future

Byd has the future of buses in their hands and they are bad news for European brands

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Throughout the last years we have seen how the automobile industry has revolved around the conquest of multiple Chinese manufacturers looking for a piece of cake in Europe. Byd has been Great participant in this situationbut we still have something to say. And is that the Chinese giant recently presented his new E-Bus Platform Platform 3.0with the promise of also revolutionizing the public transport industry. The highlight: 1,000 volt technology and batteries integrated directly in the chassis, a formula that seeks to lead in the sector. Byd buses. The new platform incorporates for the first time in the bus sector A 1,000 volt systemthe same as Byd already uses Tang Ev and Han Ev in its electric cars. This allows ultra -grape loads that would drastically reduce stop times, something key if we talk about public transport operations. In addition, integrate batteries LFP Blade directly in the chassis, which promises a lower ground and a better use of space. The figures. The first model based on this platform, the Byd C11, offers battery configurations from 184 to 593 kWh, with autonomies ranging from 220 to 730 kilometers according to the Chinese cycle. To put this in perspective, it is an autonomy that far exceeds the majority of current European electric buses. According to Bydthe C11 “has an autonomy exceeding 400 kilometers with full load and air conditioning.” Cars technology. Byd has moved innovations of its car division to public transport, including the DISUS-A adaptive suspension system and a sophisticated thermal management system 7 in 1. The platform also incorporates Driver Assistance System 2.0 and an intelligent torque control system (ITAC), in addition to security functions such as an emergency stop button and stability control in case of a tire count. At the moment, only in China. Byd advances by leaps and hungry, while European bus manufacturers such as Mercedes, Man, Volvo or Scania bet on incremental evolutions of their existing platforms. On the other hand, Byd does not sell cars in the United States, but it has been making electric buses in California Since 2013which shows that its buse division also has the capacity to adapt to the western public. A touch of attention. The E-Bus Platform 3.0 promises a significant leap with respect to previous platforms. In addition, the company assures which offers a reduction in energy consumption of 18% and an increase in autonomy in low temperatures of 50 to 80 kilometers. With the great presence of ByD in public transport in other regions, this new platform is a warning that the Chinese manufacturer can, at any time, call the European public transport market door, and perhaps with the same force as with its cars. Cover image | Byd In Xataka | The modern car is no longer a car: it is a trap for privacy

The human brain works as a predictive machine. The question is if a Cyborg future awaits us: 1×22 crossover

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We have a new episode of Crossover, the 1×22, and attentive because this time the topic is so interesting and has given so much that we have dedicated the entire program. Thus, this time we have been able to interview the Dr. José Sánchezneuroscientific and disseminator, which investigates How the brain worksemotions and Intelligence. In this interview of just over an hour Sánchez makes us an introduction to his experience with this area and then start with a unique idea: that the brain is a predictive machine. It also speaks to us, of course, artificial intelligence – the generative is of course A predictive machine– And with human emotions, but then the thing gets interesting. And he does it because with him we chat of the impact, present and Neuralink future and brain chips of other rivals. How will that impact our future? Will we end up being something like Cyborgs? We do not know, but before that happens, there is another debate we are talking about: that of social relationships and how these advances can affect mental health. Without a doubt, a spectacular episode that we hope you enjoy as much as we have enjoyed seeing it. Do not hesitate to comment, please, both here and in the YouTube channel itself. On YouTube | Crossover

The true city of the future is not in China, we have it next to the house: Benidorm

