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La paradoja de la IA: altas capacidades, pero altos índices de error

La paradoja de la IA: altas capacidades, pero altos índices de error

Recientemente, la inteligencia artificial ha dado un salto significativo con la llegada de nuevos modelos de razonamiento de OpenAI, como o3 y o4-mini, así como el potente Gemini 2.5 Pro de Google.

Estas innovaciones están mostrando capacidades sorprendentes para resolver problemas complejos y actuar como agentes autónomos, lo que pone en evidencia una evolución hacia lo que algunos expertos denominan ‘AGI dentada’.

Este término se refiere a sistemas que parecen poseer inteligencia general, pero que a menudo fallan en tareas simples, lo que genera inquietudes sobre su fiabilidad.

AI is becoming exponentially more efficient—compute per watt is up 2.5x since 2022.

But energy consumption is rising even faster.

This isn’t a glitch. It’s a known systems effect: Jevons Paradox. pic.twitter.com/cEnBSgp5wh

— Marc Hustvedt (@MarcHustvedt) April 18, 2025

¿Estamos presenciando un atisbo de la IA general o solo una ilusión?

Los modelos o3 y o4-mini no solo son capaces de entender preguntas complejas, sino que también toman decisiones autónomamente y realizan diversas tareas comunicándose a través de un solo mensaje.

Un ejemplo notable ilustra esta capacidad: al ser solicitado para crear un negocio de venta de quesos por correspondencia, o3 no solo inventó eslóganes, sino que desarrolló un plan financiero, analizó la competencia, y generó un sitio web en menos de dos minutos.

A pesar de estos avances, la situación presenta una paradoja preocupante. Los nuevos modelos están mostrando tasas de alucinación elevadas, generando información errónea con confianza, lo que puede poner en riesgo su adopción en sectores críticos, como el jurídico o médico. Según un informe técnico de OpenAI, o3 falló hasta en el 33% de sus pruebas en comparación con sus predecesores.

Este fenómeno destaca un aspecto crucial: el hecho de que la IA actual, aunque capaz de razonar, no comprende realmente el mundo. Opera a partir de correlaciones aprendidas y puede fallar en generalizaciones. Así, surge la interrogante sobre si estamos ante una forma de AGI incompleta o simplemente ante una ilusión de inteligencia avanzada.

Sin duda, modelos como o3 están transformando la investigación y el diseño de productos, a pesar de que sus errores continúan siendo un obstáculo significativo.

Author AgenciasPosted on April 22, 2025July 1, 2025Categories NewsTags inteligencia artificial

La paradoja de la IA: altas capacidades, pero altos índices de error

La paradoja de la IA: altas capacidades, pero altos índices de error

Recientemente, la inteligencia artificial ha dado un salto significativo con la llegada de nuevos modelos de razonamiento de OpenAI, como o3 y o4-mini, así como el potente Gemini 2.5 Pro de Google.

Estas innovaciones están mostrando capacidades sorprendentes para resolver problemas complejos y actuar como agentes autónomos, lo que pone en evidencia una evolución hacia lo que algunos expertos denominan ‘AGI dentada’.

Este término se refiere a sistemas que parecen poseer inteligencia general, pero que a menudo fallan en tareas simples, lo que genera inquietudes sobre su fiabilidad.

AI is becoming exponentially more efficient—compute per watt is up 2.5x since 2022.

But energy consumption is rising even faster.

This isn’t a glitch. It’s a known systems effect: Jevons Paradox. pic.twitter.com/cEnBSgp5wh

— Marc Hustvedt (@MarcHustvedt) April 18, 2025

¿Estamos presenciando un atisbo de la IA general o solo una ilusión?

Los modelos o3 y o4-mini no solo son capaces de entender preguntas complejas, sino que también toman decisiones autónomamente y realizan diversas tareas comunicándose a través de un solo mensaje.

Un ejemplo notable ilustra esta capacidad: al ser solicitado para crear un negocio de venta de quesos por correspondencia, o3 no solo inventó eslóganes, sino que desarrolló un plan financiero, analizó la competencia, y generó un sitio web en menos de dos minutos.

