The next phase of AI is not to see who invests more but who invests less

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The hole that the Hype Deepseek has caused Nvidia to assess (half billion dollars and climbing) It is somewhat deeper than a simple market adjustment: it is the end of an era in the AI ​​industry. Success can no longer be measured in invested dollars. Why is it important. Until now, the dominant narrative in AI has been very simple: More money = better models. This equation has promoted stratospheric assessments and has justified mass investments such as The Stargate project and his half billion. Deepseek has just demonstrated that this logic begins to become obsolete. The contrast. OpenAI invests hundreds of millions of dollars in each iteration of GPT. Goal has dedicated billions to flame, also open source (With nuances), without leading in performance. Deepseek has achieved equivalent or higher results with 5.6 million dollars. Efficiency has triumphed over financial muscle. Even if the 5.6 million have an extensive small print and the real cost is higher, that does not cancel its milestone in efficiency. Between the lines. The market reaction, with generalized collapses in technological beyond Nvidia, reinforces the change of paradigm. Not only is Depseek built a good model, it has shown that the emperor is naked. Huge investments in AI infrastructure, after all, could be based on erroneous assumptions about the relationship between spending and performance. The money trail. The technical innovation of Deepseek –su architecture of ‘mixed experts‘or its reduced precision system – are a signal: the future of AI does not go through larger data centers, but make them smarter and more efficient. And leave the great technological position on the other side of the Pacific: How to justify multimillion -dollar investments when a rival gets similar results with a cost fraction? What happens to valuations based on the assumption that AI requires continuous mass investments? Are they sustainable The margins of Nvidia In AI chips if the trend is towards efficiency? Yes, but. Not everything is efficiency. The great will argue that their massive investments are justified by the need for scale and reliability. Even here Deepseek poses more uncomfortable questions: are they really necessary 100,000 GPUS To train a good model … or have we been waste resources due to lack of innovation? The next. The market is going to reassess the entire AI value chain. If the models can train with a fraction of the expected cost, what does that mean to …? Chips manufacturers such as NVIDIA and AMD. Infrastructure suppliers Cloud. Startups that have raised billions based on mass investment projections. Even for projections of Energy consumption by AI training. The next phase of the AI ​​race may not be measured in Teraflops or in model sizes, but in innovations that improve efficiency. The race is no longer to see who can spend more, but to see who can spend less while getting more. The arrival of Deepseek marks a milestone and the beginning of an era: one in which the competitive advantage will not come for having the deepest pocket, but the smartest idea. This horse drop is already half a billion of dollars for Wall Street. For now. Outstanding image | Xataka with Mockuuuups Studio In Xataka | Deepseek is the fashion model. The problem is that nobody knows very well what you are doing with our data

Today’s horoscope for Virgo of January 28, 2025

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In love, your approach will be more pragmatic, looking for a stable and lasting relationship. You are likely to prefer to take the necessary time to cement a solid base before opening emotionally. However, once that connection is established, you will be loyal and committed. Love Horoscope for Virgo You are sociable as well as great, calm and collected innate enjoy your personal relationships and experience prolonged periods of pleasure lightly. It is a special opportunity to strengthen ties present or to get to know others. It has never been so easy to be responsible and open mind. Money Horoscope for Virgo If you plan to make some financial transactions, wait a bit and think about things again in your free time. There are obstacles on the way that prevent the situation from being handled without difficulties and not as you had imagined. Although you want to buy something already, it is better to wait to have a better result. Paravirgo sex horoscope You are suffering a bad attitude in your way of making love and you are basically being selfish. You don’t really care if your partner is totally satisfied while you are. Do not let this happen very often, or your domestic happiness can end suddenly. Sex could disappear completely, after all who wants to make love with a selfish? (Tagstotranslate) Hor \ U00F3Scopo today

