This is how SETI managed to isolate 100 possible alien technosignatures

For more than two decades, millions of desktop computers around the world shared their computing power while they were ‘at rest’ with a common goal. This was nothing more than searching for extraterrestrial technological signatures in the noise of the cosmos. Now, the team behind SETI@home has published the final analysis of its dataclosing a fundamental chapter in the search for extraterrestrial intelligence. A cosmic funnel. The data analyzed by SETI@home come from observations made over 14 years using the iconic Arecibo Observatory in Puerto Rico. During this time, the project operated by collecting data while the telescope was targeted by other astrophysical research. The immense amount of data recorded by this telescope was divided into small packages that were distributed over the Internet using the platform BOINC. In this case, more than five million volunteers lent the computing power of their PC processors to analyze these frequencies in the background with the legendary screensaver in the form of graphics with a latent pulse that crowned some PCs from the 2000s. All this thanks to a collaborative work that I started by installing a small application and giving up part of the processing power. What was seen. The result of all this information was nothing other than statistical outrage. Specifically, more than 12 billion initial detections were identified, and volunteers from there looked for energy spikes, narrowband pulses and signals with repetitive structures over time. The analysis focused on a 2.5 MHz band around the 1.42 GHz frequency, known as the hydrogen transition line, considered the logical “radio channel” for an interstellar civilization. The sieve end. Finding an alien signal in that mountain of data requires, first, discarding our own technological screams that we have in space. The second phase of the project consisted of cleaning those 12 billion detections from radio frequency interference. Aviation radars, television stations or even mobile phones constantly pollute the radio spectrum, not allowing us to see what is in the background. How it was done. The truly interesting thing about this project was how they managed to Separate the wheat from the chaff in a sea of ​​millions of datasince the researchers designed complex algorithms with a very ingenious technique called ‘birdies’. The ‘birdies’ are nothing more than software-simulated alien technosignatures that the team artificially injected into the database. Its importance lies in that they simply serve to test the sensitivity of the system, since if the anti-noise filters erased the ‘birdies’ or failed to group them, it meant that the algorithm was failing, since it would also be eliminating possible data that pointed to extraterrestrial life. The result. In this way, the researchers were able to go from having 12,107,039,965 in their database to selecting 100 specific signals, which is where some type of communication with an extraterrestrial could be found. A titanic cleaning task, and it is where one of the most important points of all this research lies. The role of China. The problem with all this is that the Arecibo radio telescope in December 2020 prevented the original source of the data from being able to verify these findings. Fortunately, the gigantic rFAST adiotelescope in Chinacurrently the largest and most sensitive of its kind in the world, has taken over for the final stage. In this way, with a database of 100 signals and with 23 hours of observation time dedicated to the FAST, the different locations began to be re-observed. And it is not a quick process, since each re-observation at the Chinese telescope lasts about 15 minutes and includes a slow scan with the 19 beams of the FAST receiver. This is fundamental, because the sensitivity obtained in these new measurements is substantially better, reaching between 2.0 and 2.5 times the capacity of the original Arecibo data. The outcome. After all this, the question seems obvious: Does this mean that we have finally contacted an extraterrestrial intelligence? We must be honest and emphatic: no. To date, none of the signals analyzed or reobserved have been shown to be a repeatable or conclusive alien technosignature. However, from a technological and astronomical point of view, SETI@home has been a historic triumph, as it not only democratized computer science and pioneered the immense power of distributed computing for the masses, but it has established an open source framework and new documented sensitivity limits for the future. The use of high-computational birdie injection for end-to-end testing of analysis software is, in fact, a pioneering advance in radio astronomy. Images | SETI@Home Leo_Visions In Xataka | TRAPPIST-1 was the most promising solar system to search for life. Now our joy is in a well

Europe has been working for three years to isolate itself from Russian gas. Two countries have decided to build a direct gas pipeline to Russia

