AI is becoming the control layer for quantum computing
The path to practical quantum computing has long been defined by a series of unresolved engineering challenges, from fragile qubits to the persistent problem of error correction. What is now becoming clearer is that artificial intelligence may play a central role in overcoming these limitations, shifting the focus from purely quantum advances to hybrid systems […]
Open architectures emerge as the foundation for AI scale infrastructure
The rapid expansion of artificial intelligence is forcing a reassessment of how data centres are designed, powered and operated. As workloads grow more complex and power densities increase, the limitations of traditional infrastructure models are becoming increasingly visible, prompting a shift towards more open and flexible architectures. Legrand is positioning itself within this transition through […]
The future of AI will be decided by how systems are balanced
The rapid expansion of artificial intelligence is forcing a reassessment of what constitutes performance in modern computing. While much of the attention has focused on specialised accelerators, a growing body of work suggests that the real constraint lies in how entire systems are designed, orchestrated and scaled. A deepening collaboration between Intel and Google reflects […]
AI models are becoming more autonomous and harder to constrain
The latest generation of artificial intelligence systems is beginning to shift from responsive tools to semi-autonomous agents, capable of handling complex tasks with minimal oversight. This transition is raising new questions about reliability, control and the boundaries between capability and risk. Anthropic has released Claude Opus 4.7, the latest version of its large language model, […]
France turns to infrastructure partnerships to secure AI economy
The race to define leadership in artificial intelligence is increasingly being shaped not by algorithms alone, but by the infrastructure, partnerships and national strategies that support them. France has signalled its intent to strengthen its position through a new collaboration with AMD, aimed at expanding access to advanced computing and reinforcing the country’s AI ecosystem. […]
Intelligence is now constrained by physics and power
Artificial intelligence is no longer constrained primarily by algorithms or models but by the physical systems that power them. A new generation of AI infrastructure is forcing the industry to confront an uncomfortable reality: the future of intelligence will be determined as much by electricity and engineering as by software innovation. For much of the […]
AI startups: AI leaving the lab and entering the real world
Artificial intelligence is now being tested in environments that do not tolerate abstraction. In this first of seven articles drawn from AI startup companies presenting at NVIDIA GTC, the focus shifts to start-ups deploying AI into the physical world, where unreliable data, ageing infrastructure, and operational risk expose what these systems can actually do. For […]
Cooling dictates the limits of AI infrastructure
Cooling is no longer a supporting system within the data centre, it is becoming the mechanism that determines what can be deployed. As power densities accelerate beyond anything legacy environments were designed to handle, the ability to remove heat is shaping architecture, ownership, and ultimately the pace of AI adoption. There is a persistent assumption […]
How AI could transform networks from cost centres into economic engines
For decades enterprise and telecom networks have been treated as infrastructure overhead, a necessary expense that quietly connects applications and users. AI is changing that equation, transforming network performance from background utility into a direct determinant of revenue, competitiveness and strategic leverage. For most of the internet era, the network was measured in terms of […]
The processor everyone forgot is now running the AI economy
The AI boom has been framed as a triumph of acceleration, yet the system is beginning to fracture under the weight of its own orchestration. What looks like a compute revolution is, in operational terms, a coordination crisis, and the CPU is back at the centre of it. There is a point at which a […]
The network is no longer infrastructure it is the constraint on AI
AI is not failing at the model layer, it is failing in motion, in the movement of data between systems that were never designed to operate at this scale. The more compute we deploy, the more brutally the network is exposed as the system that ultimately decides what AI can and cannot become. The industry […]
The data centre was not designed for AI
Artificial intelligence is being scaled inside buildings conceived for a different era of computing. What looks like a question of performance is turning into something more fundamental, a confrontation between the physical logic of the old data centre and the thermal realities of the new machine. The data centre industry has spent years talking as […]
The real limit of AI infrastructure is not compute, it is heat
