Interviews

Boldyn Networks’ CEO for Spain and Italy advocates shared infrastructure and private 5G networks as the essential foundation for accelerating the digital transformation of cities and turning innovation into tangible services for citizens.

With more than thirty years of experience leading telecommunications network deployments across Europe and Latin America, Antonio Ruggiero is spearheading Boldyn Networks’ expansion in Spain and Italy. Having driven internationally renowned projects such as Rome 5G, he argues that the future of smart cities will not depend on installing more sensors, but on building shared, resilient digital infrastructure ready to support artificial intelligence, digital twins and connected mobility.

TSCJ.- Boldyn has announced a highly ambitious commitment to Spain. What is your view of the Spanish smart city market over the next five years, and what role does Boldyn intend to play in the major urban projects being developed with European funding?

AR.- Spain is one of the European markets with the greatest potential for smart city development over the next five years. The country is at a genuine turning point in its digital transformation. One clear example is the enormous interest generated by the RedCyTI call for proposals aimed at promoting smart cities and territories, whose initial budget was doubled due to the high number of projects submitted. Spanish cities have understood that digitalisation is  a strategic priority for improving public services, attracting investment and addressing challenges such as mobility, sustainability and urban resilience through public-private collaboration.

At Boldyn, we want to play a leading role as a long-term technology partner for public administrations, providing advanced digital infrastructure that drives digital transformation and facilitates the implementation of projects supported by European funds (NextGenerationEU). We currently develop advanced urban networks in cities such as London, New York, San Francisco, Sunderland in the UK, and Rome.

In fact, one of our most ambitious projects is Rome 5G, which demonstrates how one of the continent’s most visited and historic cities can become one of Europe’s best-connected and most sustainable smart cities. To achieve this, a shared 5G infrastructure has been deployed across its public transport network, helping improve mobility management, optimise urban services and respond more effectively to challenges such as mass tourism. Rome has already been recognised for its innovation and urban transformation, winning the 2025 Smart City Award at the World Smart City Awards held during the Smart City Expo World Congress (SCEWC).

In all these cities, we deploy digital “highways” that connect the urban fabric with innovation. Our goal is to enable efficient, real-time, data-driven urban management, ensuring that digitalisation delivers direct, sustainable and measurable benefits for citizens.

TSCJ.- For years, many cities have invested in digital platforms and sensors, yet the major challenge remains having robust and secure connectivity. To what extent does Boldyn believe that private 5G networks and shared infrastructure will be the true catalyst for the next generation of smart cities?

AR.- From my perspective as head of Boldyn Networks in Spain and Italy, the answer is unequivocal: private 5G networks and shared infrastructure are not merely a catalyst; they are the only real foundation for the next generation of smart cities. For years, many cities have fallen into the trap of massive sensor deployment, installing isolated platforms and devices while overlooking the fact that if the arteries carrying that information fail or become congested, the entire digital ecosystem collapses. The real challenge is no longer capturing data, but guaranteeing robust, secure and high-capacity real-time connectivity.

Our global experience with flagship projects such as #Rome5G demonstrates that the traditional deployment model—in which each operator duplicates infrastructure—is economically unviable and unsustainable from an urban planning perspective. Through the Neutral Host model championed by Boldyn, we deploy a single, shared, high-capacity network serving multiple operators and municipal services. At the same time, private 5G networks provide the ultra-low latency and critical security, supported by advanced encryption, required by essential public services, ensuring that the network never becomes congested. It is this invisible yet resilient infrastructure that will truly transform urban management, just as we are already bringing this approach to Spain’s industrial and port sectors.

TSCJ.- More and more local authorities are looking to reduce costs without sacrificing innovation. Boldyn’s Neutral Host model enables infrastructure to be shared among different operators. What economic and operational advantages does this approach offer compared with traditional deployment models?

AR.- The Neutral Host model is based on a very simple idea: it makes no sense for every operator to build its own infrastructure when they can all rely on the same network. For a local authority, the traditional model can mean streets being repeatedly dug up for construction work, visual saturation from antennas on historic façades and excessive costs that ultimately hinder innovation. Boldyn’s approach breaks with this inefficiency: we make the investment, deploy a single shared high-capacity network and enable all operators and public services to connect to it.

From both an operational and economic standpoint, the advantages are transformative for local government. For a city, it means fewer construction works, less occupation of urban space and infrastructure that is ready to adapt to new requirements without having to start from scratch every time a new technology or service emerges, while also reducing expenditure.

At Boldyn, we collaborate with our operators and with public administrations to develop and manage a common digital infrastructure on which different stakeholders can deliver their services. It is a model that already works for other essential infrastructure and makes perfect sense, as it transforms urban connectivity into a public service that is as efficient and seamless as water or street-lighting networks.

We believe this approach enables cities to focus on developing new services for citizens while relying on a solid, open and future-ready technological foundation, which is what really matters.

TSCJ.- Artificial intelligence, digital twins, connected mobility and energy management all require real-time data and ultra-reliable communications. What types of cities are genuinely prepared today to take advantage of these technologies, and what are the main barriers still facing public administrations?

AR.- Rather than talking about large or small cities, I would talk about cities with a clear digital transformation strategy. Those that are best prepared are the ones that have understood that technology is not an end in itself, but a tool for improving public services and citizens’ quality of life.

Leading examples such as Málaga, recognised in the IESE Cities in Motion 2026 report, demonstrate that urban innovation is not the exclusive preserve of major global capitals. These cities have a long-term vision, and the key factor is not their size but their structural maturity.

Public administrations face several challenges. On the one hand, they need to optimise public investment and prioritise projects that deliver real impact. On the other, they face the complexity of coordinating the different stakeholders involved and ensuring that solutions deployed today remain useful ten or fifteen years from now. This is why we believe collaboration between public administrations and specialised companies will become increasingly important.