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In the province of Alicante between crows of calm waters and white villages such as Altea, that vertical colossus that we all know appears: Benidorm; for many an urban non -non -nonsense; For others, a continuous party on its crowded sea and the streets of English bars just some apples from the beach. I, who am Alicante, know the discussions it causes. We can spend hours regretting your skyline, your infinite blocks or tourist invasion. But, beyond prejudices, Benidorm is moving in an unexpected direction: to become an urban sustainability laboratory, capable of producing its own energy, reusing almost all the water that consumes and serves as a model to other cities that seek to survive the climatic crisis. Short. The BIPV system (photovoltaic integration in buildings) is not new, but the intervention presented by the solar company Earth takes another step. According to your own statementThe company will rehabilitate two residential buildings of 17 plants, Medical Club VI and VII, by integrating 1,200 m² of vertical photovoltaic glass integrated into ventilated facade. Beyond the aesthetic. These facades will act as an energy skin capable of generating about 190,000 kWh per year, which will reduce the energy demand of the houses around 35% and avoid the emission of more than 50 tons of CO₂ per year. “This project shows that energy rehabilitation can go far beyond efficiency: it can transform buildings into active renewable energy generators,” José Carlos Antón saidCEO of Solar Earth. In addition, the ventilated facade system provides thermal and acoustic insulation, reinforcing the comfort of the neighbors. The work has the support of the Ministry of Housing, the Generalitat Valenciana and a financing of 1.9 million euros of the Next Generation EU Plan. A city looking for more. Benidorm has been working on another critical resource for years: The water. In an increasingly frequent drought context in Spain, they place the city among the more efficient in water managementwith uses close to 95% compared to 75% in Spain and the EU and with Reuse for irrigation around 30%. The strategy has been clear: constant infrastructure investment, renewal of obsolete networks, digitalization and control in real time of consumption and leaks. In 2025, the City Council He even presented a regenerated water management plan that will save about 15 % of the drinking water consumed by the city. The first phase is already underway in the Poniente area, where regenerated water will be supplied to more than 6,000 homes. All for a broader strategy. The commitment to solar glass and water reuse is part of a broader strategy of urban sustainability. He Benidorm Plan 360within the tourist sustainability plans at destination, it includes projects such as climatic corridors, sustainable urban drainage systems or the measurement of the water footprint. There are also actions in energy efficiency, such as the renewal of public lighting with LED technology, and sustainable mobility plans. All this has earned Benidorm the recognition of “green pioneer” within the network of smart tourist destinations. A paradigm shift. For years, Benidorm has been a symbol of mass tourism and urban speculation. Under that facade, however, the city has learned to manage its resources as few. He did it with water and now he wants to do it with energy. The true city of the future is not being built in Chinese megalopolis or in the futuristic experiments of the Middle East, but a few kilometers from home, in front of the Mediterranean. And it’s called Benidorm. Image | Freepik and Unspash Xataka | Self -consumption takes another step in China: windows that produce electricity while still being windows

Telefónica will have its “day D” in November. The Teleco plays its future with Murtra behind the wheel

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Almost nine months Murtra as president of Telefónica. What lasts a pregnancy, which lasts a course. On November 4 will be born its strategic plan and Marc will have its final exam. That day will present the master lines that will define the direction of the centenary telecus for the coming years. The date is not accidental, it coincides with the results of the third quarter. Perfect occasion to combine the figures of the present with the promises of the future. And after that staging there is a company that is played much more than its next investment cycle. The scenario of the arrival to power of Murtra is, above all, a paradox: He inherited a financially sanitized telephone: Pallete reduced debt in half. But also a telephone punished by the market: the action lost 57% of its value in the previous era. The balance says the company is better. The stock market says that investors do not believe it. The market seeks growth stories, not survival. This contradiction defines the challenge of the Catalan engineer: it is not enough to be right in the accounts, we must convince those who move the silver. Speaking of silverMurtra’s great movement in his first months is the execution of The fastest exit of Latin America In the history of Telefónica. Argentina, sold. Peru, liquidated –not to say-. Colombia, more of the same. Mexico, with the “sell” poster. And at the same time, he has placed Europe at the center of his board with An aggressive discourse on consolidation. He talks about creating a “European champion” while he has in the spotlight, says the Rumore Rumoreto Vodafone Spain. With 1 & 1 in Germany in the bedroom. Is The commitment of who understands that there is no middle ground: o Telefónica grows based on acquisitions, or becomes a prey to more ambitious ones. And it has lost more than 80% of its value from its historical maximums, so it is no longer so inaccessible by price. On November 4 he will say if this strategy has a financial muscle behind or stays in speech. Local operators They have already raised the voice Against its concentration plan, Brussels has begun to leave behind its historical misgivings on mergers although the verdict remains an unknown, and the market expects to see concrete figures on where the billions that will cost these operations will come out. Murtra faces The question that defines all the great executives: Is it a visionary or a volunteer? In two months we will know. In Xataka | 100 years after his birth, Telefónica faces the greatest existential dilemma in its history: what wants to be older Outstanding image | Telefónica