Live football matches for this Tuesday, January 28

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The football day scheduled for this Tuesday, January 28 is loaded with matches that are part of the American calendar, which you can enjoy each of them with this agenda that the New York newspaper brings you. Football from Argentina The second day of the Argentine Super League continues with a wide variety of games that promise to fill with emotion to lovers of this sport with a total of five games that will be played this day. One of the most important matches will be the played between Rosario Central vs Lanús, because the first of these two teams is found as group B’s leader with their three points. Schedules: Rosario Central vs Lanús: 15:00 hours in the east of the United States (TyC Sports International, Inter, TNT Sports, Fanatiz Canada, Fanatiz USA, Fubotv) Sarmiento vs Godoy Cruz: 17:15 hours in the east of the United States (TNT Sports Argentina, Fanatiz USA, Fanatiz Mexico) Deportivo Riestra vs San Martín San Juan: 17:15 hours in the east of the United States (TyC Sports International, Inter, Fanatiz USA, Fanatiz Canada, ESPN) Vélez vs Platense: 19:30 in the east of the United States (TyC Sports International, Inter, TNT Sports, Fanatiz Canada, Fanatiz USA, Fubotv) Independent Rivadavia vs Barracas Central: 7:30 p.m. in the east of the United States (ESPN, Disney+, Fanatiz Canada, Fanatiz USA, Fanatiz Mexico) Mexico Soccer This Tuesday starts day 4 of the Clausura 2025 Tournament of the MX League where Aztec teams will seek to continue adding points early to position themselves in the first places and thus fight for a position for the league of competition. In total there will be five meetings that will fill fans with emotion, being the most striking that of the Eagles of the América vs el Atlético San Luis Club one of the most striking; For its part, the Leon Club in which the Colombian James Rodríguez is now eating against the Rayadas Chivas de Guadalajara. Schedules: America vs Atlético San Luis: 20:00 hours in the east of the United States (Fubotv, Tudn USA, TUDN) Puebla vs Mazatlan: 20:00 hours in the east of the United States (Azteca 7, Azteca Sports Live, Vix, Vix) León vs Guadalajara: 22:00 hours in the east of the United States (Vix, Tubi Mexico) Tigres UANL vs Tijuana: 22:00 hours in the east of the United States (Fubotv, Fox Deportes, Azteca 7, Azteca Sports Necaxa vs. Cruz Azul: 22:05 hours in the east of the United States (Fubotv, Tudn USA, Tudn.com, Azteca Sports Live, Claro Sports, Inter) Continue reading:–President of Rayo Vallecano commands James Rodríguez–UANL tigers confirms its first reinforcement for the Clausura 2025–Classic between Real Madrid and Barcelona in May could be played outside Spain (Tagstotranslate) Aguilas del America (T) Liga MX (T) Argentine Super League

Technological millionaires have lost 108,000 million in a single day

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Just take a look at the list of greater fortunes of the world to realize that, in one way or another, AI is the common denominator that has catapulted these fortunes at current levels. However, the earthquake caused by Deepseekhas caused investors to doubt the real value of the projects supported by large technological ones, which has picked up the value of their actions, dragging with them the fortunes of their CEOS and founders. Specifically, Fortune esteema joint loss of more than 108,000 million in a single day. It is not the first time This happens. Jensen Huang and Nvidia in the eye of the hurricane. The news that the new China has not used the most powerful processors Nvidia for its development has made the market assessment of the Jensen Huang company lost 400,000 million dollars. As a result of that fall, the Jensen Huang fortune He lost a value of 20,100 million dollars in just one day, which represents 20% of the total fortune. Larry Ellison’s infrastructure. Much of Oracle’s success in recent years has been based on the structure offered for AI, So it is not surprising that investors have also staged their doubts selling their positions in the company that founded and directs Larry Ellisonwhich currently occupies the fifth place among the greatest fortunes in the world. Percentage, the New York millionaire lost less than Huang with 12% of his fortune, but in absolute terms, Oracle’s fall after the presentation of Deepseek caused him a devaluation of his fortune estimated at 22.6 billion euros. Collateral damage of the fall. Together, technological giants lost about 94,000 million directly due to the depreciation of their market value due to the mass sale of shares. This fall caused an expansive wave in other indices that, indirectly, also suffered losses. The Nasdaq index 3.1% fell and the S&P 500 left 1.5%. For example, Michael Dell’s fortune, the computers giant13,000 million were left after the presentation of the new Chinese model, while the co -founder of Binance Holdings, Changpeng “CZ” Zhaolost 12,100 million dollars. Immune to earthquakes. Although the Deepseek’s emergence It has meant a tsunami for the AI ​​development scene, some leading actors seem to put their fortunes in dusty and left unscathed from this stock market shaking. The biggest beneficiary has been Bernard Arnault, who has known Fishing in a scrambled river Adding 5,000 million dollars to their fortune while most technological millionaires painted their negative balances. Worthy of a teacher in stock jarism has been the role of Mark Zuckerberg, who has not only unharmed the tsunami that has caused China, but has added 4.2 billion dollars to his fortune. Jeff Bezos, with a more discreet role, has added 519 million, but like Zuckerberg, he has fallen to the storm being one of the main investors in the development of AI. In Xataka | The next border of the super farms is no longer to be Milmillonarios, is to be Billionaires: Musk, Zuckerberg and Bezos are candidates Image | Flickr (Fortune Global Forum, Trump White House Archced, Presidency of the Mexican Republic),