Cities that are truly prepared to become smart cities are those capable of segmenting their networks in real time to prioritise a connected ambulance or process massive traffic flows without causing the slightest impact on citizens’ commercial networks.

To address these challenges, Boldyn is firmly committed to the public-private partnership model. If the private sector assumes the technological and financial risks of deployment through a Neutral Host model, cities can overcome these barriers at once, ensuring military-grade security for their communications while freeing up public resources to focus exclusively on innovation and improving citizens’ lives.

TSCJ.- If we were to interview Boldyn again five years from now, what milestones would you like to be able to point to as evidence that the company has transformed the way Spanish cities manage their connectivity and smart services?

AR.- We would like to be able to say that we have established our model as the undisputed standard for managing urban telecommunications. Our ambition is to bring to Spain a model that has already demonstrated its success in cities such as London, New York, San Francisco, Sunderland and Rome, adapting it to the needs of each territory. We believe the best solutions do not involve starting from scratch, but rather drawing on accumulated experience and applying approaches that have already proven their ability to create value.

If, five years from now, we can say that we have helped accelerate urban digitalisation projects, facilitated shared infrastructure models and enabled more cities to deploy new services more quickly, efficiently and sustainably, we will consider that we have achieved our goal.

Ultimately, Boldyn’s greatest success will not be measured by the number of networks deployed, but by having become a trusted partner for public administrations and the wider ecosystem, helping to build the digital infrastructure that will enable the next generation of smart cities.

TSCJ.- Many smart city projects remain pilots that never manage to scale. What needs to change in the collaboration between public administrations, technology operators and companies for cities to finally move from demonstration projects to large-scale urban transformation?

AR.- Our role is precisely to facilitate that transition by providing the digital infrastructure and collaboration models that have already proven effective in other cities. Our goal is to help public administrations move from isolated projects towards a sustained, long-term urban transformation strategy based on robust, shared and future-ready connectivity.

Public administrations need to move away from the traditional technology procurement model based on one-off subsidies or capital expenditure, which finances an initial deployment but leaves the project without sufficient resources for maintenance and evolution. The real leap in scale will come when long-term public-private partnership models become widespread. In this scenario, companies such as Boldyn assume the initial investment, technological risk and infrastructure lifecycle, allowing cities to pay for the service predictably as an operating expense while ensuring that the technology never becomes obsolete.

The second major change involves ecosystem governance and network interoperability. Until now, technology operators and companies have tended to work in silos: one pilot for street lighting, another independent project for water management and another for mobility, each with its own fragmented connectivity. For a project to scale, we need to understand that connectivity is not a product that is simply purchased and installed. It is a common, neutral and shared infrastructure that acts as the city’s nervous system.

Our experience in Sunderland demonstrates that cities achieve better results when they stop focusing on technology itself and instead focus on the problems they want to solve. Connectivity, data and collaboration between public administrations, companies and other local stakeholders then become enablers of continuous urban transformation, focused on tangible outcomes such as more efficient mobility, better environmental management, greater climate resilience, more preventive public healthcare and, ultimately, a better quality of life for citizens both today and in the future.

Interview by
Manuel Tarín Alonso

With AI making it easier for businesses to tailor prices to individual customers, Maryland recently became the first state to prohibit the use of personal data in setting prices. We asked Yale SOM economist Jidong Zhou whether such restrictions are likely to work as intended—and whether they will benefit consumers.

Setting prices differently for different customers has been a practice for a long time. Are AI tools making personalized pricing more common or more effective?

Yes. Firms have often tried to charge different customers different prices, but AI makes this practice easier, cheaper, and more precise. In the past, price discrimination often relied on fairly broad categories: business versus leisure travelers, coupon users versus non-coupon users, students versus non-students. Today, firms have access to much richer information. A consumer’s browsing behavior, purchase histories, app usage, location data, social media activity, and even items left in online shopping carts can all leave useful digital traces. AI tools make it much easier to analyze this kind of scattered data and generate predictions on consumer preferences. In economic terms, this moves firms closer to “first-degree price discrimination,” in which each consumer could be charged a different price based on their preferences. We are not fully there, of course, but the direction is clear: pricing is becoming more data-driven and more individualized.

AI also makes it much cheaper to carry out personalized pricing at scale. Airlines, hotels, and ride-hailing platforms already adjust prices as demand changes, and algorithmic pricing makes these adjustments faster and more individualized. Similarly, online retailers and subscription services can test different discounts, send coupons to shoppers who seem likely to leave without buying, or offer special retention deals to customers who appear likely to cancel. Digital platforms can change targeted prices or offers almost instantly, so the practical cost of using personalized pricing has fallen dramatically.

The push to regulate personalized pricing reflects some discomfort with the practice. What does your research say about how this kind of pricing affects consumers overall?

A common concern is that personalized pricing, compared with uniform pricing, allows firms to extract more surplus from consumers. This concern goes back at least to Pigou’s classic analysis more than a century ago: in the textbook monopoly case, if a firm knows exactly how much each consumer is willing to pay, it can charge each person that amount and leave consumers with no surplus. This is the standard reason people worry about personalized pricing.

But that conclusion depends on two strong assumptions: that pricing is perfectly personalized and that the firm has monopoly power. Once we relax either assumption, the effect on consumers becomes more complicated. For example, in a competitive market, personalized pricing can actually help some consumers. In particular, consumers who view competing products as close substitutes may benefit because firms have strong incentives to undercut each other to win their business. By contrast, consumers with strong brand preferences, or those who do not shop around, may be worse off, because firms know they are less likely to switch and may charge them more.

My own research emphasizes that the overall effect of personalized pricing is therefore nuanced. It depends on market conditions, including production costs, the degree of competition, and of course also the distribution of consumer preferences in the population. In general, personalized pricing is more likely to benefit consumers in aggregate when costs are lower, when there are more competitors, or when more consumers have weak preferences across competing products.

