Gilbert, VIEW Box Architecture was created in 1997. Since conception, the company has been established as a leading design practice in the nation. Quality has remained the focus of Box throughout and this has been employed to a variety of projects including urban schemes, apartment units, award-winning private commissions, corporate offices, crèches and housing developments. The success of Box Architecture is achieved through a personal approach to understand client needs. With a hands-on approach, technical expertise, creative execution and a commitment to continued education, the company applies a philosophy of the highest principle in order to contribute to a sustainable future and maintain quality architecture. Some of Carr Cotter Naessens Architects’ most prominent projects include: dlrLexicon, Dublin, Ireland The following statistics helped Carr Cotter Naessens Architects achieve 24th place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 1 23. Box Architecture Timber elements mark the transition between openness and enclosure - © Box Architecture Box Architecture was created in 1997. Since conception, the company has been established as a leading design practice in the nation. Quality has remained the focus of Box throughout and this has been employed to a variety of projects including urban schemes, apartment units, award-winning private commissions, corporate offices, crèches and housing developments. The success of Box Architecture is achieved through a personal approach to understand client needs. With a hands-on approach, technical expertise, creative execution and a commitment to continued education, the company applies a philosophy of the highest principle in order to contribute to a sustainable future and maintain quality architecture. Some of Box Architecture’s most prominent projects include: BALLYROAN PARISH CENTRE Ballyroan Library The following statistics helped Box Architecture achieve 23rd place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 2 22. Kingston Lafferty Design © Donal Murphy Kingston Lafferty Design are an award-winning, international multi-disciplinary design company run by Roisin Lafferty based in Dublin, Ireland. At KLD we think differently about design. Our designs take people on a journey, delivering fun and unexpected experiences. With a holistic approach, we study the way in which people live and work to create tactile and meaningful design, putting human behavior at the centre of every project. Some of Kingston Lafferty Design’s most prominent projects include: Dublin Residence, Dublin, Ireland Ballsbridge Residence, Dublin, Ireland Ranelagh Residence, Dublin, Ireland The following statistics helped Kingston Lafferty Design achieve 22nd place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 3 21. Architecture Republic © Architecture Republic Architecture Republic with offices in Dublin (Ireland)and Lyon (France) operates in the fields of architecture, urbanism and landscape design. We engage with engineers, artists, researchers, policy-makers, and other professionals through research, analysis and cross disciplinary collaboration. We find the seeds of our inspiration in the rich and complex realm of ordinary everyday life. We believe in the social engagement and spatial power of architecture more than its visual or plastic expression. We believe in architecture that creates public spaces and democratic cities. An architecture that revitalizes redefines and strengthens existing buildings and neighbourhoods. Some of Architecture Republic’s most prominent projects include: The Plastic House, Dublin, Ireland Formwork Studio Brick a Back, Gordon Street, Dublin, Ireland Orla Kiely’s New York Store, New York, New York The following statistics helped Architecture Republic achieve 21st place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 4 20. Conneely Wessels Architects © F22 PHOTOGRAPHY Conneely Wessels Architects is an Award Winning Architectural Practice, established in 2008 and based in Kinsale, County Cork. Our practice provides a responsive, imaginative and professional service, tailored to the aspirations of each of our clients, and to deliver quality results, regardless of commission size or type. Some of Conneely Wessels Architects’ most prominent projects include: Three Pavilions, House Clancy, Kinsale, Ireland Peek-a-Boo!, Kinsale, Ireland Cardinal Point, Kinsale, Ireland Ardgwee House, Kinsale, Ireland The following statistics helped Conneely Wessels Architects achieve 20th place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 4 19. ARCHITECTSTM © Ros Kavanagh ARCHITECTSTM is a design practice founded by Tom Maher. Based in