We have discovered (again) the secret of Roman concrete. Is less impressive than it seems

It does not fail. It seems mathematical. From time to time, the world rediscovers the Roman concrete and hallucin with the durability of a material that allows the Pantheon of Agrippa to have 2,000 years standing (while modern concrete cracks within a few decades). Incidentally, almost with the same regularity, there is some scientist or engineer who claims to have found the key secret that this is. The last occasion He has touched the Massachusetts Technological Institute And, as usual, the story is not exactly what it seems. What does the study say? MIT researchers They have studied Small pieces of lime that are usually found in Roman concrete: the ‘calcium oxide’ clasts. These types of structures have been studied a lot in romas infrastructure located in maritime contexts and, for years, has been related to some “self -regime” capacity of the material. Understanding what it means. According to some scientiststhe water that would enter through the concrete cracks would drag the calcium ions of the Classos in a process that would end up calcitating and sealing the cracks. The work of the MIT of recent days, also studies those clasts in the terrestrial concrete and theorizes that they are the result of the Romans added living lime to the mixture of the concrete (instead of the dull lime – calcium hydroxide – key of the Puzolenic reactions). Beyond that, researchers They made several mixtures With living lime and verified that, according to their theory, in these new mixtures lime clasts were generated (and was calcited that repaired the cracks). As Brian Potter saysthe discovery is interesting at the historical level. But, despite the attempts to sell it as something revolutionary, it is potentially useless. Useless? Yes, useless. When talking about Roman concrete, a lot of mistakes are usually made, but there are two recurring: the first, As Manuel F. Herrador always reminds usStructural concrete professor at the University School of the University of Coruña, is “the survivor’s bias.” The idea of ​​the extraordinary quality of Roman concrete comes from studying, precisely, the best structures they did, which have best been preserved. On the other hand, most of what the Romans built has already disappeared completely and cannot be studied. The second error. We are comparing ‘churras with merinas’ at a functional level. For being clear, with the Roman concrete we could not make a tenth of the things we do with modern concrete. The clearest example is reinforced concrete (that is, the mixture of concrete with reinforcement steel). These materials allow us to solve many of the structural problems presented , We have to pay a cost. The most obvious: the structures run before. We make the concrete we want to do. This is perhaps the most important to consider when we talk about Roman concrete: we do not “concrete to the Roman” because we do not want; Because it is not worth what we want to get. The same potter It puts examples (the Hindu temples and Buddhists built to “last more than 1000 years”) that show that current science and technology allow authentic virguerías. The question is if we want to do them in a world that changes so quickly and not, no matter how much we like the Romans, we do not want. Luckily: that allows us to go much further. In Xataka | Glass is a more everyday material but its physics does not. We are not even clear if it is really a solid In Xataka | Cheaper, durable and ecological: a new material with the help of ruthenium wants to change the rules of green hydrogen Image | Renzo Vanden Bussche *An earlier version of this article was published in January 2023

has shown a secret project ahead of time

A few days ago, Apple published in his research blog A video showing Elecnt, an experimental robot-lamina, thus breaking its traditional policy of absolute secrecy on developing products. Why is it important. It is the first time in the recent history that Apple publicly reveals a project before its commercial launch. This change speaks for itself and suggests a new strategy of the company in the race for AI and domestic robotics: a somewhat more public and open. Not without reasons. Between bambalins. The robot shown is an articulated lamp, speaker and integrated projector that responds to gestures and voice commands, reminds a lot of the famous pixar lamp. The device makes expressive movements that emulate human emotions: It moves “curious” when exploring its surroundings. Simulates sadness crouching his head when he receives a “no.” Dance when music sounds. Adjust your position to better illuminate user work. And above all, not only moves, but does it in human, emotional form. In perspective. This movement comes after Bloomberg will reveal that Apple is developing domestic robots With an estimated price of $ 1,000 by 2026-2027, thus entering direct competition with Amazon and Google in the market for intelligent domestic attendees. He also anticipated a somewhat early arrival of domestic devices whose screen would be located on an articulated and motorized arm that “follows” the user in the room. Already common technologies, such as Center Stage or Cented Framego right in that direction. What is happening. Apple seems to be testing the public’s reaction to more “human” and expressive robotic interfaces, moving away from minimalism that has characterized its products in the last decade. On the other hand, this opening and the fact that it has been shown in your blog about Machine Learning They leave another possibility open: that Apple is looking to position themselves in the AI ​​and robotics market to attract talent. A way to proclaim the world that she also has plans in those fields. Deepen. The academic publication that accompanies the video explains that users interact more and better with robots that show expressiveness than with those purely functional, especially in social tasks. And there it seems to be a clear proposal: towards the expressiveness of the robot and not only to cold and functional movements. Outstanding image | Apple In Xataka | The AI ​​already understands the physics of the real world: Nvidia Cosmos is the first step for smart robots

A drawing by Leonardo da Vinci hid a hidden map. The work has revealed the secret tunnels of a castle of the 20th century

