• VENTUREBEAT.COM
    Samsung spreads Vision AI across its 2025 TV portfolio
    For this years lineup, Samsung said that AI will come to life in more ways than just great picture quality. The company is introducing AI-backed experiences to make your day simpler, more dynamic, and just plain better. Announced at CES 2025, these experiences will help usher in a new era for Samsung TVs known as Vision AI. Vision AI will deRead More
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  • WEWORKREMOTELY.COM
    Atlassian: Data Engineer
    Time zones: AEST (UTC +10), ACST (UTC +9:30), ACWST (UTC +8:45)Our Data Engineering Team is comprised of data experts. We build world-class data solutions and applications that power crucial business decisions throughout the organisation. We manage multiple analytical data models and pipelines across Atlassian, covering finance, growth, product analysis, customer analysis, sales and marketing, and so on. We maintain Atlassian's data lake that provide a unified way of analysing our customers, our products, our operations, and the interactions among them.We're hiring a Data Engineer, reporting to the Data Engineering Manager. Here, you'll enable a world-class engineering practice, drive the approach with which we use data, develop backend systems and data models to serve the needs of insights, and help build Atlassian's data-driven culture. You love thinking about the ways the business can consume data and then figuring out how to build it.You'll partner with the data analytics and data scientist team to build the data solutions that allow them to obtain more insights from our data and use that to support important business decisions.You'll work with different stakeholders to understand their needs and architect/build the data models, data acquisition/ingestion processes and data applications to address those requirements.You'll add new sources, code business rules, and produce new metrics that support the product analysts and data scientist.You'll be the data domain expert who understand all the nitty-gritty of our products.You'll own a problem end-to-end. Requirements could be vague, and iterations will be rapidYou'll improve data quality by using & improving internal tools/frameworks to automatically detect DQ issues.A BS in Computer Science or equivalent experience with 3+ years professional experience as a Data Engineer or in a similar role.Strong programming skills using PythonWorking knowledge of relational databases and query authoring (SQL).Experience designing data models for optimal storage and retrieval to meet product and business requirements.Experience building scalable data pipelines using Spark (SparkSQL) with Airflow scheduler/executor framework or similar scheduling tools.Experience working with AWS data services or similar Apache projects (Spark, Flink, Hive, and Kafka).Understanding of Data Engineering tools/frameworks and standards to improve the productivity and quality of output for Data Engineers across the team.Well versed in modern software development practices (Agile, TDD, CICD)Our perks & benefitsAtlassian offers a variety of perks and benefits to support you, your family and to help you engage with your local community. Our offerings include health coverage, paid volunteer days, wellness resources, and so much more. Visit go.atlassian.com/perksandbenefits
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  • WWW.BDONLINE.CO.UK
    Patrik Schumacher claims AI keeps ZHA a step ahead
    The Zaha Hadid Architects chief executive outlines how generative AI tools are reshaping workflows, enhancing creativity, and helping the firm compete in a rapidly evolving industrySource: Zaha Hadid ArchitectsPatrik SchumacherZaha Hadid Architects (ZHA) has embraced generative artificial intelligence (AI) as a core tool in its design processes, aiming to enhance productivity and creativity across its projects, according to its chief executive, Patrik Schumacher.Known for its innovative fluidparametric architectural style, ZHA has been concertedly integrating AI systems into its workflows since early 2022. The firm has now moved from using off-the-shelf tools like MidJourney and Gendo to developing proprietary software tailored to architectural applications.Schumacher told The Times: We started to use AI for ideation in the office to generate ideas and concepts. It was a real creativity boost, so we started to be more systematic about it.ZHAs AI systems are now a standard part of project initiation, generating a wider range of design options in significantly less time. The firm claims that renderings can now be produced in 20% of the time previously required, aiding its ability to meet tight competition deadlines and reducing the need for outsourcing.The practice also reported productivity gains of up to 50% in mid-stage building design preparation, facilitated by tools such as Stable Diffusion and AI-integrated platforms like Rhino.ai. These systems allow the practice to create and refine renderings within minutes, ensuring greater efficiency and adaptability.>> Also read:Zaha Hadid Architects loses court bid to end naming royalties agreementSchumacher highlighted the role of AI in maintaining ZHAs competitive position in a fast-changing industry. In terms of acquiring work, winning work, its a very strong boost, he said. The firms ongoing investment in AI aims to keep it a step ahead of competitors, Schumacher said.In addition to its architectural projects, ZHA is exploring the potential of AI in the metaverse. Its Metrotopia platform, launched in 2023, is described as a hub for the design ecosystem and recently featured at the Venice Architecture Biennale.Schumacher expressed confidence in the metaverses potential, stating: For the metaverse, the AI generation of assets and spaces will be even more important because of the amount of things which will have to be designed.Schumacher also urged transparency in the use of AI, encouraging firms to openly disclose its role in project development. Dont pretend that AI wasnt involved. If anything, the client shouldnt be worried, as it should mean that youve selected from a larger pool of contenders and therefore theirs is more of a winner proposal, he said.The practice has 60 projects in development and projected revenues of 77 million for the financial year.