Today’s horoscope for libra of January 28, 2025

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You will worry about building a solid base for both you and your loved ones. Your determination to create a safe and cozy home will be key. In addition, your planning and organization skills will help you successfully manage family responsibilities. LOBRA LOVE HOROSCOPE You are full of warm positive feelings that give you the courage to discover the world, meet people and do the things you always wanted to do. Make the trip with which you have dreamed, you will have experiences to remember the rest of your life. Horoscope for money for pound Even when finance is not your favorite topic, you must continue on the lookout for business affairs. It is time to finish delayed issues and put your documents in order. A possible positive effect of this is that you see all the panorama and see how the situation of your finances is. Paralibra sex horoscope The high -flight sexual adventures are not on your agenda. Instead of passion you feel it as simple. Grab your partner and get into bed. You will do it well without that silly underwear and absurd attempts to look for new positions. At this time what you need is a practice delight. (Tagstotranslate) Hor \ U00F3Scopo today

The Civil Guard disarticulates a money laundering that moved three million euros per week in cryptocurrencies

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The Civil Guard has dismantled a criminal organization dedicated to whitening capitals through cryptocurrencies. As reported by the agency, 23 people have been arrested in the operation and more than 30 million euros have been intervened, mostly in cryptoactives. Ifade-Yuzuk. That is the denomination that this operation has received whose beginnings date back to 2023, when the investigation began thanks to the “identification of suspicious actions within the framework of the Civil Guard prevention work” in certain Spanish airports. The criminal organization was “perfectly structured and hierarchized” and composed of at least 52 members. What did they do? As explained by the Civil Guard in A statementthe organization was dedicated to money laundering using crypts as a vehicle. The group “bought” the cash obtained illegally and compensated by cryptocurrency transactions, charging a commission between two and three percent. Subsequently, that cash was “sold” and compensated in cryptocurrencies paying similar commissions. “In this way, the organization managed to maintain stable balance in the wallets used, guaranteeing a cadence between four and six weekly operations, with a flow of three million euros a week,” says the Civil Guard. Operation Ifade-Yuzuk | Image: Civil Guard The money trail. The cash came from the sale of goods introduced in Spain opaquely for the tax authorities, such as falsifications. These products ended in Badalona (Barcelona) or Manises (Valencia) establishments, although the majority of premises involved were in a Madrid town. The money was extracted from Spain through commercial flights, clandestinely or through statements of means of payment. The main destination was Cyprus, although later criminals began using road transport to sell illicit money both in Spain and in France and Portugal. As the Civil Guard details, “cash deliveries have been detected in different Spanish provinces (Madrid, Barcelona, ​​Malaga, Castellón, Valencia and Alicante), Cyprus, France and Portugal.” Operation Ifade-Yuzuk | Image: Civil Guard An operation of several countries. Operation IFADE-YUZUK has had two phases. One in the Ortrew of 2024, dedicated to the disarticulation of the organization in Spain, Cyprus and France; and another in November focused on its customers. The coordination of the judicial and fiscal authorities of Spain, Chipre and Germany, as well as the Europol and Eurojust, has been required. It has also cooperated with T3 TCE (initiative of Tron, Tether and TRM Labs companies), thanks to which the preventive blockade of more than 26.4 million USDT “has been achieved; and with Binance, which has blocked “29 accounts with balances worth approximately $ 152,000.” Operation Ifade-Yuzuk | Image: Civil Guard The result. All this operation has been paid with 90 records in homes and social venues, of which 77 have been in Spain. 23 arrests have also been carried out, 20 of which have been in national territory. Finally, it should be noted that numerous computer devices, 36 vehicles, 8.2 million euros effective, 27 million euros in cryptocurrencies, real estate and more than two million in bank accounts have been intervened. Images | Civil Guard In Xataka | Amazon has been fighting a lost battle against falsifications for years (and he doesn’t know what else to do)