A pesar de estos avances, la situación presenta una paradoja preocupante. Los nuevos modelos están mostrando tasas de alucinación elevadas, generando información errónea con confianza, lo que puede poner en riesgo su adopción en sectores críticos, como el jurídico o médico. Según un informe técnico de OpenAI, o3 falló hasta en el 33% de sus pruebas en comparación con sus predecesores.

Este fenómeno destaca un aspecto crucial: el hecho de que la IA actual, aunque capaz de razonar, no comprende realmente el mundo. Opera a partir de correlaciones aprendidas y puede fallar en generalizaciones. Así, surge la interrogante sobre si estamos ante una forma de AGI incompleta o simplemente ante una ilusión de inteligencia avanzada.

Sin duda, modelos como o3 están transformando la investigación y el diseño de productos, a pesar de que sus errores continúan siendo un obstáculo significativo.

Author AgenciasPosted on April 22, 2025July 1, 2025Categories NewsTags inteligencia artificial

The actors regret having sold their image rights to artificial intelligence companies

The growing interest of companies in artificial intelligence (AI) has generated an intense debate about its applications in various sectors, including media and entertainment. Recently, there has been a notable increase in the use of AI-generated presenters on television, which has led several actors to sell their image and voice rights to technology companies, such as Synthesia, usually in exchange for quick financial compensation. However, actors like Adam Coy and Simon Lee have expressed regret after making hasty decisions without considering the long-term implications. The […]

The actors regret having sold their image rights to artificial intelligence companies

The growing interest of companies in artificial intelligence (AI) has generated an intense debate about its applications in various sectors, including media and entertainment.

Recently, there has been a notable increase in the use of AI-generated presenters on television, which has led to several actors selling their image and voice rights to technology companies, such as Synthesia, usually in exchange for quick financial compensation.

However, actors like Adam Coy and Simon Lee have expressed their regret after making hasty decisions without considering the long-term implications.

The jump in voice quality is pretty wild ?

A few years ago, our avatars felt… a bit off ?

Now?

They speak with emotion, adapt their facial expressions, and feel remarkably human.

And they’re about to level up again — stay tuned ? pic.twitter.com/9nC6boQ0Uy

— Synthesia ? (@synthesiaIO) April 14, 2025

Innovations in AI in the media raise ethical concerns among industry professionals

Their avatars have been used to promote dubious content, ranging from scams to conspiracy theories, which has compromised their professional reputation. Although these collaborations may seem appealing at first, many artists simply do not understand the permanence of the agreements they sign.

Synthesia, one of the leading companies in the creation of AI avatars, has closed multimillion-dollar deals with other companies, and although it claims to have strict policies to prevent abuse, harmful content sometimes escapes its control.

Big milestone for @synthesiaIO – we've raised $180M in Series D funding, led by NEA on a $2.1B valuation.

Since 2017 we've built the market leading platform for enterprise AI video w/ millions of users, 60% of the F100 as customers and the world-leading AI avatars. pic.twitter.com/HM0wxllKXW

— Victor Riparbelli (@vriparbelli) January 15, 2025

For example, actor Connor Yeates has found his image associated with political propaganda that goes against the platform’s terms of use. The clauses designed to serve as safeguards in these contracts have not ensured that harmful videos are removed once published.

Some actors, justifying their decisions by the money received, argue that this approach can benefit them financially in the short term. However, many in the industry warn that these decisions can negatively affect their future careers. The landscape of AI in entertainment, while promising innovation, raises ethical concerns that are still far from being resolved.

Author AgenciasPosted on April 22, 2025July 1, 2025Categories NewsTags inteligencia artificial

New AI model detects toxic comments with an accuracy of 87.6%

Researchers from Australia and Bangladesh have developed an innovative machine learning model that can detect toxic comments on social media with an accuracy of 87.6%. This advancement was presented at the 2024 conference on Innovation and Intelligence in Computing, where the growing concerns about cyberbullying and its devastating effects on the mental health of online users were discussed. The collaboration between East West University in Bangladesh and the University of South Australia has resulted in an algorithm that outperforms existing models, which often generate a high number of […]

New AI model detects toxic comments with an accuracy of 87.6%

Researchers from Australia and Bangladesh have developed an innovative machine learning model that can detect toxic comments on social media with an accuracy of 87.6%.