They have decided the future of the country on a discord server

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On September 4, the Nepal government announced the 26 platform closure including YouTube, Facebook and X. It was the drop that filled the vessel for generation Z. What followed was a wave of protests that ended the Parliament in Flames, 30 dead and Government’s collapse. Today, Nepal already has a new interim prime minister, the curious thing is that they chose it in a discord channel. A digital parliament. They count on the New York Times That, after the fall of the government and the consequent void of power, citizens began to organize to discuss the way to follow. They did not do it in a place, but on a discord server. Was organized by Hami Nepala non -profit organization, and had more than 145,000 participants, especially young activists who had participated in the protests. The Army in Discord. When the government announced its resignation, the power passed to the army, which took control of the capital and imposed a touch touch To stop the protests. The Discord group became so influential that several army controls met with the organizers to ask them to propose a candidate who could lead a acting government. The choice. “The idea was to make a kind of mini-elections,” said one of the group’s moderators. Several candidates were shuffled and after several surveys and long discussions, they decided on Sushila Karki, who had been Minister of Justice. Chaos. The group acknowledges that it does not represent the entire country and its goal is only to look for a functions leader who can organize elections. It is the first time that a vote of this importance is made on a messaging platform and some participants have that everything was very disorganized. Even the moderators had to eliminate messages inciting violence or simply looking for trolley. In addition, it was not the only group in Discord, others who tried to gain influence were also created. Origin of the conflict. According to the previous Government, the prohibition of various platforms and social networks was due to the fact that they did not comply with the norms of the Ministry of Communication. However, for critics, the closure would respond to a growing tendency in those networks where Nepalís, especially Young people from gene generation criticized nepotism: The privileges enjoyed by relatives of influential politicians. This, added to an 20% youth unemployment rate led to a great concentration in the capital. Cover image | Wikipedia, Ivan Radick (Flickr) In Xataka | That Japan has 100,000 people over 100 years explains a problem: they are running out of drivers, literally