Can a ban like the one proposed in Maryland be effective? Is there a better approach?

A ban like Maryland’s may address some consumer concerns, but it is unlikely to fully stop personalized pricing, even if we assume that personalized pricing is bad for consumers—which, as discussed above, is not always true. One potential loophole is that firms could raise their posted sticker prices and then offer individualized discounts to selected consumers through emails, apps, or loyalty programs. Economically, this achieves the exact same result as personalized pricing, but legally, it remains entirely permissible under the bill’s exceptions for promotions, loyalty programs, retention offers, or consent-based discounts. As a result, the ban may simply push firms to reframe personalized high prices as personalized discounts without changing the underlying practice.

Regulating personalized pricing is difficult in practice. To evaluate whether such a regulation is working, policymakers may want to monitor how affected firms adjust their posted prices after the law takes effect. If regular prices rise while individualized discounts become more common, the law may have changed the form of personalized pricing rather than its substance. More generally, policymakers may want to regulate the conditions under which personalized pricing is used, rather than trying to ban it outright. For example, they could require firms to disclose when personal data affect prices or discounts, and to keep records that regulators can audit. Of course, these measures also have practical limits: disclosures may be too vague to be useful, and audits of complex pricing algorithms may require substantial technical expertise. Still, this approach may be more workable than a simple ban, because it could curtail predatory “price gouging” while still preserving legitimate, targeted discounts that can benefit consumers in competitive markets.

Dr Lennie Derde, newly appointed CEO of the Ecraid medical research network, explains how European collaboration and EU support are strengthening clinical research readiness

By Horizon Magazine StaffBeing prepared for emerging infectious diseases is not only about responding to emergencies. It also means having the right research systems in place every day, so that new knowledge can be generated quickly and shared across borders when needed.

This is the ambition behind the European Clinical Research Alliance on Infectious Diseases (Ecraid), a pan-European, not-for-profit research network whose goal is to improve how Europe studies and responds to infectious diseases, including antimicrobial resistance and other emerging health threats.

Derde, an intensive care physician and infectious disease researcher with first-hand experience of pandemic-scale research, became Ecraid’s new CEO in January 2026. She previously led the European region of the global REMAP-CAP trial, one of the landmark studies that rapidly identified effective treatments for COVID-19 patients.

In this interview, Derde explains why “everyday preparedness” matters, how EU investment made Ecraid possible, and why multinational collaboration is essential when facing threats that know no borders.

Why does Europe need a permanent clinical research network for infectious diseases?

If the past two decades have taught us anything, it is that we needed to change how research is conducted during pandemics. From the 2009 swine flu (H1N1) pandemic to COVID-19, we have seen how quickly infectious diseases can spread – and how unprepared research systems can be.

During the swine flu pandemic, hardly any patients were recruited into clinical trials, and none of those trials delivered results while the pandemic was still ongoing. By contrast, during COVID-19, new trial designs allowed us to generate evidence much faster. But even then, we saw that research could only move quickly where systems were already in place.

That is why a permanent, Europe-wide clinical research network is so important. In a pandemic, you cannot start building a network from scratch. You need hospitals that are already engaged, trained and resourced, and that can start research immediately. Ecraid has spent years building exactly that kind of infrastructure.

We often describe this as a “warm-base” research network. In simple terms, that means research sites are not sitting idle until a crisis hits. They are continuously involved in studies, collecting data, running trials and maintaining expertise, so that when an emergency arises, everything is already up and running.

Ecraid began with antimicrobial resistance and later expanded to pandemic preparedness. How are these challenges linked?

Ecraid is committed to reducing the harm caused by infectious diseases, both for individuals and for society as a whole. In Europe today, two challenges stand out in particular: new infectious diseases that can spread quickly and the growing problem of antimicrobial resistance

New diseases, including those with the potential to cause a pandemic, are appearing more often as our climate changes, global travel increases and humans and animals live ever closer together.

At the same time, many bacteria are becoming resistant to existing antibiotics – a problem often called the “silent pandemic” because it develops gradually, but affects anyone who needs treatment for an infection.

With its Europe-wide network of researchers, hospitals and partners, Ecraid has the scientific expertise and the operational capacity needed to tackle these threats in a coordinated way. Importantly, we do this in close collaboration with partners across Europe and beyond, because these problems are global by nature.

How did EU funding help turn Ecraid into a Europe-wide research network?

European funding played a crucial role in turning Ecraid from an idea into a functioning Europe-wide research network. The EU has been remarkably forward-looking in this respect.

The idea for Ecraid emerged during two earlier EU-funded initiatives: COMBACTE (jointly funded by industry), which focused on antimicrobial resistance, and PREPARE, which addressed emerging infectious diseases. Both projects were designed with sustainability in mind, aiming to build something that would last beyond their funding periods.

That vision was carried forward through ECRAID-Plan, a Horizon 2020 project that laid the foundations for establishing Ecraid as a permanent organisation. Then, in 2021, the EU invested €30 million in ECRAID-Base, which allowed us to build our warm-base network, launch large observational studies and continue our platform trials.

Thanks to this support, Ecraid has become a self-sustaining, not-for-profit organisation, funded through a mix of public and industry partnerships. This kind of long-term investment is rare, and it shows how EU funding can create lasting value for public health.

Ecraid uses continuous studies alongside large adaptive trials. How does this help research move faster?

Adaptive platform trials are designed to make clinical research faster and more flexible. Instead of testing just one treatment at a time, they allow several possible therapies to be studied within a single trial, so each participant helps answer more than one research question.

Crucially, new treatments can be added as the trial goes on – a bit like adding a new carriage to a train that is already moving. This means promising options can be tested straight away, rather than waiting months or years for a new study to start.