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  • WWW.CNET.COM
    Today's NYT Mini Crossword Answers for Monday, Jan. 6
    Looking forthe most recentMini Crossword answer?Click here for today's Mini Crossword hints, as well as our daily answers and hints for The New York Times Wordle, Strands and Connections puzzles.Today's NYT Mini Crossword wasn't too tough, but a leftover Christmas answer (5 Across) threw me for a while, until I filled in more letters. Of course, now it looks obvious, but at the time, I was thinking of a small object, not the Big Red Suited Guy. Need some help with today's Mini Crossword? Read on. And if you could use some hints and guidance for daily solving, check out our Mini Crossword tips.The Mini Crossword is just one of many games in the Times' games collection. If you're looking for today's Wordle, Connections and Strands answers, you can visitCNET's NYT puzzle hints page.Read more: Tips and Tricks for Solving The New York Times Mini CrosswordLet's get at those Mini Crossword clues and answers. The completed NYT Mini Crossword puzzle for Jan. 6, 2025. NYT/Screenshot by CNETMini across clues and answers1A clue: ___ notification (alert on a phone screen)Answer: PUSH5A clue: Stocking stuffer?Answer: SANTA6A clue: Hunter with a famous "belt"Answer: ORION7A clue: Gas used to infuse some beer and coffee, for shortAnswer: NITRO8A clue: 18-wheelerAnswer: SEMIMini down clues and answers1D clue: Home of the Notre-Dame cathedralAnswer: PARIS2D clue: Join forcesAnswer: UNITE3D clue: TempestAnswer: STORM4D clue: World capital whose name means "between two rivers" in VietnameseAnswer: HANOI5D clue: Child with a Roman numeral after his name, maybeAnswer: SONHow to play more Mini CrosswordsThe New York Times Games section offers a large number of online games, but only some of them are free for all to play. You can play the current day's Mini Crossword for free, but you'll need a subscription to the Times Games section to play older puzzles from the archives.
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  • WWW.CNET.COM
    Today's NYT Strands Hints, Answers and Help for Jan. 6, #309
    Looking for the most recent Strands answer?Click here for our daily Strands hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle and Connections puzzles.If you've ever picked out white paint colors for a room, you'll be able to relate to the answers in today's Strands puzzle. And once you paint a swatch of them all on the wall, good luck choosing one. But I digress. Warning: Today's puzzle is kind of fun. If you need hints and answers, read on.Also, I go into depth about therules for Strands in this story.If you're looking for today's Wordle, Connections and Mini Crossword answers, you can visitCNET's NYT puzzle hints page.Read more:NYT Connections Turns 1: These Are the 5 Toughest Puzzles So FarHint for today's Strands puzzleToday's Strands theme is:In neutral.If that doesn't help you, here's a clue: Color my world.Clue words to unlock in-game hintsYour goal is to find hidden words that fit the puzzle's theme. If you're stuck, find any words you can. Every time you find three words of four letters or more, Strands will reveal one of the theme words. These are the words I used to get those hints, but any words of four or more letters that you find will work:MEAL, GAME, SEAT, SEAM, SEAMER, GATE, TENS, PATE, PATES, SELL, CHIT, CHITS, SHELL, HELL, FELL.Answers for today's Strands puzzleThese are the answers that tie into the theme. The goal of the puzzle is to find them all, including the spangram, a theme word that reaches from one side of the puzzle to the other. When you've got all of them (I originally thought there were always eight but learned that the number can vary), every letter on the board will be used. Here are the nonspangram answers:CREAM, IVORY, LINEN, VANILLA, EGGSHELL, CHAMPAGNE.Today's Strands spangramToday's Strands spangram isOFFWHITESTo find it, start with the O that's four letters down in the far-left column, and wind across. The completed NYT Strands puzzle for Jan. 6, 2025. NYT/Screenshot by CNET