Year 1460. Francesco Sforza, the Duke of Milanhe made a decision: he needed a real residence according to his status. Thus, the nobleman seized the ruins of a medieval fortress in northern Italy and, for several years, supervised its reconstruction until it became a huge and majestic residence. Since then, The Sforza Castle took a legend accompanied: Under its foundations, Francesco would have devised a whole secret network of passageways. We had the solution in a picture of Leonardo da Vinci. A sketch as a map. As we said, Leonardo da Vinci’s monumental work continues to reveal secret centuries after his creation. The latest: a team of researchers from the Polytechnic University of Milan, in collaboration with Codevintec and Castillo itself, discovered that the rumors were true. In other words, There is a network of hidden tunnels under the Sforza castle in Milanand have been found based on a sketch of Da Vinci himself dating from the fifteenth century. Apparently, archaeologists used advanced technology to map the subsoil of the structure, such as terrestrial penetration radars and laser scanning, so that they not only confirmed the existence of the passages documented by Da Vinci In the so -called Codex Forster I At the end of the 15th century, but also They found indications of a more extensive system of underground corridors. History and function of tunnels. As we said at the beginning, Sforza Castle was rebuilt by Duke Francesco, although subsequently embellished by his successor, Ludovico Sforzawho apparently hired and He commissioned Da Vinci for the decoration of the castle, including the room Delle Asse, and designing an equestrian monument in honor of Francesco. During that process, the artist left detailed records of a system of underground tunnels and passages that, until now, had not been physically identified. In fact, It is believed that these structures were used for military purposesalthough there were also more personal and ceremonial passages. For example, one of the discovered tunnels connects the castle with the Basilica of Santa Maria Delle Graziewhere the iconic painting “The Last Supper” is located, as well as the tombs of the Sforza family, which suggests possible private access to the mausoleums of the nobility. Plus: Historians have raised the possibility that Ludovico Sforza use this tunnel to visit his wife’s tomb, Beatrice d’Ete, buried in the basilica. Technology and future research. The truth is that the finding not only expands the understanding of the castle’s architecture, but also opens new opportunities for the digital reconstruction of the site. Moreover, with the aim of developing a “digital twin” of the Sforza Castle, researchers plan to integrate the technology of augmented reality, allowing visitors to virtually explore these inaccessible spaces and know previously unknown historical details. “The objective is to create a digital model that not only represents the current appearances of the castle but also allow to explore the past, recovering historical elements that are no longer visible,” he settled in A statement Franco GuzzettiProfessor at the Polytechnic of Milan. And all thanks to Da Vinci and his ingenuity. Image | Sailko In Xataka | Leonardo Da Vinci established “The Tree rule” 500 years ago. Now we have discovered that he was wrong In Xataka | A Saudi prince paid $ 450 million for a Da Vinci box. The problem is that it may not be Da Vinci

Operator works differently (and better) to other agents who see our screen. Your secret: Cu

We already have OpenAi’s agent. It is called Operatorand it is a system capable of seeing our screen and performing actions autonomously in the browser from our requests. It is something we had already seen with ‘Computer Use’ from Anthropic either Deepmind Marinerbut here the company led by Sam Altman has its own special ingredient. Computer-Useing Agent (Cua). Operator uses a model called Computer-Useing Agent (CUA) that is based on GPT-4O. CUA interprets screenshots and interacts with websites through the typical browser controls, such as a cursor or a mouse. How Cua works. As they explain In Openai’s documentationthis system processes those “raw pixels” of the captures that you make and use a mouse and a virtual keyboard to complete its actions. Once you have the screenshot, “reason” and follow a “thought” line in which the past actions take into account. Promising performance. There are several benchmarks since they allow to evaluate the ability of these agricultural models. According to them tests performed internally In Openai, CUA achieves a 38.1% performance in OSWORLD (Use of a computer in general) against platforms such as Anthropic, which achieves 22%. Humans, yes, achieve 72.4% on average, which makes it clear that these systems still have a lot of improvement margin. In the use of the browser, the Benchmarks Webarena and Webvoyager also allow Operator to score very high: 58.1% and 87% respectively, compared to 36.2% and 56% of their competitors. What about those catches that I collect operator. Operator continuously performs screenshots to “see” the browser interface with which he interacts. That browser does not run on our PC, but in a remote browser on OpenAI servers. User data, including these catches, are used according to OpenAI’s privacy policy. This is: they can be used to detect fraudulent activities and to improve the service. That implies that our data can be used to train and improve the model, although We can deactivate that option In operator settings. The user, yes, has the capacity for how long this data is stored in Operator. By default these data are saved until the user decides to delete them. An agent who asks for help (and confirmation) when he needs them. As we have seen in other agents such as ‘Computer Use’ of Anthropic, Operator is an agent who does not act crazy. If you meet an obstacle – like a captcha code or the request to introduce user and password on a website – you will ask that the user take control, and will also ask for the final user confirmation if for example we have to validate a reservation or purchase of a product that has sought Operator. The operator user can also take control at all times. This is how it works. Source: OpenAi Do not release the steering wheel. This reminds us of assisted driving systems such as Tesla FSD. It is true that it is able to take us from one place to another once we introduce the destination address, but it is important to continue paying attention and have our hands in the steering wheel in case they occur unforeseen. With Operator and the rest of this type agents something similar happens. There are things that cannot be done. At the moment Operator cannot complete specialized tasks such as managing complex calendar systems or interacting with very personalized or non -standard websites. You will also refuse to do some tasks with high risk of provoking damages. For example, send emails, make electronic transactions or delete calendar events. Its benefits and capabilities will increase, without a doubt, but they will gradually do so and always guaranteeing that the possibility of error is the least possible. Image | OpenAI In Xataka | The generative AI seems stagnant. Big tech believe they have an ace in the sleeve: “agents” who do things for us

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