These trials also use modern statistical approaches that offer greater flexibility in situations with many uncertainties, like a pandemic. Together, this allows us to generate reliable results much faster than traditional methods.

You led the European arm of the REMAP-CAP trial during COVID-19. What did that experience teach you?

The success of REMAP-CAP showed just how powerful international collaboration can be. During the pandemic, researchers around the world shared data, ideas and workloads, allowing results to be generated much faster than would have been possible by working in isolation.

That experience underlines why it is so important that Ecraid stay closely connected with research networks and experts beyond Europe. Infectious diseases and antimicrobial resistance do not stop at national borders, and effective research depends on cooperation across countries

Working together is the only way to produce strong, reliable evidence that can quickly improve patient care.

What does “everyday preparedness” look like in practice?

Being research-ready means combining innovative, leading-edge science with the practical ability to act quickly. It’s not enough to have good ideas – you also need systems that are ready to work in real hospitals, with real patients.

At Ecraid, our network is very data-driven. This allows us to understand what each hospital and research site does best. We track how diseases are affecting people through ongoing prospective observational studies, and we combine that with large clinical trials that can quickly shift focus if a new health threat emerges.

We also make sure data can move easily between different parts of the health system – from GP clinics and emergency departments to hospital wards and intensive care units. By designing studies so data can be shared and reused from the start, we can work faster with partners and turn research into better care for patients more quickly.

Looking ahead, how do you see Ecraid evolving over the next decade?

The world of health research is evolving, shaped not only by science, but also by wider political and global changes. Ecraid is designed to be flexible, so that it can adapt to those changes.

Through its role in major European initiatives such as the European Partnership for Pandemic Preparedness and its BE READY NOW initiative, the organisation is helping to build a true interconnected “network of networks” that keeps research capacity active and ready across Europe.

At the same time, familiar challenges have not gone away. Drug-resistant infections, diseases that spread from animals to humans, and other infectious threats continue to affect people’s health.

Ecraid aims to tackle these ongoing risks by working across borders and disciplines, using innovative research approaches to support better prevention, treatment and preparedness for the future.

The views of the interviewee don’t necessarily reflect those of the European Commission.

Photo: Dr Lennie Derde took up her position as the new CEO of Ecraid in January 2026.

This article was originally published in Horizon the EU Research and Innovation Magazine.

Alex Saum-Pascual proposes that new artistic representations could help bridge the gap between knowing a technology is harmful and actually changing our behavior

It’s easy to forget that the cloud isn’t an amorphous ball of fluff, says UC Berkeley Professor Alex Saum-Pascual — that it is, in fact, physical internet infrastructure that takes many forms in many places across the world.

In her forthcoming book, Earthy Algorithms: A Materialist Reading of Digital Literature, Saum-Pascual argues that digital tools like generative AI mask the messy reality of the internet — the massive energy, hardware and human labor it requires — to trick us into thinking we are separate from nature.

This vast footprint stretches across every corner of the globe. Hundreds of fiber-optic cables, buried underground and crisscrossing seabed floors, connect to millions of servers housed in nondescript data centers located from California and Florida to Ireland and Indonesia. With them comes significant environmental and social costs, from surging carbon emissions and local water scarcity to habitat fragmentation and community displacement.

“I’ve always been interested in that exercise around visibility, because there’s something so perverse in digital technology,” says Saum-Pascual, an associate professor of contemporary Spanish literature and culture and of new media. “Isn’t it surprising that the biggest thing that humans have made — the internet — is the most hidden?”

In this UC Berkeley News interview, Saum-Pascual discusses how she aims to pull the reality of the internet to the surface, and why we should treat AI like a “pharmakon — a kind of drug where a little bit can cure you and too much can kill you.” 

UC Berkeley News: It’s easy for many of us to overlook the massive amount of energy the internet requires to continuously function. When we do a Zoom interview or stream a movie, it’s using significant resources. Why do you think it’s important to address the materiality of the internet?

Alex Saum-Pascual: It’s so true that we forget or don’t know everything that goes into making the internet and wireless technologies work. For this interview, I think I’m talking to you, right? And I am, but I’m also talking into this mic and then all these screens made by all these companies. I also don’t know where the recording platform is storing this data. We don’t know. There’s a lot of opacity in that. 

And it does matter because different companies and their data centers are located in different parts of the world that have different policies, that have different approaches to sustainability, to labor — and all these things seem to be fading into the background. We either don’t know or don’t want to know. 

In digital tech, we have this object that is virtual — and we use this word “virtual,” which points to immateriality, even ephemerality. And the software part of it is soft — it’s like a cloud. It sounds harmless. 

But then we have the massive hardware or infrastructure systems that require space and resources and changes around local policy, and they move people from one place to another, they use their energy resources, they produce emissions. And it seems that the proliferation of these technologies requires their invisibilization, of this massive land infrastructure, for us to keep engaging with them.

How is the recent explosion of artificial intelligence and its ever-growing data needs contributing to this eating up of natural and human resources?   

The environmental impact of digital tech has always been there. It’s always been bad. And people don’t usually think about it. I do think that it’s become a little bit more mainstream in the past couple of years, perhaps, I guess, thanks to the big resource push from AI generation. 

Artificial intelligence requires a huge amount of energy to be running and developed in the way that we are right now. And it will require an even bigger push in the future, because as models become more sophisticated, they will be deployed in more and more areas of our life. So it’s that sort of perverse and weird Jevons Paradox, which talks about how as something becomes more efficient, the demand for it increases and with that demand increase comes a demand for more resources, so in the end they cancel each other out. 

In a way, though, this growing awareness around Gen AI is sort of hiding the environmental impact of other technologies that we use all the time. 

Like what? 

Streaming requires massive data centers to be on all the time just for you to engage in whatever show that you’re watching, and that’s very polluting. Or the thousands of unread emails that you have in your inbox, they’re stored somewhere. Maybe just delete them. Or the push for people to have bigger and bigger televisions in their house that require 4K. That requires more data, more consumption. 