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  • WWW.CNET.COM
    This Donut-Shaped Motor Could Change How EV Are Designed
    The shape of the electric motor and, more importantly, the electric cars that they power may be about to change. At CES 2025, electric motor manufacturer Donut Lab rolled out its second-generation in-wheel drive units. The new motors promise big power and torque with very little in the way of weight and, like the company's namesake, a big ol' hole in the middle. The way EVs are designed inherits a lot from combustion car architecture: There's a motor (sometimes two or three) somewhere in the vehicle's body that's connected to the wheels via a drivetrain. In-wheel electric motors promise to shrink and move those components into the wheel arches, freeing up space in the cabin for people and cargo. However, there's one big problem that Donut thinks it can beat: motors are very big and very heavy. Donut Lab's second-generation donut-motor squeezes into a 21-inch hoop, promising up to 630 kilowatts (845 horsepower) and 4,3000 newton-meters (3,171 pound-feet of torque) per unit. Before you get too excited about that torque figure, consider that "normal" electric motor torque is usually measured at the rotor before it's multiplied by a single-speed gearbox which the donuts don't have. So while the 21-incher's claimed torque output is certainly impressive, it's not quite a quantum leap over, say, a Tesla drive unit. Enlarge Image These chunky loops could be the future of electric motor design. Antuan Goodwin/CNETHowever, where the donut-shaped motor shines is its weight -- the arch nemesis of every EV engineer and designer. The 21-inch unit is said to weigh just 88 pounds (40 kg) or about a third of a traditional rotor-and-stator electric drive unit. Less weight means more range. Of course, you need two motors per "axle" (unless you're building a trike,) but with the additional weight savings from ditching half-shafts, CV joints and other drivetrain components, Donut reckons that its hubless wheels can save hundreds of pounds. Less weight means more range, which is good. Alternatively, more motors for the same or less weight means more precise control and more total power, which is really good! The motor maker also claims its motors are up to 50% less expensive to manufacture, saving around 120 parts along the way. That could make for less expensive cars down the road. Moving the motor into the wheel arches also saves space within the chassis that can be reallocated for cargo, passengers, more batteries or experimental aerodynamics. (Think the Jaguar i-Pace or Polestar 3's front wings, but even wilder.) Donut's design integrates the motor and its cooling hardware into the rim of the wheel, saving weight and freeing up space within the chassis. Antuan Goodwin/CNETOf course, the elephant in the room is that while Donut Lab's wheels are lighter than previous in-wheel motors, they're still heavier than conventionally driven wheels. More importantly, they add pounds to the worst place a car can gain weight: below the suspension. Gaining unsprung mass, as it's known, has a much larger impact on performance and comfort than comparable mass gained in the vehicle's chassis and rotating mass is even harder to wrangle. With 80-plus extra ell-bees per wheel, there's bound to be some impact on braking, handling and ride quality, though it remains to be seen how much. Alongside the 21-inch automotive wheel, Donut Lab also showcased an efficiency-focused semi truck version of the 21-inch wheel boasting a lower operating RPM, 200 kW and 2,212 lb-ft (3,000 Nm) per wheel. The lineup will also include a 12-inch scooter motor (15 kW) and a 120mm drone motor (3 kW). Donut's 150 kW, 17-inch motorcycle motor is already in use on the road for a few boutique electric bikes, so the odds of seeing this tech on a car in the future is better than you might think.