China is selling us a future full of humanoid robots. We have (many) doubts

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The first “Olympic Robots Games” Humanoids in Beijing held last month put the focus on one of China’s most aggressive technological bets. And it is that between sports exhibitions and industrial demonstrations, the Asian giant demonstrated Your muscle in the creation of robots Humanoids However, we are at a point where robotics faces various problems that must be solved to count on the market with a reliable solution and worthwhile. And not everything is valid with promises. The strategy from China. Beijing has converted humanoid robotics into state priority. Its five -year plan for the robotic industry set at 2021 An annual growth greater than 20%, backed by a state fund of 140,000 million dollars for technological startups. The objective is none other than leading a sector that they consider “the next great technological revolution” after smartphones and electric vehicles. This year They hope to produce more than 10,000 robots Humanoids, with cities such as Shanghai, Shenzhen and Beijing concentrating investment and development. The perfect showcase. The recent “Olympic Games” for robots served as a demonstration of strength. One of the most prominent moments was when Unitree’s H1 robot completed 1,500 meters In 6 minutes and 34 seconds, reaching 4.78 m/Sy surpassing the Atlas of Boston Dynamics. But the detail that many overlooked is the fact that these robots did not operate autonomously, but were controlled by human operators. The blow of reality. While China exhibits records and opens “robot mall” in Beijing, The first 4S store For humanoids that promise in the same place sales, spare parts, service and monitoring, many experts prefer to be cautious. “I don’t think anyone has found an application for humanoids that requires several thousand robots by installation,” Point out Melonee Wise, former product director in Agility Robotics, for IEEE. There is a real lack of demand, and that is the first obstacle to large -scale manufacture of humanoid robots. Rpending technical etos. Energy autonomy remains another problem. Agility Digit Robot You need 9 minutes of charge For every 90 minutes of operation, and in practice you must stop every 30 minutes to maintain a security reserve. Industrial reliability requires levels of 99.99%, far from current standards in multipurpose applications. And in terms of security, unique problems arise in this segment, since if for example we disconnect the feeding of a bípedo humanoid robot, which collapse an armatos of several tens of kilos complicates things. A market that It still does not exist. Although signatures like Bank of America Global Research They have predicted that 18,000 units will be sold in 2025 or that the figure reaches 1,000 million robots by 2050 in a 5 billion market, according to Morgan Stanley Researchthe reality is that today there are barely real commercial deployments. Even the most advanced companies in the sector only have a handful of robots that work in very controlled pilot tests. The applications that would justify these figures are, for now, speculative. The closest commercial launch of Europe. Faced with Chinese optimism, the European Neura Robotics also has an approach in that segment with 4ne1a domestic robot that the firm intends to launch for about 60,000 euros and is scheduled for 2026. Its CEO speaks of “doing robotics what the iPhone did for smartphones.” The domestic market, of course it is the one that until now could benefit from this type of robots, but an investment of that caliber is not something that anyone does. Known companies that bet in the long term. Chinese companies like Xiaomi and Honor They already diversify Towards the humanoid robots segment following the Amazon model: Lose money now to dominate later. Given a sector as saturated as that of smartphones, it is a strategy that makes all the meaning, although it requires that promises end up materializing in useful and profitable products. Hype or revolution? China is massively investing in creating a market that still does not exist, trusting that artificial intelligence will solve the problems of autonomy, reliability and practical utility of robots. “The reality is that AI is not robust enough to meet market requirements”, assures Wise It is clear that today the ability of humanoid robots is very limited, but time will say if its evolution will end up awakening a current market. Cover image | China Daily In Xataka | You cannot climb to the Madrid subway with an electric scooter. In China’s, robots are already a passenger

Amazon is so convinced of the future of augmented reality glasses that he will put one to all his drivers

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Amazon intends to get on to the car of augmented reality glasses With a two -step strategy: a model for consumers and another specifically designed for their distributors. And is that According to sources Near to the company, its intention would be to manufacture 100,000 units of the professional model to launch it in 2026, while the commercial version would arrive between 2026 and early 2027. The fashion device. As the medium points out The InformationAmazon would have decided to enter the market of augmented reality with two differentiated products but with the same base technology. Consumer glasses, with a “Jayhawk” key name, would include microphone, speakers, camera and a full color screen in one eye. For its part, the model for distributors, internally called “Amelia”, will have a more robust design and will be focused on showing instructions on where to deliver the packages directly on the glasses screen. There is competition. The play would place Amazon in direct competition with goal, which next week will present at its Connect conference a new version of its increased reality glasses. Goal already markets The smart Ray-Ban From 329 euros, which include its assistant to AI, audio and camera, but without screen. The new Meta S glasses, with a “Hypernova” code name, would also have a screen in a single eye, according to sources in the sector. Meanwhile, Chinese companies such as Xreal, Rokid and Rayneo already sell glasses to the public, and Google also works for similar prototypes, which We could try during the past Google I/O. Between the lines. Amazon’s decision to first develop a specific model for its workers reveals a strategy that would first go to use its own logistics infrastructure as a test bank before an alleged commercial launch. This would allow you to improve technology in a controlled environment and demonstrate specific use cases. Also, according to The informationAmazon would be using screens technology from the Chinese company Meta-Bounds, which already use brands like Meizu on their AR devices. The technical challenges. Unlike virtual reality glasses, which completely block the vision of the real world, they argue digital information about the user’s physical environment. Amazon would have opted for a screen in a single eye to reduce costs and complexity, although this makes the experience less immersive than double screen models. The consumer version will be more stylized and less voluminous than the professional model but, according to points The medium, both would share base technology. And now what. The success of this great bet will be decided by acceptance among its distributors, the battery life, the accuracy of the instructions and their software and, above all, if Amazon manages to create a user experience superior to that of the competition. The good thing is that the company has the perfect testing field to prove the technology before a massive deployment to the commercial public. Cover image | Eva Rodríguez de Luis In Xataka | One more year, we have new iPhone. And one more year, Apple is far in generative for mobiles