Amazon Prime Video
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This advance was presented at the 2024 conference on Innovation and Intelligence in Computing, where the growing concerns about cyberbullying and its devastating effects on the mental health of online users were discussed.

The combination of efforts between East West University in Bangladesh and the University of South Australia has resulted in an algorithm that outperforms existing models, which often generate a high number of false positives.

A novel approach to identifying Internet trolls and toxic content on social media using deep learning. Trolls can no longer hide behind anonymity. In fact, anonymity is an illusion, only believed by fools. #cybersecurity #law #legal #Security #trolls. https://t.co/hk3LQzrL80 pic.twitter.com/epzHUSazGI

— Michael Knight (@michaelmknight) March 3, 2025

An AI to solve a serious problem

The principal investigator, data science expert Afia Ahsan, highlighted that the increase in cyberbullying has led to serious problems such as self-harm and even suicide in extreme cases.

“Eliminating toxic comments from social media platforms is vital to curb the rising abuse and ensure respectful interactions in the social space,” Ahsan stated.

The optimized model was tested on a dataset containing comments in English and Bangla, collected from prominent platforms such as Facebook, YouTube, and Instagram.

The team found that their support vector machine (SVM) model was the most reliable and effective among three tested models, making it the preferred option for real-world implementation.

Researchers plan to enhance their capabilities by integrating deep learning techniques and expanding the dataset to include more languages and regional dialects.

Amazon Prime Video
Amazon Prime Video DOWNLOAD

On the other hand, partnerships with online platforms are being explored to implement this technology, which could transform the way we interact in the digital realm and significantly contribute to the improvement of mental health on social media.

Author AgenciasPosted on March 8, 2025July 1, 2025Categories NewsTags inteligencia artificial

New AI model detects toxic comments with an accuracy of 87.6%

Researchers from Australia and Bangladesh have developed an innovative machine learning model that can detect toxic comments on social media with an accuracy of 87.6%. This advancement was presented at the 2024 conference on Innovation and Intelligence in Computing, where the growing concerns about cyberbullying and its devastating effects on the mental health of online users were discussed. The collaboration between East West University in Bangladesh and the University of South Australia has resulted in an algorithm that outperforms existing models, which often generate a high number of […]

New AI model detects toxic comments with an accuracy of 87.6%

Researchers from Australia and Bangladesh have developed an innovative machine learning model that can detect toxic comments on social media with an accuracy of 87.6%.

Amazon Prime Video
Amazon Prime Video DOWNLOAD

This advance was presented at the 2024 conference on Innovation and Intelligence in Computing, where the growing concerns about cyberbullying and its devastating effects on the mental health of online users were discussed.

The combination of efforts between East West University in Bangladesh and the University of South Australia has resulted in an algorithm that outperforms existing models, which often generate a high number of false positives.

A novel approach to identifying Internet trolls and toxic content on social media using deep learning. Trolls can no longer hide behind anonymity. In fact, anonymity is an illusion, only believed by fools. #cybersecurity #law #legal #Security #trolls. https://t.co/hk3LQzrL80 pic.twitter.com/epzHUSazGI

— Michael Knight (@michaelmknight) March 3, 2025

An AI to solve a serious problem

The principal researcher, data science expert Afia Ahsan, highlighted that the increase in cyberbullying has led to serious problems such as self-harm and even suicide in extreme cases.

“Eliminating toxic comments from social media platforms is vital to curb the rising abuse and ensure respectful interactions in the social space,” Ahsan stated.

The optimized model was tested on a dataset containing comments in English and Bangla, collected from prominent platforms such as Facebook, YouTube, and Instagram.

The team found that their support vector machine (SVM) model was the most reliable and effective among three tested models, making it the preferred option for real-world implementation.

Researchers plan to enhance their capabilities by integrating deep learning techniques and expanding the dataset to include more languages and regional dialects.

Amazon Prime Video
Amazon Prime Video DOWNLOAD

On the other hand, partnerships with online platforms are being explored to implement this technology, which could transform the way we interact in the digital realm and significantly contribute to the improvement of mental health on social media.