Dublin, Ireland the firm boasts a portfolio of residential, cultural and commercial designs. Some of ARCHITECTSTM’s most prominent projects include: K HOUSE, Ranelagh, Ireland GARDENER’S WORLD (FUTURE), Callan, Ireland SLATE STOREY EXTENSION, Dublin, Ireland COTTAGE, County Kilkenny, Ireland 8BY4, Dublin, Ireland The following statistics helped ARCHITECTSTM achieve 19th place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 5 18. Paul Dillon Architects © Paul Dillon Architects In 1999, architect Paul Dillon established his full-service practice in Galway, which quickly earned a reputation for combining design sensitivity with professional management and delivery. Each year, paul dillon architects complete a small number of challenging everyday projects, ranging from domestic extensions and garden designs to large commercial, retail, industrial and public projects. This commitment to the process of building, has been recognized with numerous national and international publications and awards. The completed work, both public and private, is receiving growing understanding and appreciation from those who take responsibility for their built environment. Some of Paul Dillon Architects’ most prominent projects include: Carnaun Primary School, Athenry, Ireland Extension to Secondary School, County Galway, Ireland Kilrickle Primary School, Kilreekill, Ireland Art Room, Secondary School, Aran Islands, County Galway, Ireland Art Room, Inis Mór, County Galway, Ireland The following statistics helped Paul Dillon Architects achieve 18th place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 5 17. Isabel Barros Architects © Robert Mullan Photography isabel barros architects are driven by a passion for creating high quality contemporary architecture. Our goal is to make good design available to the general public while maintaining a strong focus on the energy efficiency and sustainability of our designs. Some of Isabel Barros Architects’ most prominent projects include: Seaview House, Wexford, Ireland Conservation Works at Brandon House Hotel, New Ross, Ireland Extension to House Over 100 Years Old, Ireland River House Kilkenny, Kilkenny, Ireland Shaolin Cottage, Ireland The following statistics helped Isabel Barros Architects achieve 17th place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 6 16. Solearth Architecture © Solearth Architecture Solearth Architecture specialise in design that is both beautiful and deeply sustainable. We have for 15 years been Irelands leading green design firm and now provide architecture, design and consulting services further afield. All projects and client types are of interest to us but our key experience to date lies in hospitality, visitor, environment, wellness and buildings for spirituality as well as housing and private houses. We also have expertise in sustainable masterplanning and urban design. We are Europes only Living Building accredited practice. Some of Solearth Architecture’s most prominent projects include: Airfield Evolution, Dublin, Ireland Castle Espie, Northern Ireland, United Kingdom The Daintree Building, Dublin, Ireland Ballybay Wetland Centre, Ballybay, Ireland Dechen Shying, Cork, Ireland The following statistics helped Solearth Architecture achieve 16th place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 7 15. Foley Architects © Foley Architects, CAMPUS Foley Architects is an architectural practice based in Dublin led by Stephen Foley and Marta Lopez driven by creating sustainable buildings and considered spaces that connect to their physical and social contexts. Our mission is to uncover what is special about each project to create unique spaces and buildings which can inspire communities. The concept of our first built project, the Eastbourne Beach Hut took inspiration from a local story involving fossils and was developed using digital fabrication tools. The pavilion’s translucent skin allows it to transform at night, emitting light and expressing its structure. The Cork Butter museum involved the adaptive reuse of an existing space, it’s remodelling and installation of elements for a collection of artefacts, using economic materials like mild steel and birch plywood. Some of Foley Architects’ most prominent projects include: The Lark Theatre, Dublin, Ireland Eastbourne Beach Hut, Eastbourne, United Kingdom Rossaveel Small Craft Harbour, Galway, Ireland 12th Lock Area Masterplan, Lucan, Ireland Killybegs Small Craft Harbour, Donegal, Ireland The following statistics helped Foley Architects achieve 15th place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 9 14. David Flynn Architects © David Flynn Architects Ltd We are award-winning