He has reborn to be the badge of Ferrari’s future hybrid

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He Ferrari Testarossa It was an absolute reference of the aesthetics and style of the end of the 80s and 90s, mainly because of its prominence in the series ‘Corruption in Miami’where he shared screen with the Sonny Crockett and Ricardo Tubbs detectives. His image, associated with luxury and glamor, turned it In aspirational symbol and desire object in international auctions, reaching bids above 200,000 euros in the market of Classic Supporters. After years in which Ferrari could not use the commercial name “Testarossa”, the manufacturer Rights just recovered of use of the name to turn it into the symbol of a new era. After almost four decades of eclipse, the Ferrari Testarossa shines again in the Ferrari universe, but this time under a renewed approach that mixes past and future. After launching New Ferrari 849 Testarossa 2026the Italian brand is committed to joining the legendary character of its most emblematic model with the current technological demands, and does so by raising the flag of The plug -in hybridization. After the cessation of its production in 1996 and a long litigation with the German toy Autec Ag, Ferrari managed to recover the rights of the name “Testarossa” thanks to second -hand sales, spare parts and official miniatures. That legal gaze saved the Testarossa from extinction. As if A movie from Jurassic Park It would be, Ferrari has recovered the DNA of its classic sport and has revived it with the Ferrari 849 Testarossa 2026. Ferrari has reinvented testarossa as a direct evolution of his SF90 Stradale in a plug -in hybrid with 4 -liturbo V8 engine and three electrical thrusters. According to them Official specificationsthe thermal block delivery 830 hp of power and the electric motors total 220 hp, which raises the total power up to 1,050 hp. Its 7.45 kWh battery offers approved electrical autonomy of 25 km, so it is not enough to obtain the zero DGT labelalthough we do not believe it is a priority for the owner of this type of supercar. The 849 Testarossa registers an acceleration from 0 to 100 km/h in less than 2.3 seconds and reaches 200 km/h in 6.3 seconds. Its maximum speed exceeds 330 km/h. The model is available in Coupé body and a spider with retractable roof system and opening up to 45 km/h. In addition, a Fioran Asetto versionwith An improvement package which incorporates ultralight components in titanium and carbon fiber to reduce the total weight by 30 kg and equipa multimatic suspension, carbon wheels and CUP R2 type tires for circuit, as well as an advanced aerodynamic kit that multiplies the load on both axes. Ferrari 849 Testarossa 2026 ASETTO FIORANO It’s retro, it’s future The design of the 849 Testarossa Fusiona stylistic reminiscences of models that have made history in the brand, Like the Ferrari 512 with aerodynamic forms inspired by the “Sport Prototypes of the 70s.” Despite recovering the name and Essence of the 80s and 90 classicthe new Testarossa applies a retrofuturist aesthetic with sharp lines in the nose and a robust and ascending rear, but without tributes to the mythical side rack of the previous Testarossa. The interior is committed to a driving position without stridency and centered on the pilot, with a curved digital picture and presence of physical controls in the steering wheel. In front of the companion’s seat a thin screen integrated in the dashboard offers information to the co -pilot. According The published by Diariomotor849 Testarossa will arrive with a base price of 460,000 euros for the Coupé and 500,000 euros for spider. The first units will be delivered in 2026, opening a new hybrid stage under the name Testarossa. In Xataka | There are those who believe that being rich is a sufficient requirement to have a Ferrari. The most important thing is something else: Ferrari fell well Image | Ferrari