We never think about those things because they’re so commonplace. When something becomes automatic, it becomes invisible — we stop noticing it. It becomes such a common feature in our lives that we just don’t pay attention to it.

How might the arts and humanities help us see the impact of these digital technologies when they’re already so woven into our everyday lives? 

In his 1917 essay “Art as Device,” the Russian Formalist critic Viktor Shklovsky proposed that the purpose of art is defamiliarization, that estrangement of the everyday could allow it to be seen anew. It gives a sort of ethical and even an activist component to the roles of literature and the arts — that by making things strange, they can be noticeable again.

But I’m finding that argument less and less convincing, because we know. We know a lot of the things we’re doing, we know they’re bad. I mean, I just told you streaming was terrible, but I’m probably going to go watch a show tonight. There’s this kind of terrible possibility that understanding something doesn’t lead to a change in behavior. That’s a problem for me. 

What do you think would break people out of knowing something is harmful and doing it anyway to changing their behavior, even a little bit? 

Maybe we need to look at different ways of knowing something, even if they’re not intellectually understood or they’re not captured by the current representational modes that we have. That’s a question that I am exploring, both in my own creative practice and with my students at Berkeley. 

How so? 

I recently published a digital poem, “Resistance to” — it was commissioned by the Los Angeles Review, and they asked me to reflect on the concept of joy or resistance through joy. 

I tried to step away from using automatic generation because since everybody is writing with bots now, I think the challenge is not to make the bot sound more human, but for humans to sound less like bots. And I wanted to bring on a digital object that presented very clearly my intervention, my body, my presence.

The poem starts on the website, and you can read the first part of it, but that requires a download to your own personal computer to show this journey of information between the website and your own computer to highlight that infrastructure. And I map the distance between my computer at home and the server where this website is located, and I map a possible journey. And that made me reflect not just on the materiality of the object, but on my own journey as an immigrant body in the United States. 

So anybody experiencing this work has to do some work. They have to click and then load and then zip and open, and then it opens a website that is interactive. You have to navigate through the different screens and find the hyperlinks or the hidden hyperlinks. As they do that, they see that the work itself is moving — it’s being copied, it’s occupying space, it’s using resources. 

And I started learning to teach my students how to look at a work and say, “How was that made? Let’s see if we could make it,” and engage in that more hands-on practice around digital work and the literary.

You teach a course where your students create works of electronic literature — pieces that rely on digital technologies to exist. What sorts of pieces do they create and what do you hope they gain from doing this?

In the class, we look at different modes of electronic literature. They might experiment with geolocated narratives that shift based on a reader’s physical location or with creating algorithmic poetry generated by code in real-time. I also invite students to create bots. In the end, the point is for students to realize that it’s not really the technical skill that is going to make them successful in this class, but the critical use of those technologies with the right poetic or narrative intent. 

How do you think about teaching your other literature and cultural studies classes that don’t directly interface with digital technologies? Do you have an AI policy in these classes? 

It’s difficult because I’ve become sort of the AI person and yet I’m always in my classes being like, “Don’t use it, don’t use it.” 

But it’s not exactly that. I would say, like everything, use it understanding that you are participating with something that has this history, that has these origins, that is creating and having this impact in the world. Just like when I decide to eat a burger: I know it’s unsustainable, so then maybe I try to eat less meat, let’s say. 

The thing I think is important is to be very intentional in our uses around Gen AI and, in particular, the more commercial products that we use. Like Berkeley partners with Google, and so we use Gemini. And whenever I open the platform, I’m invited to use some kind of image generation, and I’m like, “No, I don’t need this.” But there might be a case where you really could benefit from this use. So use it lightly. 

I like the idea of digital technology being sort of like a pharmakon: a kind of drug where a little bit can cure you and too much can kill you. 

Text:Brandon Sánchez Mejia/UC Berkeley

Alex Saum-Pascual is an associate professor of contemporary Spanish literature and of new media at UC Berkeley.

Professor Morehshin Allahyari exposes the cultural biases baked into tech tools, while pushing for more thoughtful, equitable uses of AI

With image-making tools like DALL-E and Midjourney, artificial intelligence is disrupting the art world, but artists like Morehshin Allahyari are also disrupting AI.

Allahyari, an assistant professor of art and art history in the School of Humanities and Sciences, specializes in using technology to create art while critiquing that technology in the process. In her work as an artist and an educator, she strives to expose the underlying biases of the culture that produces the tech tools with the goal of transforming and improving their use.

We talked with Allahyari about her work with AI, what she has learned from using it – and what AI has learned from her.

This Q&A has been edited for clarity and length.

How have you used artificial intelligence in your artwork? What did that process reveal?

I did a project called Moon-faced that was informed by the history of gender, gender orientation, and the concept of beauty in Iran during the Qajar dynasty, which existed 350 years ago.

When you look at portraits from this time, you cannot really tell if the subject is a woman or a man. The notion of beauty was not what we have now. For instance, women who had mustaches or unibrows and men who had thinner waists and looked more feminine were considered more beautiful. That shifted toward the end of the 19th century, when Iran was going through Westernization, which basically ended this queer visual culture.

I wanted to train an AI machine to recreate those queer portraits, so I fed it different material and prompts. First, the machine didn't understand the whole Qajar dynasty, which was a very important era within Iranian history and the Middle East in general. It wouldn't create material from that time. That has changed now somewhat with the newer programs. But then, the other problem was the word queer. When I used that word, it would always create images with the rainbow – which obviously is not from that dynasty.

How did you work with AI to bring about the final images you used in Moon-faced?