Architects in Dublin specializing in residential projects, including newbuild houses, reconstruction and significant refurb / extension / transformation of existing. We are currently engaged as Architects in a small number of projects across Dublin with construction values ranging from €400,000 up to €1.5m. The majority of our houses will end up as highly efficient A-rated homes for life. We have a track record in delivering highly bespoke residential architecture projects which run smoothly through design, planning and construction stages, many of which have received awards and been widely published. We use highly detailed 3D Digital models to plan, visualise and clearly communicate from early in the design process to ensure a successful outcome. Some of David Flynn Architects’ most prominent projects include: Garden Retreat, Blackrock, Ireland Mount Merrion, Dublin, Ireland 1930s Extension Renovation, Booterstown, Ireland 1870s period house extension, Sandymount, Ireland Rebuild & Renovation, Clonskeagh, Ireland The following statistics helped David Flynn Architects achieve 14th place in the 30 Best Architecture Firms in Ireland: Featured Projects 1 Total Projects 10 13. ODKM Architects & Designers © ODKM Architects & Designers ODKM are highly experienced award-winning architectural practice, with accolades and publications both in Ireland and abroad. We love design, how it makes us feel, and what it offers us every day, and we are passionate about how important this is in creating new spaces, identities and places that exceed our clients expectations. Ultimately, buildings are about people, and we believe in quality driven design to create environments with a sense of place. Our team each bring unique and diverse skills to the practice, all stemming from a common holistic design philosophy; that design can improve the quality of our lives, and make us happier. Some of ODKM Architects & Designers’ most prominent projects include: Ranelagh House, Dublin, Ireland The following statistics helped ODKM Architects & Designers achieve 13th place in the 30 Best Architecture Firms in Ireland: A+Awards Finalist 1 Featured Projects 1 Total Projects 1 12. Architectural Farm © Ste Murray | Photography & Design Architectural Farm is a design focused architectural studio based in Dublin. The studio has been led by Shane Cotter and Kathryn Wilson since 2010. To date the practice has worked on a variety of projects specializing in residential and public commissions in both urban and rural settings but also have collaborated on retail, commercial and landscaping projects. Some of Architectural Farm’s most prominent projects include: Walled Garden, Ballsbridge, Ireland St Declans Terrace, Saint Declan’s Terrace, Ireland The following statistics helped Architectural Farm achieve 12th place in the 30 Best Architecture Firms in Ireland: Featured Projects 2 Total Projects 2 11. GKMP Architect © GKMP Architect GKMP Architects is a Dublin-based practice that designs high quality modern architecture. Our recent projects include house design, domestic extensions, public spaces and tourist facilities. Some of GKMP Architect’s most prominent projects include: Hedge House at Leeson Walk, Dublin, Ireland House Extension at Silchester Park, Dublin, Ireland The following statistics helped GKMP Architect achieve 11th place in the 30 Best Architecture Firms in Ireland: Featured Projects 2 Total Projects 2 10. Aughey O’Flaherty Architects © Aughey O'Flaherty Architects Since the start, in 1999, we have been blessed with great clients. We work closely with them to understand their needs and create buidings to fit those needs. By 2003, the practice had won the first of many awards and in 2005, we won the prestious RIAI award, best building in the landscape.As conservation architects, we have Grade II RIAI Conservation Accreditation. Some of Aughey O’Flaherty Architects’ most prominent projects include: Fethard House on Mount Anville, Goatstown, Ireland New House The following statistics helped Aughey O'Flaherty Architects achieve 10th place in the 30 Best Architecture Firms in Ireland: Featured Projects 2 Total Projects 3 9. BRENNAN | FURLONG Architects & Urban Planners © BRENNAN | FURLONG Architects & Urban Planners BRENNAN | FURLONG Architects, founded in 2015 by Gareth Brennan and Séamus Furlong, is an award-winning RIAI-registered practice based in Clontarf, Dublin. The practice is accredited in Conservation (Grade III), can act as Project Supervisors for the Design Process (PSDP) and holds full Professional Indemnity Insurance. The work of the practice – a mix of residential and commercial projects — centers on the principle that