The Church faces the challenge of a future without priests. At the moment he already knows how to allow women to give “Mass”

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Almudena Suárez Treviño is a woman of Mass. Although not in the conventional sense of expression. She not only goes to the church of her people to listen to the priest on duty, give peace to the rest of parishioners and commune in the Eucharist. No. In addition to all that Almudena officiates religious celebrations in Catholic temples. Almost (almost) as if it were a parish priest. So much so that the bishopric of Tui-Vigo He just ratified it officially in its functions. Your case, enough less exceptional of what it seems, it is actually the finding of a much greater phenomenon: the Vocations crisis. What happened? That the bishop of Tui-Vigo has just published a APPOINTMENT LIST Officers, a kind of internal adjustment in the diocese to “alleviate the current deficiencies of attention “that causes the shortage of priests. Until there nothing weird. Nor does anything that can arouse interest beyond the affected villages. The striking, which has aroused the interest of the parishioners and means of the rest of the community and Spain (including the Galician television), is that this list of priests closes with the name of a woman: Almudena Suárez. And not just that. He Official document Proclamation for those who want to read it that this woman is authorized to direct “the celebration of the word” in seven parishes of the arciprest of Louriña (Pontevedra) as long as its presbyter is not. Actually the announcement of the bishop of Tui-Vigo is a ratification because Almudena has been having an out of the common role in his parishes. So much, in fact, that three years ago Vigo lighthouse He already dedicated him A report. Click on the image to go to Tweet. A cure woman? No. Almudena is not a priest. It is really Biologist and theologianhas a title of religious sciences, a master’s degree and at least until a few years ago she exercised as a religion teacher in an Institute in Pontevedra. That is your professional curriculum, your presentation sheet. 21 years ago, however, one of his theology professors proposed to embark on “An innovative project”an adventure that in practice would lead him to be more than a simple parishioner. What Almudena did was get involved in the Diocesan assemblies in the absence of presbyters in the Galician rural. With the approval of who then act as a bishop in the diocese of Tui-Vigo (a decision that his successors have maintained) assumed a responsibility that basically allows the parishes in the area to become more bearable the shortage of priests and the lack of vocations. But Masses officiate? No. Sundays Almudena go to a series of churches, it is located before the rest of parishioners, read, preach and fulfill in some way the role that a pastor should play, but does not officiate a liturgy. What it does has another name: word celebration. “We arrived, we meet and the first part of the celebration, which is called the word liturgy, is exactly the same as in a mass. We ask for forgiveness, the reading is done, I proclaim the gospel and preach,” Explain to The voice. “We profess faith, pray the creed and do the requests.” That does not mean that it is a kind of priestess or that it takes care of the same rites as a priest. “I want to make it clear that I don’t trade masses”, insists The woman before clarifying that when it comes to communing she is only responsible for distributing the hosts that a pastor has previously consecrated, a task that the Church does not allow her to assume. By providing that service Almudena facilitates life to the priest in charge of the seven villages, serving as support. The two alternate on Sundays in the churches, so that a week the parishioners have Mass and the following, celebration. How do she carry it? Initially he confesses that it was difficult to take pass through his family’s misgivings to “how people would respond.” After spinning, however, he decided to accept the offer and assume a new role in the diocese. “I thought it was a good opportunity, since we are always complaining about women that they do not give us power in the church. I thought it could be good for all of us,” confesses. “In the end I threw myself into the pool and it was as if I touched the lottery.” It makes that more than 20 years, a period during which it has gone through different places where assures having encountered the acceptance and “affection” of the parishioners. “I was the first and I am the only one with appointment (from the bishopric of Tui-Vigo). I have it since 2004. What happens is that this time it has been more evident because, for the first time, breaking glass roofs, the appointment was published on the Bishopric website,” he celebrates. Is it a unique case? No. The role of Almudena may not be common in southern Galicia, but if we expand the focus to the rest of Spain we verify that there are more lay people who exert the same function as her. Including women too. In 2018 The voice revealed Also that to the north of the community, in Outes, there was a group of neighbors who were responsible for ceremonies before the shortage of priests. “It is not the Mass of women, as they say, they are women who make the Sunday celebration for the entire community,” I clarified The parish priest. There are also examples in Burgos, Tarragona either Lionamong other points of The emptied Spain. “The priests in charge, generally, of a good number of rural parishes, cannot go every Sunday to celebrate the Eucharist in all of them, so they sometimes have a lay or religious who, on Sundays in which the pastor is absent, goes to direct ‘the celebration of the word’”, They explain from the archdiocese of Oviedo. The Catholic Church in fact offers Formations for laity. A … Read more