It was a bit of collaboration with the machine. I had to find ways to outsmart this tool, to find shortcuts or other ways to get to what I wanted. It's always about understanding what kind of digital libraries these tools are pulling information from. I often talk in my classes about introducing your own materials, creating a type of “decentralized” library, one that is not from the dominant culture. This is one of the examples where I was trying to introduce other material to AI.

If you view the images in this work, you can see that they look restored; the image is not a crystal-clear image that you often get with AI now. I like this notion that things are not perfect. You also get to see how the machine is thinking through something, and that imperfection is part of that process.

You teach a class at Stanford on video and AI. What do you try to have students understand about using these technologies?

In my class, there are two sections. One is to study an AI tool, like Midjourney, to really understand how it's thinking. There's no technology that is neutral, and AI is the same. So all the injustices that happen in our world, like racism, sexism, xenophobia, etc., are reflected within these technologies. I ask my students to think about these biases and study how they appear in the AI image-making process.

Then after that, I ask them to introduce their own image library. Can they create their own decentralized library with some of these machines? They can upload their own archive of material images and see how that changes the end result. By introducing those, they see if they can interrupt some of that process that otherwise might end with an image that only reflects the dominant monoculture.

As an artist, I use these technologies and these tools, but I also teach my students critical thinking about technology. Instead of saying not to use something that they're going to end up using anyway, I teach them how to use it in a way that is beneficial, how to be smart about it, and then how to take advantage of it. It's like a dance.

How can artists inform the development of AI?

There is this divide between the tech people and the artists, writers, and thinkers who are critical of technology. There have been some attempts with things like artists-in-residence, but we’re not sitting in the meetings where the tools actually get created.

I did do a research project with a Google team to look at different topics in relationship to Islamic regions. And there was a lot of discussion around how we can make AI development and training more inclusive. But there’s another side to the inclusivity effort: While we want to add people of different ethnicities and colors into image libraries used by technology, that work can be used in face recognition training that is also given to the police for use in surveillance. It is complicated.

My hope as an educator is to get younger students, who might end up in these spaces one day, to really think about these issues. The idea of technology for technology's sake is already a failed idea. So then, how can we actually think about it from a different perspective?

Photo: Morehshin Allahyari | Fawn Hallenbeck

While Europe’s green agenda faces new pressures, sustainability leader Sandrine Dixson-Declève outlines why sustainable investment remains vital for economic strength, planetary health and future resilience

 As Europe faces growing security and trade challenges, the momentum behind sustainable policies, and especially green finance, has come under increasing pressure.

Sandrine Dixson-Declève, a leading voice in climate action and sustainable finance, will be a speaker at the conference on Research & Innovation for a Competitive Green Transition in Brussels, Belgium, on 23-24 June 2025, to shed light on why green investment must remain at the heart of Europe’s economic and environmental agenda.

Dixson-Declève is the executive chair of Earth4All and co-founder of the Systems Transformation Hub in Brussels. She was also the president of the Club of Rome from 2018 to November 2024, a non-profit group of academic, former government and business leaders addressing pressing global issues since 1968.

Earth4All is an international initiative launched by the Club of Rome that combines cutting-edge scientific modelling and new economic thinking to outline how we can achieve prosperity for all within planetary limits. The Systems Transformation Hub aims to help EU institutions embed systemic approaches into policymaking, investment and strategy.

The conference is taking place as a satellite event of the upcoming European Research and Innovation (R&I) Days in September, and will present concrete solutions for Europe’s green transition to improve quality of life and boost economic competitiveness, while facilitating the implementation of the European Green Deal.

In the following interview, Dixson-Declève discusses the need to prioritise sustainable investment, rethink circular economy strategies, and reconnect environmental protection with our wellbeing so we can secure the prosperity and stability of our planet for generations to come.

Read the interview to discover her insights on the need to champion green finance and build a circular economy that deals with the entire value chain.

The EU aims to mobilise around one trillion euros for sustainable investment by 2030. What do we need to do to make this ambition a reality?

First of all, we need to prioritise. We need to identify the most important big shifts that we want to see in the next 3, 5, 10 years. And this is the biggest problem – everyone has their pet idea. Where does Europe need to truly be the most sustainable in order to ensure that we adapt to future crises – whether it be pandemics or climate impacts?

I think it’s very important that we do a proper assessment. We need to think through where the priorities are and then properly communicate this to citizens. Then also put in place the right fiscal structures and economic structures to help us make this work. So, it’s the policy, working with finance and economics and the right communication tools, that will enable us to really move forward.

How can we persuade financial institutions and policymakers that it is really essential to prioritise investment in circular economy models?

I know the European Commission remains committed to advancing circularity – and I fully support that. But it’s important to remember that circularity doesn’t begin with recycling, it begins with rethinking consumption. And this is fundamental.

Too often, circularity is framed narrowly, as if it’s just about waste management or materials reuse. But the real transformation lies in reducing consumption at the source and embracing systemic changes that keep us within the planet’s safe operating boundaries.

If we’re serious about building a truly sustainable economy, we need to look upstream – to where materials come from, how they’re used, and how we can lower demand. Our access to natural resources is predicted to decrease, so taking a full life-cycle view of circularity isn’t just important – it’s essential.

As we celebrated World Environment Day this month, what is your key message to EU leaders and financial institutions about the importance and urgency of investing in a green future?

My key message is that we must stop separating people from the environment. Protecting nature is not some niche, off-the-cuff idea. It’s a necessity. We are nature, and nature is us. Our survival depends on a healthy planet and on our ability to withstand the shocks and stresses of climate change.

The greatest existential threat to humanity is our failure to take care of nature and the planet. And the second is our failure to address growing social tensions and inequality. The good news? We already have many solutions – policy tools, new technologies, new governance models and fiscal strategies.

This article was originally published in Horizon the EU Research and Innovation Magazine.