Author AgenciasPosted on March 8, 2025July 1, 2025Categories NewsTags inteligencia artificial

The R1 chatbot from DeepSeek is concerned about possible illegal shipments of Nvidia to China

A case of alleged fraud has put the shipping route of servers that may contain advanced Nvidia chips in the spotlight, with significant implications for the artificial intelligence (AI) industry. According to Singapore’s Minister of Home Affairs, K. Shanmugam, these servers were shipped from the United States to Singapore and ended up in Malaysia, although the final destination is unclear. U.S. authorities’ investigations focus on whether the company DeepSeek acquired Nvidia semiconductors through third parties in Singapore, evading the restrictions imposed by Washington on the export of advanced technologies […]

The R1 chatbot from DeepSeek is concerned about possible illegal shipments of Nvidia to China

A case of alleged fraud has put the shipping route of servers that may contain advanced Nvidia chips in the spotlight, with significant implications for the artificial intelligence (AI) industry.

Netflix
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According to Singapore’s Minister of Home Affairs, K. Shanmugam, these servers were sent from the United States to Singapore and ended up in Malaysia, although the final destination is unclear.

The investigations by U.S. authorities focus on whether the company DeepSeek acquired semiconductors from Nvidia through third parties in Singapore, evading the restrictions imposed by Washington on the export of advanced technologies to countries like China.

Singapore is investigating whether Dell and Super Micro Computer servers shipped to Malaysia housed Nvidia chips barred from China, outlining a case that’s highlighted the role of middlemen in funneling high-end semiconductors https://t.co/sAWxyTqnjY via @technology

— Paul Triolo (@pstAsiatech) March 3, 2025

Could DeepSeek have illegally purchased Nvidia GPUs?

In this context, the company recently launched its chatbot R1, which promises to compete with U.S. AI products, offering similar capabilities at a significantly lower cost.

Shanmugam reported that the investigation began following the accusation of three men involved in the misrepresentation of the final destination of the servers. The American companies Dell and Super Micro are the ones that supplied this equipment to companies based in Singapore.

The minister emphasized that “there are concerns about the false representation of the servers’ destination,” which has led Singapore to request more information from both the United States and Malaysia regarding this movement of servers.

Netflix
Netflix DOWNLOAD

The official added that there is a possibility that the servers in question contain Nvidia chips. However, certainty about their final destination, whether Malaysia or another country, has not yet been confirmed. “There may be false representation regarding the final destination of the servers,” Shanmugam noted, leaving the door open for further developments in this complex situation.

Author AgenciasPosted on March 8, 2025July 1, 2025Categories NewsTags inteligencia artificial, NVIDIA, Tech

Anthropic's AI secures a $3.5 billion investment, surpassing the value of Mercedes-Benz

Anthropic, the renowned artificial intelligence company, has recently closed an impressive investment round of $3.5 billion, raising its valuation to $61.5 billion. This amount, for example, surpasses the market capitalization of Mercedes-Benz, which is valued at $60 billion, and although the figure is considerable, it is far from the $300 billion that OpenAI is estimated to be worth. The capital injection comes mainly from Lightspeed Venture Partners and other venture capital firms, in contrast to previous investments made by giants like Amazon or Google. More money to continue competing in […]

Anthropic's AI secures a $3.5 billion investment, surpassing the value of Mercedes-Benz

Anthropic, the renowned artificial intelligence company, has recently closed an impressive investment round of 3.5 billion dollars, which raises its valuation to 61.5 billion dollars.

ChatGPT
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This amount, for example, exceeds the market capitalization of Mercedes-Benz, which is valued at 60 billion dollars, and although the figure is considerable, it is far from the 300 billion that OpenAI is estimated to be worth.

The capital injection comes mainly from Lightspeed Venture Partners and other venture capital firms, in contrast to previous investments made by giants like Amazon or Google.

Anthropic has raised $3.5 billion at a $61.5 billion post-money valuation, led by Lightspeed Venture Partners.

This will advance our development of AI systems, deepen our understanding of how they work, and fuel our international expansion.

