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AI In Depth

Why the biggest challenge is not cooling AI but predicting tomorrow’s heat

The AI era has pushed data centre cooling into the spotlight, but the real challenge ...
AI In Depth, AI Factories

The AI infrastructure race is measuring the wrong thing

The AI industry has become fixated on counting GPUs, announcing ever larger clusters and measuring ...
AI In Depth, AI Factories
Hydrogen installation at Equinix Data Center

Powering AI means rethinking the grid not replacing the generator

The rapid expansion of AI infrastructure has exposed an uncomfortable truth. Building larger data centres ...
AI In Depth, AI Factories

The generation that is not waiting to be managed

A generation entering the workforce under economic pressure is not waiting for organisations to modernise. ...
AI In Depth, AI Solutions
CTU

When AI learns to hack

Artificial intelligence is transforming cybersecurity, but not in the way most organisations expected. The immediate ...
AI In Depth, AI Security

The AI that builds a better society

Artificial intelligence is often discussed as a race defined by scale, speed and computational power. ...
AI In Depth, AI Solutions

AI Startups: When AI is forced to confront trust

Artificial intelligence has become more capable, but that has only made its weaknesses more consequential. ...
AI In Depth, AI Solutions

The inference age will punish narrow networks

Artificial intelligence is shifting from experimentation to continuous operation, and the infrastructure beneath it is ...
AI In Depth, AI Hardware/Infrastructure

AI startups: Where AI reshapes how work gets done

Enterprise workflows have long been shaped by software that organises information rather than understands it. ...
AI In Depth, AI for Enterprise

The systems that no longer wait for humans

The infrastructure that once existed to support human workflows is being rewritten to support machine ...
AI In Depth, AI Hardware/Infrastructure

AI startups: When AI enters the clinic and meets real clinical constraint

Healthcare has become one of the most persuasive arenas for artificial intelligence, but also one ...
AI In Depth, AI Solutions

The intelligence problem AI has been avoiding

Artificial intelligence has scaled faster than its own understanding of how intelligence forms. The result ...
AI In Depth, AI Solutions

The hidden limits behind modern compute scale

AI infrastructure is being constrained not by software or silicon, but by the physical systems ...
AI In Depth, AI Hardware/Infrastructure

AI startups: Where AI meets industrial reality

Artificial intelligence is being forced into environments where systems must operate continuously, not just perform ...
AI In Depth, AI Solutions

Intelligence is now constrained by physics and power

Artificial intelligence is no longer constrained primarily by algorithms or models but by the physical ...
AI In Depth, AI Hardware/Infrastructure

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 ...
AI In Depth, AI Solutions

Cooling dictates the limits of AI infrastructure

Cooling is no longer a supporting system within the data centre, it is becoming the ...
AI In Depth, AI Hardware/Infrastructure

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 ...
AI In Depth, AI Hardware/Infrastructure

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 ...
AI In Depth, AI Hardware/Infrastructure

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 ...
AI In Depth, AI Factories

The data centre was not designed for AI

Artificial intelligence is being scaled inside buildings conceived for a different era of computing. What ...
AI In Depth, AI Factories

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 ...
AI In Depth, AI Hardware/Infrastructure

When infrastructure becomes the failure point of intelligence

AI is moving out of controlled environments and into systems that cannot fail safely. The ...
AI In Depth, AI Hardware/Infrastructure

The ecosystem engine behind the AI factory

An AI factory does not fail at full load. It fails much earlier, in the ...
AI In Depth, AI Factories

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 ...
AI In Depth, AI Hardware/Infrastructure

Beyond silicon limits the race to redefine computing itself

The architecture of computing is no longer just evolving, it is fragmenting into competing paradigms ...
AI In Depth, AI Hardware/Infrastructure

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 ...
AI In Depth, AI Factories

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. ...
AI In Depth, AI Factories

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 ...
AI In Depth, AI Factories