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  • TECHCRUNCH.COM
    OpenAI is losing money on its pricey ChatGPT Pro plan, CEO Sam Altman says
    OpenAI CEO Sam Altman says that the company is currently losing money on its $200-per-month ChatGPT Pro plan because people are using it more than expectedI personally chose the price, Altman wrote in a series of posts on X, and thought we would make some money.OpenAI launched ChatGPT Pro toward the end of last year. In addition to granting access to an upgraded version of OpenAIso1reasoning AI model, o1 pro mode, ChatGPT Pro lifts rate limits on several of the companys other tools, including its Sora video generator. OpenAIisnt profitable, despite having raised around $20 billion since its founding. The company reportedly expected about $5 billion in losseson $3.7 billion in revenue last year. Expenditures like staffing, office rent, and AI training infrastructure are to blame. ChatGPT was at one pointcosting OpenAI an estimated $700,000 per day.Recently, OpenAI admitted it needs more capital than it imagined as it prepares to undergo a corporate restructuring to attract new investments. To reach profitability, OpenAI is said to be considering increasing the price of its various subscription tiers; the company optimistically projects its revenue will reach $100 billion in 2029, matching the current annual sales of Nestl.
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  • TECHCRUNCH.COM
    Samsung brings live translate to its TVs at CES 2025
    At CES 2025, Samsung announced that its bringing a popular feature from the companys phones and tablets to its TVs.Live Translate does what it says on the box, offering users real-time translation for live broadcasts. The feature will work in seven different languages though its not entirely clear which at the time of publication. In its current form, the system works by translating the closed captions on a broadcast, rather than listening to the audio directly.Live Translate was introduced in early 2024 as part of the Galaxy S24 launch. It currently works in 13 different languages on the handset front roughly double what the TV version is launching with.The company is also adding AI-based Voice Removal with Audio Subtitles, a feature it says is focused on the visually impaired community. According to Samsung, the new feature will analyze subtitles, isolate voices and adjust reading speed for a seamless experience.Both of these features are being introduced for the 2025 TV line. No word yet whether Samsung will offer any backward compatibility for older sets. Check out Samsungs CES 2025 press conference at 2 p.m. PT Monday.
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  • WWW.ARCHITECTURAL-REVIEW.COM
    Unmaking rooms: beyond the box
    Doing away with rigid definitions and profitability concerns, the room can become an indeterminate space full of unexplored potentialsLouis Kahn made a series of drawings for the City/2 exhibition in 1971 one centred on the interior room and another ventured outdoors. He describes the street as a community room, the walls of which belong to the donors, its ceiling is the skyCredit:Philadelphia Museum of Art: Gift of the artist, 1972323 Estate of Louis I Kahn / The University of Pennsylvania and the Pennsylvania Historical and Museum CommissionArchitecture comes from the making of a room, wrote Louis Kahn on a drawing produced for the exhibition City/2, held at the Philadelphia Museum of Art in 1971. Similar ideas appeared in his speech upon receiving the AIA Gold Medal that same year, where the room was celebrated as the beginning of architecture. His portrayal of the room is poetic and decidedly ambiguous: it is the place of the mind and its structure is the giver of light. The room is, to Kahn, the quintessential architectural element, its basic unit of aggregation; he saw a floor plan as a society of rooms. Rather than reducing the room to an array of rational parameters to be complied with, he provides a generous portrayal of many ways to create a sense of place and a space for life.Kahns position came as a rebuke to the oversimplification of the space of the room into a box and of the building into a grouping of parallelepipeds, attached one to the next without much flair or care. He was, in essence, protesting against some of the teachings of the architecture of modernity that had managed to spread around the world and had in turn helped produce decontextualised buildings devoid of any nuance or complexity.Creating spaces for life is also what animated Gio Ponti when designing Villa Marchesano in 1938. A drawing he made of the then unfinished house shows a series of annotations that reveal projective aspects of the proposal, while the actual architecture walls, windows, doors remains concealed. Thoughts, ranging from intentions to intuitions to topographical indications of the various modes of inhabiting, are scribbled over the large sheet of tracing paper; spaces are not defined by the construction of their perimeter but by the many ways in which they will be inhabited.Gio Ponti made a drawing of Villa Marchesano in 1938, before it was finished, without any walls at all. Instead, the drawing captures moments and intentions, including a spot where you descend into this water from these stones, just like the nymphs doCredit:Courtesy Gio Ponti ArchivesPonti was more interested in the interrelation