the well-considered and carefully developed design of buildings and spaces we use every day helps to enrich and enliven our experience and interaction with the built environment. Some of BRENNAN | FURLONG Architects & Urban Planners’ most prominent projects include: GLENTORA, Howth, Dublin, Ireland FOUR WINDS, Dublin, Ireland STRAND ROAD, Dublin, Ireland LERRIG, Dublin, Ireland The following statistics helped BRENNAN | FURLONG Architects & Urban Planners achieve 9th place in the 30 Best Architecture Firms in Ireland: Featured Projects 2 Total Projects 4 8. Ambient Architecture © Ambient Architecture At Ambient Architecture we design exclusive residences for private clients in new builds, renovation and conservation projects. For our commercial partners, we develop innovative, sustainable, and sound feasibility and planning solutions. As architects we focus on providing the best outcome for our clients, in terms of design, costs, and buildability. Some of Ambient Architecture’s most prominent projects include: New house in Malahide, Malahide, Ireland Rathgar Redbrick, Dublin, Ireland Loreto Abbey Dalkey Sportshall, Dalkey, Ireland Rathmines Redbrick, Dublin, Ireland 2SEMIS, Dublin, Ireland The following statistics helped Ambient Architecture achieve 8th place in the 30 Best Architecture Firms in Ireland: Featured Projects 2 Total Projects 5 7. Coady Architects © Coady Architects Coady Architects is an award winning practice of highly skilled professionals, specializing in healthcare, residential, workplace and education design. We are passionate about understanding our clients’ and end users’ needs. We understand commercial drivers and add value at every opportunity. We enjoy design, we listen and explore, we innovate and challenge to deliver better environments and better buildings. Some of Coady Architects’ most prominent projects include: Scholen van Morgen. VIIO, Tongeren, Belgium Eolas, Maynooth University, Maynooth, Ireland Clinical Education and Research Centre, Limerick, Ireland Scholen van Morgen. Heilig Hart van Mariainstituut, Berlaar, Belgium Scholen van Morgen, Virga Jessecollege, Hasselt, Belgium The following statistics helped Coady Architects achieve 7th place in the 30 Best Architecture Firms in Ireland: Featured Projects 2 Total Projects 5 6. Architecture 53seven © Architecture 53seven Architecture 53seven is focussed on the delivery of inventive architecture and urban design, with a particular interest in developing new programmatic forms that reflect the complexities of the contemporary city. Established by Jason O’Shaughnessy in 2000, Architecture 53seven has developed a series of acclaimed projects in Ireland and overseas and was nominated for the European Union Prize for Contemporary Architecture – the Mies van der Rohe Award in 2009. Some of Architecture 53seven’s most prominent projects include: Egans Juice Bar and Roof Terrace, Main Street, Portlaoise, Ireland Tullow Ciivic Offices and Library Montenegro Villa, Dobra Voda, Montenegro Villa Petrovic, Dobra Voda, Montenegro Renaasance day hospital The following statistics helped Architecture 53seven achieve 6th place in the 30 Best Architecture Firms in Ireland: Featured Projects 2 Total Projects 37 5. FKL architects © FKL architects FKL architects is committed to contemporary design with a focus on the application of abstract ideas to built form. Each project is approached from first principles by responding to the specifics of site and program and formulating a singular concept that informs all aspects of the design. This individual concept is firmly rooted in the pragmatics of the project. We seek to condense ideas to their essentials, from the building form to the detail of junctions between materials with all decisions re-affirming and complementing the primary concept. The form and language of each project grows out of this approach leading to a diversity in the work, within a framework given by enduring interests; in space, atmosphere, assemblage, pattern, hierarchy, texture and materiality. Some of FKL architects’ most prominent projects include: A House, Rathmines, Ireland A house, Rathmines, Ireland St John’s House Nursing Home, Dublin, Ireland Brick House Reuben Street Apartments, Dolphins Barn, Ireland The following statistics helped FKL architects achieve 5th place in the 30 Best Architecture Firms in Ireland: Featured Projects 3 Total Projects 17 4. Heneghan Peng Architects © Iwan Baan heneghan peng architects is a design partnership practicing architecture, landscape and urban design. The practice was founded by Shih-Fu Peng and Róisín Heneghan in New York in 1999 and in 2001 opened an office in Dublin, Ireland. We