Beyond AI

Witness the future

The real conductor

Despite its fast improving capabilities, artificial intelligence cannot rival the magnificent complexity of the human mind. It can provide answers, even mimic human creativity, but it lacks awareness. It doesn&rsquo;t know pain, joy, or the beauty of a sudden discovery

beyond-ai-the-unique-power-of-human-thought

Beyond AI: the unique power of human thought

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Guardando al futuro, una delle sfide pi� urgenti dell?intelligenza artificiale � quella di rendere il funzionamento delle macchine pi� sostenibile. 

Oltre l'AI

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Looking to the future, one of the most urgent challenges of artificial intelligence is making the operation of machines more sustainable

The new intelligences

We have discovered that even creative thinking can be &ldquo;externalized.&rdquo; But artificial intelligences imply a large and unpredictable increase in energy and water consumption

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algo-ergo-sum-intelligenza-artificiale-ia

Algo ergo sum

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Artificial intelligence—especially machine learning and deep learning— consumes significantly more energy than traditional software applications due to the complexity of the computing required to train models and process data.

The Future

Processing large amounts of data with machine learning algorithms has led to an increasing demand for computing power. High Performance Computing is a strategic resource with applications in countless sectors.

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super-computers

Super computers

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I super computer

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Artificial intelligence is transforming gaming: advanced AI algorithms enable more realistic interactions and more complex game worlds. Additionally, AI is powering game development by accelerating testing and optimization.

In recent years, the main cloud computing providers have invested in global networks of massive-scale systems that are potentially very competitive with current HPC systems. Pictured: Cloud Gate, the famous work by Anish Kapoor, Chicago.

The Three Challenges of the Dragon

China&rsquo;s race for supremacy in artificial intelligence is rooted in a quest for geopolitical, economic, computing and electric power. But to exploit AI&rsquo;s potential China will have to face major internal and external challenges

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the-chinese-way

The chinese way

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China has acquired an increasingly central role in training talent in the field of artificial intelligence

The picture

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 Already in 2019, Chinese researchers represented a significant part of the global community, making up a tenth of the most prestigious AI experts. In 2022, they reached 26%, coming close to the record of the United States

Microchips between security, market, and politics

The United States is investing enormous resources&mdash;both public and private&mdash; in artificial intelligence, seeing it as a key area in the battle with China for supremacy. Meanwhile, there is much debate in the country on the ethics of AI

usa-race-to-the-future

USA race to the future

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Silicon Valley is the global heart of technological innovation and one of the main centers for the development of artificial intelligence. Many of the world's largest technology companies, such as Google, Apple, Meta, OpenAI and NVIDIA, are based here. In the photo, the skyline of downtown San Francisco

Ultimi numeri

Beyond AI: the unique power of human thought

Algo ergo sum

Super computers

The chinese way

USA race to the future

Revolution

EU the normative power

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Energy in & out