Today’s weather in Miami for this Tuesday, January 28

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Today’s weather forecast in Miami For this Tuesday, January 28, indicates that temperatures will reach a maximum of 75 degrees Fahrenheit (24ºC) in the Magic City. During the night in Miami the temperature will reach 61 degrees Fahrenheit (16ºC) On the other hand, the thermal sensation, that is, “real temperature” that is forecast for this day will be around 77ºF (25ºC) of maximum and 77ºF (25ºC) of minimal. During this period of the year, the appearance of the sun occurs with dawn at 07:06 h, while putting on the horizon at 6:02 p.m. In total, we will have 11 hours of sun during the day. Time in Miami for tomorrow As for the weather in Miami tomorrow, the forecast indicates that few clouds are expected. Temperatures will have a variation between 63 and 75 degrees Fahrenheit (17 and 24ºC). The weather in Miami for the next 7 days If you do not want to stay behind and know what is expected of time in Miami in the next 7 days, here we give you an estimate of time today. Do not forget that the weather conditions in the south of Florida change day by day, so we recommend you consult our site daily. How much does it rain in Miami? As reported by the United States National Meteorological Service, the rainiest season in Miami covers from the end of the primabera to summer, with autumn and winter as drier seasons. As can be seen in the graph below, the months of August and September are the months with the most water volume in the form of rainfall. The warmest and colder months in Miami Miami has a climate that is the envy of many other cities, with temperate winters and summers not excessively warm, although the humidity in the hottest months is very high, which causes the thermal sensation to also rise. The most heat period in Miami is around August, where temperatures usually rise to 87.3 ° F (30.7 ° C). On the other hand, the coldest period of the year occurs in the month of January, in which temperatures usually decrease to 61.0 ° F (16.1 ° C). Do not miss the novelties of the weather in Miami in https://laopinion.com/tema/clima-en-miami/. (Tagstotranslate) Climate in Miami

How to use it locally on Windows, Macos or GNU/Linux

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Let’s explain How to install Depseek on your computerto be able to use it whenever you want. There are several ways to do it, but we will try to turn to one of the simplest that is possibleand that works with both Windows and Macos and Gnu Linux. For that, we will resort to A program called Ollamaand that serves to install different artificial intelligence models and launch them on your computer. Among them is Deepseek. It is installed as a normal application, although its use is a bit different. His great peculia is that It works from the internal console of your operating systemboth Windows and Macos or GNU/Linux. This can be a bit confusing, although simplifying its use to the maximum. In fact, you just have to install the app and write a command to start working. The positive part of this is that You will be able to use Depseek even without connection to the Internet, since it will be working internally on your computer. And the negative part is that you cannot search the Internet, at least with this R1 model that we are going to install. Install Depseek on your PC The first thing you have to do is enter the Ollana website, which is a program that serves to install and run several artificial intelligence models locally. For this, enter Ollama.comand click on the button Download That will appear. Now, you will go to the page where you have to Choose the operating system for which you want to lower the program. Once you have chosen it, click on the button Download. By default the web will show the system you are using, but you can download the executable of any other. When you download it, it launches the installation program. Install Ollama is very simple, you just have to click on the next button on the presentation screen, and then click on the button Install On the installation screen. Now comes the only one a bit complex. Once installed, you have to launch the Ollama application. Apparently nothing will happen, nothing will open. At this point, with Ollama operating you have to open the terminal of your operating system, the system symbol in Windows. There, you have to Write the code to install or execute Deepseek. Is the following: OLLAMA PULL DEPEEEK-R1: 8B: This only discharges Deepseek R1 in its 8B version. This version is somewhat bigger than the lower ones, but it is much more effective. Ollama Run Deepseek-R1: 8b: This installs and launches Deepseek R1 in version 8b or in which you choose. The installation process is several gigabytes, about 5, and The lot or little that will depend on your connection to the Internet. Once installed, in the case of having used the command Run You can start using it. How to use Deepseek on your PC After doing the installation, you just have to Use the command Ollama Run Deepseek-R1: 8b In the terminal of your computer having the Open Open program. Version 8b can change it for another one available here: ollama.com/library/deepseek-r1/tags. When you set the program, in your computer’s command line you can Write the prompt you want Throw Deepseek, and after a few seconds the answer will begin to generate. If you write in Spanish, possibly answer you in the same language, although your trend will be to use English. If you respond in English, you can always mention in the Prompt That he answers in Spanish. The Deepseek R1 model is specialized in reasoning. Therefore, when you write a prompt, Before receiving the answer you can see your reasoning Among the labels . This is curious so you can see the way in which AI is processing what you have asked. Then, the answer will generate. When you want to stop using ollama with Depseekthen you will have to write the command /Byeand will return you to the default terminal. If you write /? It will show you other commands you can use. In Xataka Basics | Prompts pages: 16 free websites and communities to find ideas for your prompts and find advice to improve them