between spaces than in the precise dimensions of rooms more in the views towards the outside than in the exact size or shape of windows, and more in the wellbeing of inhabitants than in the functional design of furniture. For meals, a lightweight table without a permanent home can be positioned here, or here, or here, or here; the four possible placements for the table depend on the season, the time of day or the whim of inhabitants.Some descriptions are pragmatic: from here, you get to the house and there is a high window over a workbench. Others verge on the poetic: over there you descend into this water from these stones, just like the nymphs do and, from a distance, the white ceramic roof resembles a large sheet drying in the sun, streaked with blue shadows from the pines. Some specific aspects of the design of the house are pencilled in as well, revealing the ideas of the architect about colours, materials and atmosphere: flooring all in white, blue ceiling and this door has small panes of glass, it excites but allows for little curiosity. A particularly impressive pine tree needs to be seen from the bed and from the writing table, while the unavoidable presence of the sea, il mare, runs along the bottom edge of the drawing and its presence is imprinted in the views from every room.A room, whatever its function, location or shape, is a space ultimately activated by its useThis drawing, as well as others made by Ponti, offer a counterpoint to those produced by architects such as Bruno Taut and Margarete SchtteLihotzky only a decade earlier. In an effort to reconstruct destroyed cities after the First World War and improve the housing conditions of the working class, European architecture had moved towards standardisation and efficiency. Architects such as Taut and SchtteLihotzky placed the users at the centre of their projects of mass housing in Berlin and Frankfurt. In a commendable endeavour to make the lives of inhabitants easier, especially those of the housewives inevitably burdened with the majority of the household workload, the architects made an effort to optimise the workflow, which was then signalled in the form of arrows of movement in the projects floor plans. In doing so, however, they seemed to convert inhabitants into machine operators, all their movements calibrated in a choreography of domestic duties.In Frank Halmans ongoing Rooms for Reading collages, a series begun in 2014, the paper walls begin to peel awayCredit:Jeannette ScholsPontis Villa Marchesano plan follows a very different approach. By mapping thoughts and intuitions, arrowing movements and views, and signalling both the spaces for household chores and the places for leisure and rest, Ponti bestows them all with value. Seeing this drawing, the viewer can better imagine the life inside and out than by just looking at other types of plans or even photographs. The dwellers of Villa Marchesano are not represented as automatons, their movements not dictated by pure functionality. They are, first and foremost, inhabitants of these spaces.Representation is the tool architects use to bridge the gap between the mental realm and the outer world, to materialise ideas into being. It is primarily for the benefit of clients, collaborators and contractors. Pontis drawing, however, was made for publication and its main audience was other architects. As founder and editor of Domus, his choice to produce and publish this drawing in 1938 signals a desire to move beyond a merely formal or technical representation of architecture and clearly state that a room is a place in which inhabitation happens. As a portrayal of the household, it transcends the standard floor plan.In a bid to capture the experience of resting in the shade of a carob tree (the request of the client), architect Jos Antonio Coderch de Sentmenat made a drawing of the trees on the Casa Ugalde plot. The final house, completed in 1953, preserved as many of these trees as possibleCredit:Photographic Archives Museo Nacional Centro de Arte Reina Sofa / VEGAP. All rights reserved. DACS 2024A few years later, in the early 1950s, as Europe was recovering from the Second World War, Jos Antonio Coderch de Sentmenat and his partner Manuel Valls i Vergs were commissioned to design a house on the outskirts of Barcelona under a unique premise. The client, Eustaquio Ugalde, wanted the new home to preserve the feeling of that afternoon when he had climbed up the hill on the site and sat to rest under the shade of a carob tree, admiring the surrounding views.On visiting the site for the first time, Coderch observed the land and took note of everything around him in the form of a sketch. The drawing shows the precise location and species of every tree within the perimeter, including whether there was a group of more than one or if a pine tree had two trunks, and points out the direction of the best views. There are no architectural intentions projected onto the paper, simply data. With every distance, height and angle measured, the resulting image resembles a treasure map. Contrary to Pontis Villa Marchesano drawing, this one is made as part of a process. It is a starting point from which to iterate possible configurations of the house, and although it was not meant to be kept for posterity, Coderch held on to it throughout the whole duration of the project. He recognised its generative importance in the formalisation of the project and