The European energy map is changing at a speed that few would have imagined just three years ago. The old gas pipelines that linked Siberia to the industrial heart of the EU have been sidelined, while new routes and alliances reconfigure the power table around gas. The old continent proclaims its purpose of isolating Moscow, but in the center of the continent it is drawn an exception that alters the planned script and that may change the balance of forces in the coming winters. A map in transformation. Yes, the European gas map has changed radically in a few years, to the point that this winter of 2025 is the first in decades in which Russian gas ceases to be decisive throughout the European Union. After the invasion of Ukraine in 2022 and the energy crisis that broke out between 2021 and 2023, Brussels urged urgently diversification of supplies, relying on imports liquefied natural gas (LNG), especially from the United States and Qatar, and in the fortress of norway as a stable partner. The great gas pipelines that for half a century linked the Siberian fields with the European industrial heart have been underutilizeddamaged or reduced to a secondary role, as energy security moves towards the global balance of the LNG market and towards the vulnerability of infrastructures increasingly exposed to cyber attacks and hybrid incidents. On this new board, each molecule counts, but not all of them weigh the same: there are some that define true European autonomy more than others. The two exceptions. Despite the EU’s declared desire to eliminate purchases from Moscow, two countries have kept the valve open: Hungary and Slovakia. In August 2025, according to the Center for Research on Energy and Clean Air, both added imports of Russian crude oil and gas by more than 690 million of euros, that is, the majority of the European total. In fact, they continue to receive oil through the gigantic Druzhba pipeline, which crosses Ukraine and Belarus from Russian fields to Central Europe, and have used temporary exception granted by Brussels to landlocked countries to justify their dependence. The contrast is evident: while countries like France, the Netherlands and Belgium have limited themselves to importing residual Russian LNG, Budapest and Bratislava continue buying crude oil and gas straight from Moscow, keeping alive the energy artery that the rest of Europe has tried to close. Hungary and Slovakia are investing in gas infrastructure and creating a gas block in the heart of Europe aimed at protecting against any risks USA, Brussels and pressure. The intransigence of Viktor Orbán and Robert Fico has not gone unnoticed. At the UN, Trump accused Europe of “financing the war against itself” and pointed out with their own name to the Central European partners that do business with the Kremlin. Brussels, for its part, debate sanctions growing: the nineteenth package included a ban on Russian LNG starting in 2026 and restrictions on giants such as Rosneft or Gazprom Neft, although it avoided imposing immediate vetoes on crude oil and gas by gas pipeline, fearing a head-on crash with Budapest and Bratislava. However, the Commission is already preparing specific tariffs against imports that are still They arrive through Druzhbaand requires all Member States to submit disconnection plans before 2027the year in which the final cut is expected. The discourse of dependency. Hungary insists that its economy would fall 4% immediately if they were closed russian flowsand both Orbán and Fico speak of “economic suicide” and “ideological impositions” from Brussels. However, experts and analysts dismantle many of these arguments: geography is no excuse in an integrated European market where other equally landlocked countries, such as Austria or the Czech Republic, have reduced drastically reduce its Russian imports. Alternative infrastructures there are. The Adria pipeline, which connects to the Adriatic in Croatia, could supply enough crude oil to Hungary and Slovakia, although the reliability of its capacity tests is disputed. The Croatian oil company JANAF itself assures which can supply both refineries (Százhalombatta in Hungary and Slovnaft in Bratislava) with up to 12.9 million tons per year. In gas, the interconnections with neighboring countries and the expected abundance of LNG after 2026 suggest that the cutoff of Russian flows would be more political than technical. Politics, benefits and a shadow. Budapest’s stubbornness also has an internal political and economic dimension. The MOL company, close to the Orbán Government and owner of the Slovak refinery, has reaped huge benefits thanks to the price difference between Russian Urals crude oil and Brent, which has allowed extraordinary income for both the company and the state budget itself through taxes. In parallel, the speech of the Hungarian Executive associates the continuity of supply russian with stability of its star program of subsidies on household energy bills, despite the fact that the prices that Budapest pays for Russian gas follow the same international references as for the rest of Europe. In Slovakia, Fico also protects contracts with Gazprom valid until 2034, although the national company SPP itself has flexible agreements with large Western companies that would allow demand to be met without Moscow. The new axis of the Black Sea. Be that as it may, the most revealing element of the new energy map is that Hungary and Slovakia not only resist cutting the Russian gas pipelines inherited from the Cold War, but are betting on new connections. The route that arrives through the TurkStream and enters from Türkiye towards central Europe through the Black Sea consolidates a direct link with Moscow at the same time that Brussels seeks to isolate it. Paradoxically, the two Central European countries are becoming the main russian corridor towards the heart of the EU, a role that openly contradicts the energy autonomy strategy and reinforces the structural dependence on a partner considered hostile. Europe contradicts itself. The dilemma is obvious. The European Union proclaims its purpose to end with Russian imports in just two years, but at the same time tolerates exceptions that feed … Read more

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