AI infrastructure is being designed around performance metrics that assume unlimited scaling. The reality is that thermal constraints are already determining what can be deployed, where it can run, and how far it can scale. The narrative surrounding artificial intelligence infrastructure remains dominated by compute. GPU availability, model scale, and power provisioning continue to define […]
When infrastructure becomes the failure point of intelligence
AI is moving out of controlled environments and into systems that cannot fail safely. The consequence is that data infrastructure is no longer a supporting layer, it becomes the system’s ability to function at all. Physical AI does not degrade quietly when something goes wrong. It fails in ways that are immediate, visible, and operationally […]
The ecosystem engine behind the AI factory
An AI factory does not fail at full load. It fails much earlier, in the handoffs between systems that were never designed to operate as one. As power densities climb and deployment timelines collapse, the industry is discovering that the real risk is not whether the technology works, but whether the infrastructure can hold together […]
The cloud continuum is real, but nobody knows how to operate it yet
Enterprises have accepted that AI will not live in a single data centre or hyperscale region. The unresolved challenge is how to operate intelligence that stretches from core to edge, across clouds and sovereign domains, without losing control of performance, economics or resilience. Architecturally, the debate is largely over. Serious organisations no longer assume that […]
Beyond silicon limits the race to redefine computing itself
The architecture of computing is no longer just evolving, it is fragmenting into competing paradigms that must somehow work as one. What emerges next will define not only performance, but whether AI itself can scale beyond its current constraints. The language of progress in computing has always been deceptively simple. Faster processors, denser chips, more […]
The inference explosion is rewriting the economics of artificial intelligence
Artificial intelligence has crossed a threshold where usage, not training, defines its trajectory. The shift to reasoning and agentic systems is driving a surge in computation that is fundamentally changing how AI is built, deployed, and monetised. For more than a decade, the trajectory of artificial intelligence has been defined by training. The industry focused […]
Artificial intelligence moves into space as computing leaves Earth
The expansion of artificial intelligence is no longer confined to data centres on the ground, as NVIDIA used its GTC conference to outline how AI systems are beginning to operate in space. The company’s latest announcements point to the emergence of orbital computing infrastructure, where data can be processed and acted upon directly in space […]
Engineering and manufacturing are being reshaped as AI begins to design the physical world
The application of artificial intelligence is extending beyond automation and analytics into the core processes of engineering and manufacturing, as NVIDIA used its GTC conference to outline how AI systems are beginning to take on roles traditionally carried out by human designers and engineers. The company’s latest announcements suggest that industrial workflows are moving toward […]
Autonomous vehicles are shifting from prototype to platform
The development of autonomous vehicles is entering a new phase, as NVIDIA used its GTC conference to position artificial intelligence not simply as an enabling technology, but as the foundation for a standardised global platform for mobility. The latest announcements suggest that the industry is moving away from fragmented development efforts toward shared architectures designed […]
Artificial intelligence moves into the physical world as systems begin to act
The centre of gravity in artificial intelligence is beginning to shift away from digital systems and into the physical world, as NVIDIA used its GTC conference to outline how AI is being embedded into machines, networks and environments that can perceive, decide and act in real time. The announcements point to a convergence of simulation, […]
Software is giving way to autonomous systems as AI agents move into the enterprise
The next phase of artificial intelligence will not be defined by better models, but by systems that can act. That was the underlying message from NVIDIA at its GTC conference, where the company set out a vision of enterprise software evolving into networks of autonomous agents capable of reasoning, planning and executing tasks with minimal […]
The factory is replacing the computer as AI infrastructure enters a new phase
NVIDIA used its GTC conference to signal a decisive shift in how artificial intelligence is built and deployed, moving beyond individual chips and models toward fully integrated systems designed to generate and manage intelligence at scale. The company’s latest announcements point to a future in which AI is no longer defined by standalone hardware or […]
Artificial intelligence is now constrained by how fast data can move