The future is filled with AI work stations so you can have your chatgpt at home

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Acer He has just presented Its Veriton GN100, a small workstation with a single purpose: allow you to train and run local models and without depending on the cloud. The proposal is not entirely new, but points to a future in which the PC mutates to give us that promising ability to have a kind of chatgpt in local. A hardware that sounds like. This team has a GB10 Nvidia chip with Grace Blackwell architecture, and is accompanied by 128 GB of GDDR5 memory and 4 TB of storage. It is practically the same configuration of the workstation NVIDIA DGX Sparkwhich was announced in March but still without being on sale. In that case, the storage was 1 TB, which makes we can have less downloaded models. An upward trend. The new Acer Veriton GN100 is a small step that can confirm an interesting trend: that of being able to enjoy small work stations that are specifically designed so that we can install and even train AI models locally. Flag privacy. That is important above all in privacy: our conversations and use of these models will remain totally private, and there are no data that can end up staying on OpenAi, Google or Anthropic servers, for example. Thus, we can use financial, medical or confidential data without fear to consult with the AI ​​models, because that information does not come out of our team. And potential savings. Not only that: to be able to execute a local AI model allows you to avoid expenses in the use of cloud models, whether we subscribe to plans such as those proposed for example Chatgpt plus As if we use the API and pay for use. With the local model the consultations come out “free” or almost: all we pay is the equipment and its energy consumption. But. The models that we can run at home are open models as call, Deepseek R1, Qwen or The new OpenAi GPT-Oss. With them it is possible to have notable benefits, but it is very difficult to match the quality of the models as GPT-5Gemini or Claude 4 Opus Because these are gigantic models that are executed in data centers with thousands of GPUS. Competing in that sense is practically impossible, but for certain scenarios we simply do not need it, and these Open Source models can be a fantastic alternative. Acer Veriton GN100 Graphic memory to power. The larger the models of the best usually behave, but there is a problem: to be able to use them we need a lot of graphic memory and the current PCs do not stand out in that section. The most powerful graphics for consumers, The GeForce RTX 5090It has 32 GB of GDDR7 memory, which is fantastic in bandwidth but limits the size of the models to be executed. Apple has a winning hand. Fortunately we have alternatives and especially the future points to relevant changes in this area. On the one hand we have the Mac Studio with up to 512 GB of unified memory – and also, with an excellent bandwidth – in which it is possible to execute large models Open Source without problems. System Memory bandwidth (GB/s) NVIDIA GEFORCE RTX 5090 (GDDR7) 1,792 Mac Studio M3 Ultra (Unified Memory) 819 NVIDIA DGX SPARK (Unified LPDDR5X) 273 Framework Desktop (LPDDR5X memory) 256 But the PCs also begin to aim high. On the other, Teams such as Framework Desktop that have a similar memory system and that include 128 GB of GDDR5 memory also enable that possibility. Nvidia and Acer’s work stations use a very similar scheme and also integrate 128 GB of GDDR5 memory with a decent bandwidth – but not spectacular – for AI applications This promises. We are thus given the potential takeoff of a trend in the PCS market. Until now the manufacturers had specialized in gaming equipment, but the rise of artificial intelligence allows to glimpse a future in which we have “PCs for AI” that have huge amounts of graphic memory and that are perfect for this area. In Xataka | The B300 GPU is the new Nvidia beast for Ia. And we already know what prepares for 2026 and 2027

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