 

Jayesh Maganlal, CIDO at Roshn Group, discusses innovative technologies, transformative projects, and the role of Vision 2030 in redefining urban living

At Smart Voices at SCEWC24, we spoke with Jayesh Maganlal, Chief Information and Digital Officer (CIDO) at Roshn Group. Based in Riyadh, Roshn Group is a major player in Saudi Arabia’s Vision 2030 initiative, leading transformative urban development projects. With a focus on creating sustainable, innovative communities, Roshn is reshaping the future of urban living in key cities like Riyadh, Jeddah, and Dammam.

TSCJ.- Hello, Jayesh. Thank you for joining us. Can you tell us about your role at Roshn Group and the projects you’re currently working on?

JM.- Thank you for having me. Roshn Group is a multi-asset class developer working in key regions across Saudi Arabia, including Riyadh, Jeddah, and Dammam. Our mission is to deliver up to 400,000 homes as part of the Vision 2030 initiative, providing high-quality residential spaces that meet the growing demands of our communities. Beyond housing, we are also developing significant infrastructure projects, including two stadiums currently under construction and an 11-kilometer canal in Jeddah. This canal, which will be 100 meters wide, is set to become a landmark feature in the city, offering both aesthetic and functional benefits.

TSCJ.- That sounds incredible. What technologies are you using to achieve these ambitious goals?

JM.- Technology is a key enabler for all our projects. We leverage GIS platforms to track construction progress using spatial data, ensuring everything stays on schedule. Additionally, we use Building Information Modeling (BIM) technology to create digital twins for our projects. This connected, data-driven approach helps us monitor progress, manage resources efficiently, and deliver high-quality results on time. On the sales side, we’ve introduced a fully digital journey for potential homeowners. This platform allows buyers to explore available properties, understand the details of each project, and even complete their purchases online, making the entire process seamless and convenient.

TSCJ.- That’s impressive. How has your experience been at the Smart City Expo?

JM.- It’s been fantastic! We’re here to showcase Roshn’s achievements and gather insights from other participants. The Expo is a great platform for exploring innovative solutions and building partnerships. With our large-scale township and city projects, we are always looking for cutting-edge technologies that align with our vision. We’re also open to collaborating with solution providers who can bring value to our Giga projects. It’s been inspiring to see the wealth of innovation here, and I’m excited about the potential opportunities to integrate some of these ideas into our work.


Jayesh Maganlal, CIDO at Roshn Group, offered a fascinating look into how Saudi Arabia’s Vision 2030 is transforming urban living. From leveraging advanced technologies to building sustainable communities, Roshn is a driving force in the Kingdom’s ambitious development agenda. Stay tuned for more inspiring conversations on Smart Voices at SCEWC24!

By Esther Fuldauer, The Smart City Journal

Michael Dyke, CEO of New Murabba, on building the world's largest downtown with smart design, sustainability, and a 400-meter immersive wonder

At the Smart City Expo World Congress 2024, we had the pleasure of speaking with Michael Dyke, CEO of New Murabba, about the ambitious project that is set to reshape urban living in Riyadh. New Murabba will soon become the largest modern downtown in the world, encompassing 19 square kilometers of sustainable and accessible space that blends technology, nature, and community-centered design. At the heart of this development is The Mukaab, a groundbreaking structure that is expected to become the world's largest building by volume, with an innovative 400-meter cube design that houses an immersive urban experience unlike any other. We sat down with Michael Dyke to delve into how New Murabba is redefining urban spaces with a people-first approach and cutting-edge technology.

TSCJ: New Murabba is positioned as a human-first downtown, blending technology with nature and accessibility. How does this concept influence the design and development of urban spaces, and what are the most significant benefits you foresee for residents and visitors?

GD: Thank you for having me. Yes, we focus first and foremost on putting people at the heart of our new downtown. New Murabba will be the world's largest modern downtown, covering 19 square kilometers with a capacity of 400,000 residents and tens of millions of visitors each year. This human-centered approach influenced some major decisions early on. For instance, we've dedicated 25% of the area to green spaces, providing a place for residents to stay fit, connect with nature, and link back to Riyadh’s natural waterways. Another 25% of the space is reserved for mobility, including an 11-kilometer urban loop where people can walk, cycle, or jog without encountering vehicles, creating a safe, pedestrian-friendly environment. Altogether, 50% of the area is dedicated to livability, while the remaining space houses our modern downtown.

Our concept is to create a balance, like New York City's core downtown with twice the size of Central Park surrounding it. Residents and visitors will be able to live, work, and play within a vibrant, nature-infused environment, making New Murabba a standout urban destination.

TSCJ: That’s an incredibly high standard of living. The Mukaab is an iconic centerpiece of New Murabba, redefining Riyadh’s skyline. Can you tell us about the role of advanced technology and innovation in The Mukaab’s design and how it contributes to a sustainable and immersive urban experience?

GD: Absolutely. The Mukaab, which is central to New Murabba, will be the largest structure ever constructed, spanning 400 meters in every direction—essentially, it’s like enclosing 20 Empire State Buildings. Inside, we have an immersive dome 340 meters in diameter and 380 meters high, allowing visitors to enter and feel as if they’ve stepped into an entirely different world. This structure presents unique engineering challenges, from managing multi-perspective views and horizon fade to scaling objects at human and elevated perspectives.

Technologically, we’re collaborating with engineers worldwide to create the perfect blend of immersion and sustainability. The Mukaab will connect to Saudi Arabia’s electricity grid, allowing us to access low-carbon energy. Additionally, we’re implementing green infrastructure such as green roofs, green walls, rainwater harvesting, and cooling technologies to minimize environmental impact. Our goal is to provide a place where people can live, work, and play, all while benefiting from a fully integrated smart city ecosystem.

TSCJ: Sustainability and biodiversity are core values of New Murabba, with a significant portion of the space dedicated to open areas and habitat zones. How are you integrating smart city technology to manage these spaces effectively while enhancing the quality of life for the high-density population you expect?