Artificial intelligence is entering a phase where performance is no longer determined solely by compute power, but by how efficiently data can be moved, stored and accessed. A new agreement between Samsung Electronics and AMD reflects a growing recognition that memory technology is becoming one of the defining constraints on AI infrastructure. The two companies […]
The future of artificial intelligence is being redesigned at the level of the processor
Artificial intelligence is forcing a fundamental rethinking of the most basic building blocks of computing infrastructure, as demand for continuous, large-scale workloads begins to outstrip the capabilities of traditional processors. A new collaboration between Meta and Arm signals a shift in how data centre silicon is being designed for an era increasingly defined by agentic […]
The token is the product and most companies have not realised it yet
Artificial intelligence is no longer being built as software, it is being industrialised as output. The shift from models to tokens marks the moment AI becomes an economic system rather than a technological one. For more than a decade, artificial intelligence has been framed as a race, first to build better models, then to scale […]
Optics moves to the centre of AI infrastructure as system limits tighten
The race to scale AI has been framed as a compute problem, but that framing is beginning to fracture under pressure. As systems expand and performance gaps widen, it is the movement of data, not just its processing, that is becoming the defining constraint. The industry has spent the better part of a decade fixated […]
The geography of intelligence is being rewritten
Artificial intelligence is transforming data centres from passive infrastructure into strategic assets that determine economic competitiveness and digital sovereignty. As power constraints tighten across Europe, site selection has become one of the most consequential decisions hyperscale and AI operators will make for the next generation of compute. For much of the cloud era, data centre […]
Security at scale protecting the networks that power artificial intelligence
Artificial intelligence is rapidly becoming one of the most valuable assets inside modern organisations. Protecting the networks that train, operate and distribute AI systems is therefore no longer just a cybersecurity challenge, but a strategic requirement that determines whether AI can scale safely and sustainably. Artificial intelligence infrastructure is expanding at a pace rarely seen […]
When the network becomes the bottleneck of AI ambition
AI investment is accelerating at extraordinary speed, yet the one layer assumed to “just scale” may prove the most fragile. As enterprises rush to deploy AI factories, hybrid estates and sovereign clouds, the network is quietly becoming the defining constraint on AI economics. Artificial intelligence has triggered one of the most aggressive capital cycles in […]
Enterprises are scaling AI without understanding it
AI is being adopted faster than the organisations meant to govern it, and the gap is beginning to show in procurement decisions, data exposure, and stalled rollouts. Shadow AI is not a fringe security problem, it is the default behaviour of decentralised enterprises. Illuminaire normally looks at AI from the perspective of technology and infrastructure, […]
The data centre is now the machine
For years, artificial intelligence has been framed as a software problem, defined by models, algorithms, and data. At re:Invent 2025 in Las Vegas, Matt Garman made it clear that AI has crossed a more consequential threshold, it has become an infrastructure system governed by energy, physics, and capital. When Matt Garman took the stage in […]
Scandinavia is where artificial intelligence becomes industrial
The global race to scale artificial intelligence is no longer being decided by models or software, but by energy systems and infrastructure discipline. In Scandinavia, those forces have aligned to create a region where AI growth and sustainability are not in conflict but engineered to reinforce each other. The narrative around artificial intelligence has been […]
Why the next phase of AI will be built in gigawatts not models
Artificial intelligence is moving into an industrial phase where scale, power and physical infrastructure matter as much as algorithms. A new expansion of collaboration between NVIDIA and CoreWeave underlines how rapidly that shift is taking place, and how the race to deploy AI at global scale is now defined by data centres measured in gigawatts […]
The front-runners are no longer experimenting
Most enterprises believe they are doing AI. Very few are reinventing themselves around it. Accenture’s latest research reveals a widening structural gap between organisations deploying isolated AI tools and those redesigning their entire operating model around intelligence. For the past two years, AI has been framed primarily as an acceleration problem, focusing on how quickly […]
The AI hangover is real, and the hard work is only just starting