Read more: https://t.co/fci4LlX0Na

— Anthropic (@AnthropicAI) March 3, 2025

More money to continue competing in AI

With this new funding, Anthropic plans to continue developing “smarter and more capable AI systems,” according to a statement from its executives.

Despite this optimism, the company faces significant challenges. Its projected revenue rate for 2024 was $1 billion, but it is now estimated to grow by 30%, which is still insufficient compared to the projected annual expenses of $5.6 billion for the development and maintenance of its operational infrastructure.

The recent launch of its new hybrid model, Claude 3.7 Sonnet, has shown outstanding performance, especially in programming, reaffirming Anthropic’s position as a benchmark in the industry.

However, the company relies heavily on venture capital and these rounds of investment for its survival. The competition is fierce, especially against companies with greater financial resources.

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Despite the challenges, investment in artificial intelligence continues to rise, with capital flows that do not cease, which translates into an optimistic outlook for both Anthropic and the AI startup ecosystem in general. Expectations for the future of AI remain high, which is good news for the segment.

Author AgenciasPosted on March 8, 2025July 1, 2025Categories NewsTags inteligencia artificial

200 billion dollars to boost AI, Meta's goal for 2026

Meta, the parent company of Facebook, is negotiating the construction of a monumental campus for a data center aimed at artificial intelligence projects, with an investment that could exceed $200 billion, according to sources close to these plans cited by The Information. The states considered for the campus location are Louisiana, Wyoming, and Texas, places that offer accessible land, abundant energy, and proximity to communication infrastructure. But Meta denies it all Despite reports about this ambitious project, a spokesperson for Meta has denied the rumors, calling them “pure speculation” Additionally, […]

200 billion dollars to boost AI, Meta's goal for 2026

Meta, the parent company of Facebook, is negotiating the construction of a monumental campus for a data center dedicated to artificial intelligence projects, with an investment that could exceed 200 billion dollars, according to sources close to these plans cited by The Information.

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The states considered for the campus location are Louisiana, Wyoming, and Texas, places that offer accessible land, abundant energy, and proximity to communication infrastructure.

*META DISCUSSES $200 BILLION AI DATA CENTER PROJECT- THE INFORMATION$META pic.twitter.com/7HS0hXzz8W

— Investing.com (@Investingcom) February 26, 2025

But Meta denies everything

Despite reports about this ambitious project, a spokesperson for Meta has denied the rumors, calling them “pure speculation.”

In addition, it has been noted that the company had already communicated its capital expenditure forecast of 65 billion dollars for 2025, a figure that, although exorbitant, represents approximately one third of what is suggested in the new rumors.

This initiative by Meta is not an isolated case, as interest in investment in data centers is increasing among large tech companies, which are announcing significant projects to build facilities dedicated to artificial intelligence.

??? META REPORTEDLY EYES MASSIVE $200 BILLION AI DATA CENTER PROJECT

Meta is reportedly considering a $200 billion investment in a cutting-edge AI data center project.

No official confirmation yet, but the scale of this investment suggests a major shift in AI development.… https://t.co/71j0uxtgsE pic.twitter.com/4LLcZBkRXe

— Mario Nawfal (@MarioNawfal) February 26, 2025

This enthusiasm for technological infrastructure responds to the growing demand for computational capabilities necessary to develop and deploy advanced AI models.

In this context, another notable project is the one called Stargate, led by OpenAI and SoftBank, which plans an investment of 500 billion dollars over four years for the construction of data centers specifically for artificial intelligence.

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These figures reflect a growing trend in data infrastructure investment, an area that is considered fundamental for the advancement of current and future technology.

Author AgenciasPosted on March 1, 2025July 1, 2025Categories NewsTags inteligencia artificial, Meta

In this company, AI is going to replace more than 4,000 workers

DBS, the largest bank in Southeast Asia, has announced its intention to cut 4,000 jobs over the next three years as it implements artificial intelligence (AI) in its operations. This decision is part of a broader context in which AI is estimated to lead to the elimination of up to 200,000 jobs in the banking sector worldwide over a period of three to five years. According to a report by Bloomberg Intelligence, this phenomenon would affect approximately 40% of jobs globally. Does the future involve losing […]

In this company, AI is going to replace more than 4,000 workers

DBS, the largest bank in Southeast Asia, has announced its intention to reduce 4,000 jobs over the next three years as it implements artificial intelligence (AI) in its operations.