Su7 closed the year selling more than Model 3 and aspires to give it a great bite in sales in 2025

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Just two months ago we reviewed all the key dates of the Xiaomi first electric car. The Chinese company has managed to put an electric shielding car capable of compete on paper With brands like Tesla but also with firms that have always seemed more inaccessible, such as Porsche. Then we explain that the project was barely three years old when Lei Jun, CEO of the company, The Xiaomi Su7 definitely showed ushe First electric car of the company. That December 28, 2023 we could not imagine that in just one year we would have seen Xiaomi dispatch tens of thousands of units (almost 90,000 reservations in just 24 hours)get A record in nürburgring And, directly, present a Second SUV body. A meteoric advance that has ended up finding last December. In the last month of the year, Xiaomi has ended up taking an important bite in the sales of the electric car in China. It is an advance of what will come in 2025. A small victory that plays Tesla placed Specifically, it has been in December and in the electricity sedan market where Xiaomi has managed to overcome Tesla Model 3 as one of the best -selling cars. Collect in CNEVPOST That the Xiaomi Su7 delivered 25,815 units last December 2024, compared to 21,046 units delivered to Tesla Model 3 by Elon Musk’s company. The result is especially relevant since Tesla’s electricity directly competed with vehicles that cost a very small part of its price. The Xiaomi Su7 was launched with a price of 215,900 Chinese yuan (about 28,500 euros) slightly below the 235,500 Chinese yuan (about 31,100 euros) of Tesla Model 3. But, above all, especially far from the rivals it has for on. The Xiaomi Su7 was the fourth best -selling electric sedan in the country. Above it had Wuling binguo (30,757 units) that barely costs 75,800 yuan (10,000 euros), the Hongguang Mini EV (37,747 units) with options in the market where the car is acquired without battery and subscribes to it (lowering the price at a ridiculous cost of just three or four thousand euros) and the Byd Seagull (48,754 units) authentic Reference in the small electric car market and Chinese cheap with a price of 69,800 yuan (9,220 euros). The result of the Xiaomi Su7 in this first year has been exceptional. Lei Jun confirmed these days that the car had sold more than 135,000 units in the first year. To get an idea, the sum of All electric cars in Spain have added 65,478 units. December is a warning to Tesla of what can be found in the coming years. The month of December is always a month where the company of Elon Musk delivers more vehicles (it usually does so in the last months of each quarter) but this year it seems that it stepped on the accelerator to try to avoid what finally happened: Sell ​​less cars than the previous year for the first time in its history. In this final push, Tesla got record figures in China, Delivering 657,000 units in 2024. Only in December managed to place in the Market more than 83,000 vehicles. In spite of everything, from Xiaomi, figures that will approach those of Tesla are advanced by leaps and bounds. Lei Jun not only confirmed that Xiaomi had put on the market More than 135,000 vehicles In 2024. In addition, he ventured that in 2025 they will get Sell ​​300,000 cars. That would leave Xiaomi in a 45% production of what Tesla sold in China last year. That is, it is still far but in two years they hope to place almost halfway from the company of Elon Musk. To understand how this impulse is possible, it is expected that half of the year Xiaomi will throw its first electric SUV. He Xiaomi Yu7 It will fight directly with the Tesla Model and, just when Chinese buyers seem to be turning their backs on foreign manufacturers in favor of the premises. We will have to wait to know to what extent The soda in the image of the Tesla car It is enough to remain one of the best -selling cars. Photo | Lei Jun In Xataka | I have seen the Xiaomi electric car: SU7 is the clear proof of the brand’s future

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