ultimately chose to make it part of the publication material for the house. As Ponti, who Coderch had greatly admired from the early days of Domus and who later became a good friend, there was a certain acknowledgement that the house and its rooms cannot be understood if not in direct relationship to their site.The shade of a tree can give welcome respiteCredit:MISCELLANEOUSTOCK / AlamyWhat slice of the sun enters your room? wondered Kahn in his drawings scribbles. In Casa Ugalde, the exchange between inside and out is carefully selected to frame the best views, the shape of its walls embracing the dweller in a succession of interior and exterior rooms, in a distinctive rhythm of light and shadow, architecture and trees.In Italo Calvinos The Baron in the Trees, Cosimo makes his life in the trees and, in doing so, turns the trees into his homeItalo Calvino might have provided a different response to Ugaldes brief. In his 1957 novel The Baron in the Trees, the young nobleman Cosimo Piovasco di Rond climbs up a tree after a rather banal argument with his family over the meal served for dinner, and then refuses to come down. He spends the rest of his life jumping from one tree to the next, without ever touching ground again. He makes his life in the trees and, in doing so, turns the trees into his home. The adaptation is not without its problems, but Cosimo becomes increasingly resourceful in finding ways to domesticise his daytoday life among the branches. He finds the most comfortable of them to sleep or read on, learns how to channel the water from a nearby cascade to drink and wash himself and his clothes, and manages to cook what he hunts without setting the surrounding forest on fire.His new home is extensive and extensible, in constant transformation: a series of undefined spaces that expand and contract according to his needs. On rainy days, he seeks refuge among the densest foliage; during the warmer months, blooming fruit trees become his pantry. It is certainly not comfortable by any contemporary standards and yet it is adequate for his needs. Sometimes seeing my brother lose himself in the endless spread of an old nut tree, like some palace of many floors and innumerable rooms, I found longing coming over me to imitate him and go and live up there too, recounts Cosimos younger brother, the narrator.Herman Hertzbergers photograph of a Paris street scene in the 1970s demonstrates that even unlikely places can be dining roomsCredit: Herman HertzbergerWhether intentional or not, in this portrayal of a flexible and indeterminate mode of inhabitation, Calvino as Ponti and Coderch before him is opposing the generalised view on domestic space that has come to define the last hundred years, exemplified in the functionalist architecture that started during the reconstruction of Europe in the aftermath of the First World War. Most of us live today in singlefunction rooms with standardised cuboid dimensions, designed to accommodate the minimum necessary furniture for their intended use. Contemporary comfort is predetermined and homogenised, inflexible to change, imprinted in many minds as the only possible solution to a wide range of different needs.As these past examples have shown, the canonical definition of a room as a space enclosed between four walls and a roof is solely apt if architecture is considered from economical, regulatory or technical points of view. This definition applies both to a bunker and a car, even a shoebox, yet it fails to recognise an openair veranda, a picnic table set for a family meal or the shaded space under a parasol on a sunny day at the beach. A room, whatever its function, location or shape, is a space ultimately activated by its use. Without inhabitants, it ceases to exist as an architectural space and becomes plain mass and air, atoms organised in a particular manner. The room is a container of objects and rituals, inherently linked to its inhabitants and their evolution through life. It is a space where people can meet, inside or out. Its porous enclosure if enclosed at all is punctuated by windows and doors and pipes and tubes, and its use is inevitably influenced by the cultural context of its time. Rather than a fixed entity, a room is an element in constant transformation, from its construction to its inevitable decay, whether these changes are immediately visible or not. All rooms are temporary rooms all of them will eventually turn to dust.Explore the good rooms series, a collection of domestic spaces made, imagined or described by architects, curators and writers2025-01-06Reuben J Brown Share AR December 2024/January 2025Good rooms + AR HouseBuy Now
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  • WWW.ARCHITECTURAL-REVIEW.COM
    A tropical room imagined in Brazil
    The good room Gustavo Utrabo would like to be in is imagined; its only representation is this watercolour paintingCredit:Gustavo UtraboIt is a long and hot summers afternoon in Brazil. The room is articulated by three elements: the ground, a roof that provides shade, and a constructed nature all around. It is an ever-changing room, where walls change colour, and need to be trimmed and taken care of. In time, it alters our perception of what a room could be. Gustavo UtraboExplore more from the good rooms series here, or in the Good rooms + AR House issue2025-01-06Reuben J BrownShare
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