ChatGPT
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This decision is part of a broader context in which it is estimated that AI could lead to the elimination of up to 200,000 jobs in the banking sector worldwide over a period of three to five years.

According to a report by Bloomberg Intelligence, this phenomenon would affect approximately 40% of jobs worldwide.

DBS Bank to Cut 4,000 Temporary Jobs as AI Replaces Roles

DBS Group Holdings plans to reduce its temporary workforce by 4,000 over the next three years as AI increasingly takes on tasks traditionally performed by humans. The bank, based in Singapore, employs around 8,000 to… pic.twitter.com/eivpT1Uktg

— Wind Info (@WindInfoUS) February 24, 2025

Does the future involve losing our jobs due to AI?

A spokesperson for the bank, based in Singapore, confirmed that the staff reduction would mainly occur through the termination of temporary and project contracts.

“We anticipate that AI could reduce the need to renew around 4,000 temporary employees in our 19 markets,” he stated in a statement to AFP. He clarified that permanent employees will not be affected and will continue in their positions.

To mitigate the impact of these changes, DBS has initiated upgrade and retraining programs for approximately 13,000 employees, where more than 10,000 have already begun to acquire skills in areas such as AI and data analytics. This strategy aims to prepare the workforce for a constantly evolving environment due to automation.

In light of this situation, the International Monetary Fund (IMF) has emphasized the importance of developing appropriate policies that allow for the safe and beneficial harnessing of AI’s vast potential for humanity.

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However, experts warn that the rapid adoption of technologies can carry risks if the implications for the labor market are not adequately addressed.

Author AgenciasPosted on March 1, 2025July 1, 2025Categories NewsTags inteligencia artificial

The AI invention that was going to revolutionize smartphones forever will stop working this Sunday

Humane AI has announced the discontinuation of its wearable device, the Ai Pin, which will stop functioning on February 28, 2025, after being acquired by HP. Since its launch, the acceptance of the Ai Pin in the market has been very poor due to various criticisms regarding its difficulty of use and technical issues, including overheating and lack of connection with smartphones. Consumers who own the Ai Pin must sync and download their data before the deadline to avoid loss of information, as after February 28, 2025, the device […]

The AI invention that was going to revolutionize smartphones forever will stop working this Sunday

Humane AI has announced the discontinuation of its wearable device, the Ai Pin, which will stop functioning on February 28, 2025, after being acquired by HP.

Disney+
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Since its launch, the acceptance of the Ai Pin in the market has been very poor due to various criticisms regarding its difficulty of use and technical issues, including overheating and lack of connection with smartphones.

Consumers who own the Ai Pin must sync and download their data before the deadline to avoid data loss, as, after February 28, 2025, the device will lose access to Humane’s servers and all stored data will be deleted.

Welp, Humane Ai Pin is officially dead pic.twitter.com/dykHctCnCR

— Stephen Robles (@stephenrobles) February 18, 2025

Goodbye to a project that was set to change the world

“We strongly recommend syncing your Ai Pin via WiFi and downloading any saved images, videos, or notes before February 28, 2025,” the company stated in a statement.

The Ai Pin, which was described by CNET as a “Star Trek communicator powered by AI,” included features such as language translation, object recognition, and responses to AI queries.

However, despite its promising concept, the execution failed to meet user expectations. According to CNET’s lead writer, Scott Stein, the device was interesting but complicated to handle: “The lack of connection to any phone made it feel absurd,” he stated.

Through its camera, the Ai Pin had the ability to identify locations and describe objects, although these attempts often resulted in confusion, as happened on one occasion when, while trying to identify a can of drink, the device returned information about a 2022 Apple TV Plus movie.

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With the halt of its sale and operation, AI enthusiasts will need to reflect on whether the concept of smart wearable devices was another failed attempt in the pursuit of technological innovation.

Author AgenciasPosted on March 1, 2025July 1, 2025Categories NewsTags inteligencia artificial, smartphones

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