The United Nations Warns Against an Artificial Intelligence That Is Too Western and Too Unequal

The United Nations Warns Against an Artificial Intelligence That Is Too Western and Too Unequal

Artificial intelligence is no longer simply a technological innovation; it has become a strategic factor capable of reshaping economic development, political influence, scientific progress, and even cultural representation across the world. As AI systems become increasingly integrated into everyday life, the question is no longer only who develops the most advanced models, but also whose values, languages, and perspectives those systems ultimately reflect. It is within this broader context that the United Nations' Independent International Scientific Panel on Artificial Intelligence released its first comprehensive report, warning that the current trajectory of AI development risks reinforcing existing global inequalities rather than…
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Are Large Language Models Conscious? Why Geoffrey Hinton Thinks So and Why the Debate Is Far from Settled

Are Large Language Models Conscious? Why Geoffrey Hinton Thinks So and Why the Debate Is Far from Settled

In a recent interview, Geoffrey Hinton, recipient of the 2024 Nobel Prize in Physics for his pioneering contributions to artificial neural networks and machine learning, explained why he believes that advanced large language models such as ChatGPT-4 may already possess a form of consciousness. Coming from one of the founding figures of modern deep learning, this statement has attracted considerable attention throughout both the scientific community and the wider public. Although I have enormous admiration and respect for Hinton's scientific achievements, I believe that his conclusion deserves careful examination. In my view, today's language models demonstrate extraordinarily convincing simulations of…
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The Rise of AI-Augmented Governance: Transforming Public Institutions

The Rise of AI-Augmented Governance: Transforming Public Institutions

There are certain moments in history when new technologies emerge that do not simply improve existing processes, but gradually change the way institutions function, how professionals perform their work, and how societies organize themselves. The printing press transformed the dissemination of knowledge. The industrial revolution reshaped economies and governments alike. The arrival of computers altered the nature of administration, communication, and information management. The internet connected individuals, organizations, and institutions on a scale previously unimaginable. Today, artificial intelligence appears to be joining this small group of transformative technologies whose impact extends far beyond the technical sphere and begins to influence…
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Scenario 2040: How Artificial Intelligence Could Redefine Urban Life

Scenario 2040: How Artificial Intelligence Could Redefine Urban Life

  Imagine waking up in a city where everything, from your home to the street outside, adapts dynamically to your needs. The building automatically adjusts its temperature based on your sleep cycle and predicted weather patterns. As you step out, traffic lights sense your route and synchronize to reduce waiting time. Public transport vehicles reposition themselves where demand will rise, calculated hours in advance by AI-driven mobility networks. The entire urban system operates like a living organism, responding seamlessly to the rhythm of human life. By 2040, artificial intelligence will be embedded in every layer of the urban fabric. Energy…
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Digital Inclusion: Avoiding New Urban Divides in the Age of AI

Digital Inclusion: Avoiding New Urban Divides in the Age of AI

Digital inclusion means more than providing internet access. It involves ensuring that every citizen, regardless of age, income, or background, can participate meaningfully in the digital ecosystem. This includes access to affordable devices, skills to use them safely and effectively, and the ability to understand how technology shapes everyday life. As AI systems become embedded in public services, from healthcare to education and transportation, exclusion from the digital world can translate into exclusion from the city itself. The digital divide manifests in multiple layers. There’s the connectivity gap, affecting those who live in areas without reliable broadband or 5G coverage.…
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AI, IoT, and Blockchain: The Convergence Shaping Urban Governance

AI, IoT, and Blockchain: The Convergence Shaping Urban Governance

  The Internet of Things provides the senses of the city. Millions of connected sensors gather continuous data on air quality, mobility, energy use, and infrastructure performance. This vast network creates a digital mirror of urban life, a living system that perceives every fluctuation in the urban environment. But perception without understanding is not intelligence. That’s where artificial intelligence comes in: it provides the mind that interprets, predicts, and acts upon the data generated by the IoT ecosystem. AI algorithms process these massive information flows, finding patterns that reveal inefficiencies or emerging problems. A spike in energy consumption, an unusual…
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Citizen Data and Privacy in the AI City: Building Trust through Transparency

Citizen Data and Privacy in the AI City: Building Trust through Transparency

Data is the currency of the smart city. Every sensor, mobile device, and connected service generates information that helps urban systems become more efficient, sustainable, and responsive. Traffic lights adjust dynamically, waste collection is optimized, energy grids self-balance , all thanks to the constant flow of data. Yet behind this technological progress lies a growing concern: how much of this data comes from citizens, and how is it being used? As artificial intelligence becomes the invisible infrastructure of urban life, the challenge for cities is to balance innovation with privacy , to build intelligence without sacrificing trust. In the AI-driven…
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