The first wave of enterprise AI delivered experimentation at unprecedented speed but left many organisations with impressive pilots and little operational change. As reality replaces excitement, the industry is discovering that scaling AI is less a technology challenge than a test of leadership, organisational design and execution discipline. Early AI programmes are stalling for familiar […]
Power is now the defining constraint of intelligence
Artificial intelligence is no longer constrained by algorithms but by electricity, planning systems and infrastructure reality. As digital ambition accelerates, the nations that align energy, policy and compute will define the next era of economic power, while the rest risk becoming consumers of intelligence rather than creators of it. Artificial intelligence has shifted from a […]
Formula One becomes a proving ground for enterprise AI
As Formula One prepares for one of the most significant regulatory shifts in its modern history, the sport is also becoming a testbed for how artificial intelligence and cloud technology can operate under extreme pressure. A new multi-year partnership between Microsoft and the Mercedes-AMG PETRONAS F1 Team places enterprise AI and cloud infrastructure at the […]
Data centres are becoming part of the urban energy system
As artificial intelligence workloads continue to drive demand for compute across Europe, attention is shifting from what data centres consume to what they can give back. Power and cooling have long defined the environmental footprint of digital infrastructure. Now, excess heat generated by AI-driven servers is beginning to be treated as a resource rather than […]
AI steps into the laboratory and begins to cut the cost of biology
Artificial intelligence has shown its strength in domains where progress can be tested instantly, from mathematics to software engineering. Biology has been different. Experiments are slow, expensive and bound to physical laboratories. A new collaboration between OpenAI and Ginkgo Bioworks suggests that this constraint is beginning to loosen. Working together, the two organisations connected OpenAI’s […]
The economics of AI are shifting from models to the cost of every token
Artificial intelligence has long been defined by advances in model capability, but a new phase is emerging where the economics of running those models is becoming just as significant as the intelligence they deliver. A new announcement centred on inference providers and NVIDIA’s latest hardware platform suggests that the next wave of AI competition may […]
Rewiring for AI is no longer optional
Digital transformation has run out of road, and AI is now forcing a far more fundamental redesign of how enterprises think about infrastructure. The real question is no longer whether organisations adopt AI, but whether their data architecture can survive it. Digital Realty’s Rewire for Data and AI Playbook makes an uncomfortable point that many […]
Supercomputing confronts the end of Moore’s law as AI reshapes the future of computing
The next phase of artificial intelligence may depend less on bigger models and more on a fundamental redesign of computing itself. That message sits at the centre of preparations for ISC High Performance 2026 in Hamburg, where researchers, engineers and industry leaders will gather to confront what many now see as the defining challenge of […]
Infrastructure decides the future of intelligence
Artificial intelligence is advancing faster than the infrastructure designed to carry it. From silicon to space-based data centres, Google’s Amin Vahdat sets out why the next breakthroughs will be determined by power, velocity, and physical reality rather than model capability alone. For most of the last two years, the public narrative around AI has been […]
The power struggle behind the intelligence boom
Artificial intelligence promises efficiency, optimisation and a cleaner digital future, yet the infrastructure supporting it is consuming energy at an unprecedented rate. The question facing the industry is not whether AI will scale, but whether the systems powering it can evolve fast enough to carry the weight of that ambition. The conversation around artificial intelligence […]
The AI era will be built on fibre not hype
The discussion around artificial intelligence often focuses on models, chips and software breakthroughs, yet the true determinant of scale sits beneath the surface. The next phase of digital growth will be decided not by algorithms alone, but by whether physical infrastructure can carry the weight of demand. Artificial intelligence has shifted the conversation around data […]
The hidden infrastructure behind the moments that keep the digital world connected
The surge of online activity associated with global events and seasonal peaks is increasingly revealing a less visible reality of the artificial intelligence era. Behind every digital interaction, from video calls to online purchases, sits an infrastructure challenge defined not by software innovation alone but by the resilience of the data centres that keep systems […]
When software stops waiting for you