take a multi-disciplinary approach to design and have collaborated with many leading designers and engineers on a range of projects which include larger scale urban masterplans, bridges, landscapes and buildings. Current projects include the Canadian Canoe Museum, The Old Library refurbishment at Trinity College Dublin, the Visitors’ Centre at the Berlin Botanic Gardens and the Grand Egyptian Museum. Some of Heneghan Peng Architects’ most prominent projects include: The Palestinian Museum, Bir Zayt Air BnB European Operations Hub, Dublin, Ireland School of Architecture and Design/Library at the University of Greenwich, London, United Kingdom The following statistics helped Heneghan Peng Architects achieve 4th place in the 30 Best Architecture Firms in Ireland: Featured Projects 3 Total Projects 3 3. Scullion Architects © Scullion Architects SCULLION ARCHITECTS are a Dublin-based Architectural Studio established by Declan Scullion MRIAI, providing architectural services for both the public and private sector. The practice’s work is characterized by a particular attention to user experience supported by an interest in things well-made. Our ambition is to provide a dedicated and professional service delivering exceptional buildings. Some of Scullion Architects’ most prominent projects include: Grand Canal Street, Dublin, Ireland Glass Ribbon, Dublin, Ireland Blackrock House, Dundalk, Ireland Churchtown, Dublin, Ireland The Liberties, Dublin, Ireland The following statistics helped Scullion Architects achieve 3rd place in the 30 Best Architecture Firms in Ireland: Featured Projects 4 Total Projects 5 2. ODOS © ODOS The constant questioning of how people work, rest and play in today’s society is the fundamental driving force behind the practice. We strongly believe our clients deserve to be challenged and that buildings need to inspire their occupants. As architects we have a duty to expose such possibilities. We hope to instill a sense of curiosity and excitement, stimulating a response, confronting and challenging traditional conceptions of architecture Some of ODOS’s most prominent projects include: Flynn Mews House, Dublin, Ireland Dwelling at Maytree, Wicklow, Wicklow, Ireland 3 Mews Houses, Dublin, Ireland Grangegorman, Dublin 7, Dublin, Ireland 31 Carysfort Road, Dalkey, Ireland The following statistics helped ODOS achieve 2nd place in the 30 Best Architecture Firms in Ireland: A+Awards Finalist 1 Featured Projects 4 Total Projects 9 1. McCullough Mulvin Architects © McCullough Mulvin Architects McCullough Mulvin Architects is an architecture and urban design practice based in Dublin. Much of our work has been in the design of cultural and civic buildings around Ireland, projects working to define a new public realm in a changing society, dealing with Ireland’s diffuse light and stark materiality. The work is based around an idea of experimentation – from small domestic work through to larger civic projects – testing at all scales, the work is original and the response to each brief particular. There is no house style, rather a concern for improving the lives of people by designing public and private spaces where life is played out. Some of McCullough Mulvin Architects’ most prominent projects include: Medieval Mile Museum, Kilkenny, Ireland Featured image: Trinity Long Room Hub, Dublin, Ireland Z Square House, Temple Gardens, Dublin, Ireland Beaufort Maritime Research Building, Cork, Ireland one up two down , Dublin, Ireland The following statistics helped McCullough Mulvin Architects achieve 1st place in the 30 Best Architecture Firms in Ireland: Featured Projects 4 Total Projects 6 Why Should I Trust Architizer’s Ranking? With more than 30,000 architecture firms and over 130,000 projects within its database, Architizer is proud to host the world’s largest online community of architects and building product manufacturers. Its celebrated A+Awards program is also the largest celebration of architecture and building products, with more than 400 jurors and hundreds of thousands of public votes helping to recognize the world’s best architecture each year. Architizer also powers firm directories for a number of AIA (American Institute of Architects) Chapters nationwide, including the official directory of architecture firms for AIA New York. An example of a project page on Architizer with Project Award Badges highlighted A Guide to Project Awards The blue “+” badge denotes that a project has won a prestigious A+Award as described above. Hovering over the badge reveals details of the award, including award category, year, and whether the project won the jury or popular choice award. The orange Project