GD: Smart city technology is advancing rapidly, and we know the tech available today will likely be different in six years when we open. To future-proof New Murabba, we’re creating dedicated corridors for infrastructure and data management, allowing us to adapt to new technological advancements easily. We’re also designing the space to accommodate data racks and other necessary equipment to maintain a secure and efficient smart city environment.

Our approach to smart city technology extends to apps and platforms that enhance visitor experiences—from online trip planning to real-time experiences onsite and memorable moments after they leave. We envision a fully integrated experience where visitors can immerse themselves in New Murabba’s technology-driven ecosystem and, after returning home, feel compelled to book a return visit. Our hope is that New Murabba will be a destination people are excited to return to, again and again.

TSCJ: It’s inspiring to see such a visionary project coming to life. Thank you for sharing your insights, Michael. We look forward to seeing New Murabba’s impact on urban living and technology in the years to come.

With NVIDIA's AI innovations, from 'little helpers' in city management to real-time disaster response, urban life and resilience are set for transformation

At the Urban Metaverse and Smart Cities event organized by BizzTech in Tenerife thought leaders gathered to explore how advanced technologies are reshaping urban environments. Among the standout voices was Charbel Aoun, who leads Smart Cities and Spaces for EMEA at NVIDIA and is a thought leader in the Smart City and AI space. Aoun's insights highlighted how AI and accelerated computing are driving the future of smart cities, focusing on operational efficiency, real-time decision-making, and infrastructure optimization. In this interview, he explores AI’s evolving role in urban management, NVIDIA’s innovations, and how these advances will transform city planning and resilience.

TSCJ: How do you see AI’s role evolving in the next decade in transforming urban environments, and what key challenges must be addressed for AI to reach its full potential in cities?

CA: AI’s potential in cities is clear—it’s about delivering operational efficiency and enhancing safety. We're already seeing evidence of this today, and as we move forward, I believe we'll see more AI-driven tools—what we like to call "little helpers"—that assist with specific tasks across various domains. These AI agents will allow city officials to focus on higher-level decision-making while AI handles routine, repetitive work. The key challenge will be productizing these solutions to make them accessible and adaptable for different city needs.

TSCJ: You’ve mentioned AI democratizing decision-making in city planning. How does AI support city officials in real-time decision-making, and how can it further involve citizens beyond simulations?

CA: We’re on a mission to democratize AI, making it more accessible and user-friendly. AI can help cities make decisions in real-time by processing vast amounts of data—from IoT sensors to social media and video footage. Picture a control room where decision-makers need to respond to an accident or a public event. AI can quickly process the data, present clear facts, and enable faster, more informed decisions. It's about turning data into action, and AI is the key to making that happen. In terms of involving citizens, AI’s role in offering real-time feedback and data to city officials could expand, creating a two-way channel for citizens to participate in shaping their cities.

TSCJ: Speaking of decision-making, how can AI optimize existing city infrastructure without the need for costly overhauls? Can you give us practical examples?

CA: AI can dynamically address issues like traffic flow, waste management, and even visual pollution. For example, instead of sticking to a scheduled cleaning route, AI can detect a full trash bin or graffiti and prompt immediate action. It allows cities to respond in real time rather than waiting for planned maintenance. This not only saves time but also reduces the need for costly infrastructure upgrades. It's about using technology to identify and solve problems on the spot, with minimal disruption to everyday operations.

TSCJ: In addition to optimizing infrastructure, can you share specific real-world cases where AI has improved city operations?

CA: Absolutely. One of the most common examples is traffic management. Cities can now use AI to understand what’s happening on the streets and allocate resources accordingly. We also see AI being used in public space management—helping city planners allocate space between cars, bikes, and pedestrians based on real data. Another area is healthcare, where digital assistants monitor routine health tasks for elderly citizens, allowing healthcare workers to focus on critical cases. These are just a few examples of how AI is already delivering efficiency in various sectors.

TSCJ: Let’s talk about NVIDIA’s role. How is NVIDIA pushing the frontier of AI applications for urban management, and what’s next in terms of innovation?

CA: At NVIDIA, we are constantly innovating. Right now, our focus is on AI microservices– NVIDIA AI Blueprints—small, packaged AI recipes that cities and system integrators can adopt and tailor for specific tasks. These microservices can be combined and customized to meet the needs of any urban environment. Our role is to solve the complex technological challenges so that cities can focus on using these tools to drive real impact. We’re not just building tools—we’re building an ecosystem that allows cities to innovate on top of our solutions.

TSCJ: AI is also making strides in disaster recovery. How do you see AI contributing to urban resilience in the face of growing environmental challenges?

CA: AI is crucial for disaster recovery, whether it’s managing floods, fires, or other crises. With AI, cities can predict and mitigate disasters more effectively by analyzing global data and identifying trends. For instance, AI can simulate wildfire behavior, giving officials the insights they need to act quickly and minimize damage. The goal is to provide cities with the tools they need to anticipate and respond to environmental challenges in real-time. This is where AI shines—by transforming vast amounts of data into actionable insights that improve resilience.

TSCJ: Finally, what stood out to you most during the Urban Metaverse and Smart Cities event, and how do you feel the event has shaped the conversation around AI and the metaverse?

CA: One moment that struck me was when a panelist talked about the possibility of creating an avatar of his late father. It was touching and showed how personal and emotional technology can be. It also made me think about the challenges of making that a reality—the data, the technology, and the ethics involved. It’s a great example of how AI and the metaverse can merge to create deeply impactful experiences. Overall, the event has been very focused and productive. I’ve had the chance to meet interesting individuals and hear about some truly fascinating challenges. Events like this are important because they give us a platform to exchange ideas and discuss how AI can solve real-world problems in cities. I’m looking forward to seeing how these conversations evolve.


By Esther Fuldauer, The Smart City Journal

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