Enterprises have spent two decades optimising cloud delivery, yet the real constraint is no longer provisioning, it is permission, governance, and trust. If billions of agents is not marketing theatre, then the next fight is about boundaries, evaluation, and whether anyone dares to let automation touch the real business. Las Vegas keynotes are designed to […]
Liquid cooling moves from experiment to foundation for UK academic AI
The physical limits of artificial intelligence are no longer an abstract concern for universities. As models grow larger and simulations more complex, the question facing research institutions is not simply how much compute they can access, but whether the infrastructure supporting it can scale sustainably. A new deployment at a UK data centre suggests that […]
Enterprise edge is becoming the next battleground for AI infrastructure
As artificial intelligence moves out of centralised data centres and into distributed, real-world operations, the weakest point in enterprise infrastructure is increasingly found at the edge. While cloud and interconnection platforms have matured rapidly, last-mile connectivity between enterprise locations and global digital ecosystems has remained fragmented, slow to deploy and costly to manage. A new […]
Industrial AI shifts from experimentation to systems of record
Artificial intelligence is moving into a new phase inside industry, one defined less by isolated use cases and more by whether AI can be trusted to represent and operate the physical world. A newly announced long-term partnership between Dassault Systèmes and NVIDIA reflects that transition, positioning industrial AI not as an overlay to existing processes […]
Why AI experimentation is giving way to production realism
As artificial intelligence moves from isolated pilots into the core of day-to-day operations, one of the industry’s least examined problems is emerging into view. Many AI systems that perform well in controlled tests struggle when exposed to the complexity, cost pressures and continuous demand of real production environments. The challenge is no longer simply building […]
Prosus bets on platform scale as AI reshapes global ecommerce
As artificial intelligence moves from experimentation into the operational core of digital commerce, the competitive advantage is shifting towards companies that can standardise and deploy AI at scale across complex, multi-market ecosystems. A new agreement between Prosus and Amazon Web Services reflects that change, signalling how AI is becoming infrastructure rather than a differentiating feature […]
Why cloud infrastructure choices are becoming an AI era decision
As artificial intelligence moves from experimentation into production, the underlying cloud infrastructure that supports it is coming under renewed scrutiny. Reliability, recovery and predictable economics are no longer abstract IT concerns, but foundational requirements for organisations running data-intensive and increasingly automated workloads. Against that backdrop, Ark Data Centers has formalised a partnership with Nutanix that […]
How intelligent power management helps CIOs do more with less in the race to net zero
As organisations race towards net zero while grappling with rising energy demand, power management is shifting from back-office concern to boardroom priority. In this op-ed, Colin Dean, Managing Director, Socomec UK, argues that intelligent, data-driven energy strategies are essential for CIOs seeking to balance resilience, sustainability and growth. There is mounting pressure on organisations across […]
The network revolution powering AI infrastructure
Artificial intelligence is transforming the economics and architecture of the modern data centre, but the most profound disruption may be occurring inside the network itself. As GPU clusters scale to unprecedented sizes and data flows accelerate, traditional networking assumptions are breaking down, forcing operators to rethink everything from switching fabrics to operational management. The global […]
AI traffic is pushing fibre networks beyond their physical limits
As artificial intelligence workloads scale across cloud platforms, data centres and edge environments, pressure is mounting on the optical networks that carry this traffic. Capacity demand is rising faster than traditional fibre architectures were designed to handle, forcing network operators to confront a fundamental constraint, how to move far more data without endlessly laying new […]
Sovereign AI shifts from policy ambition to infrastructure reality
The debate around sovereign artificial intelligence is increasingly moving out of policy documents and into physical infrastructure. As governments and regulated industries grapple with where AI workloads can legally and safely run, attention is turning to how compute can be deployed at scale without relying entirely on centralised hyperscale clouds. A new agreement between two […]
Elite sport becomes a testbed for how AI understands the human body
Artificial intelligence is increasingly being judged not by what it predicts on screens, but by how well it performs in the physical world. Nowhere is that challenge more acute than in elite winter sports, where athletes move at high speed, wear bulky equipment and operate in environments hostile to sensors and traditional data capture. A […]