of the Day and yellow Featured Project badges are awarded by Architizer’s Editorial team, and are selected based on a number of factors. The following factors increase a project’s likelihood of being featured or awarded Project of the Day status: Project completed within the last 3 years A well written, concise project description of at least 3 paragraphs Architectural design with a high level of both functional and aesthetic value High quality, in focus photographs At least 8 photographs of both the interior and exterior of the building Inclusion of architectural drawings and renderings Inclusion of construction photographs There are 7 Projects of the Day each week and a further 31 Featured Projects. Each Project of the Day is published on Facebook, Twitter and Instagram Stories, while each Featured Project is published on Facebook. Each Project of the Day also features in Architizer’s Weekly Projects Newsletter and shared with 170,000 subscribers.     We’re constantly look for the world’s best architects to join our community. If you would like to understand more about this ranking list and learn how your firm can achieve a presence on it, please don’t hesitate to reach out to us at editorial@architizer.com. The post 30 Best Architecture and Design Firms in Ireland appeared first on Journal.

Analogous color schemes, composed of colors adjacent to each other on the color wheel, naturally produce harmonious and visually appealing images. These palettes offer photographers a gentle yet compelling approach to color, creating soothing, cohesive photographs that effortlessly draw viewers into a serene visual experience. Understanding Analogous Colors Analogous colors share common undertones and naturally complement each other, creating visual comfort and unity. Common examples include: Warm Analogous Schemes: Red, orange, and yellow hues evoke warmth, energy, and positivity. Cool Analogous Schemes: Green, blue, and violet hues convey calmness, tranquility, and introspection. Emotional Impact of Analogous Colors Each analogous color palette carries unique emotional associations. Selecting colors intentionally allows photographers to reinforce specific moods: Warm palettes promote excitement, vitality, and optimism, ideal for lifestyle or dynamic portrait photography. Cool palettes emphasize relaxation, peace, and contemplation, perfect for landscapes, seascapes, or reflective narratives. Techniques for Successful Analogous Compositions Creating powerful analogous compositions requires mindful planning and execution: Dominant and Supporting Colors: Choose a primary color to dominate your composition, using adjacent hues to provide depth and visual interest. Balancing Tonal Values: Incorporate a variety of tones within your analogous palette—from dark to light—to maintain visual balance and ensure clear differentiation between elements. Lighting to Enhance Color Harmony Lighting profoundly affects the appearance and interaction of colors within analogous schemes: Natural Light: Soft, natural daylight enhances color cohesion, bringing out subtle tonal variations and supporting visual harmony. Studio Lighting: Controlled lighting setups enable photographers to precisely manage color intensity, highlighting specific hues to strengthen composition and mood. Composition Tips for Analogous Schemes Intentional composition enhances the natural beauty and harmony of analogous color photography: Simplify Your Scene: Removing unnecessary elements ensures the analogous palette remains clear, focused, and impactful. Layering and Depth: Thoughtfully layering colors within your composition adds depth and encourages viewer engagement, inviting exploration of visual details. Refine Through Subtle Post-Processing Analogous color photography often benefits from nuanced post-processing: Adjust subtle differences in hue, saturation, and luminance to fine-tune harmony and enhance emotional resonance. Consider gentle contrast adjustments to highlight variations without disrupting overall visual tranquility. Analogous color schemes offer photographers a unique opportunity to create naturally harmonious and emotionally resonant images. By thoughtfully selecting your palette, carefully managing composition and lighting, and subtly refining in post-processing, you can produce photographs characterized by visual ease, depth, and emotional clarity. Embrace the subtle power of analogous colors and elevate your photographic storytelling with visually cohesive, harmonious compositions. Extended reading: Using Color to Strengthen Your Photographic Narratives The post Creating Harmony with Analogous Color Schemes appeared first on 500px.