The geography of intelligence is being rewritten

Artificial intelligence is transforming data centres from passive infrastructure into strategic assets that determine economic ...
AI In Depth, AI Factories

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 ...
AI In Depth, AI Hardware/Infrastructure

When the network becomes the bottleneck of AI ambition

AI investment is accelerating at extraordinary speed, yet the one layer assumed to “just scale” ...
AI In Depth, AI Hardware/Infrastructure

Enterprises are scaling AI without understanding it

AI is being adopted faster than the organisations meant to govern it, and the gap ...
AI In Depth, AI Solutions

The data centre is now the machine

For years, artificial intelligence has been framed as a software problem, defined by models, algorithms, ...
AI In Depth, AI Hardware/Infrastructure

Scandinavia is where artificial intelligence becomes industrial

The global race to scale artificial intelligence is no longer being decided by models or ...
AI In Depth, AI Hardware/Infrastructure

The front-runners are no longer experimenting

Most enterprises believe they are doing AI. Very few are reinventing themselves around it. Accenture’s ...
AI In Depth, AI for Enterprise

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 ...
AI In Depth, AI for Enterprise

Power is now the defining constraint of intelligence

Artificial intelligence is no longer constrained by algorithms but by electricity, planning systems and infrastructure ...
AI In Depth, AI Hardware/Infrastructure

Rewiring for AI is no longer optional

Digital transformation has run out of road, and AI is now forcing a far more ...
AI In Depth, AI Hardware/Infrastructure

Infrastructure decides the future of intelligence

Artificial intelligence is advancing faster than the infrastructure designed to carry it. From silicon to ...
AI In Depth, AI Factories

The power struggle behind the intelligence boom

Artificial intelligence promises efficiency, optimisation and a cleaner digital future, yet the infrastructure supporting it ...
AI In Depth, AI Hardware/Infrastructure

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 ...
AI In Depth, AI Hardware/Infrastructure

When software stops waiting for you

Enterprises have spent two decades optimising cloud delivery, yet the real constraint is no longer ...
AI In Depth, AI Hardware/Infrastructure

The network revolution powering AI infrastructure

Artificial intelligence is transforming the economics and architecture of the modern data centre, but the ...
AI In Depth, AI Hardware/Infrastructure

Europe’s data centre moment has arrived

Europe’s digital economy is now constrained less by ambition than by infrastructure. Data centres, once ...
AI In Depth, AI Factories

AWS has stopped talking about models and started talking about systems

At re:Invent 2025, AWS did not present AI as a single breakthrough or a dominant ...
AI In Depth, AI Hardware/Infrastructure

The year AI grows up

We are late with this piece, but perhaps that is fitting. The loudest AI predictions ...
AI In Depth, AI Solutions

Why AI infrastructure no longer fits the cloud models that built it

Enterprises are discovering that the cloud architectures that powered the last decade of digital transformation ...
AI In Depth, AI Hardware/Infrastructure

The physics now decides what AI can become

AI infrastructure is no longer being shaped by software ambition or commercial demand, but by ...
AI In Depth, AI Hardware/Infrastructure

Retail AI has entered its execution era

Retail’s AI ambitions are no longer held back by imagination or intent. Progress is now ...
AI In Depth, AI Solutions

The compute trapped inside modern data centres

The AI infrastructure race is being framed as a global scramble for new power, new ...
AI In Depth, AI Factories

Why heat is becoming the hard limit of AI

AI infrastructure is scaling at a pace few anticipated, yet the industry conversation remains dominated ...
AI In Depth, AI Factories

When intelligence meets broken systems

Enterprises are investing heavily in generative AI, but most fail to realise their ambitions. Research ...
AI In Depth, AI Solutions

AI has outgrown Europe’s digital foundations

Europe’s AI ambitions are colliding with physical limits that strategy papers rarely acknowledge. As AI ...
AI In Depth, AI Hardware/Infrastructure

Britain is pricing itself out of intelligence

Britain urgently wants to be an AI maker, but data centres and model training demand ...
AI In Depth, AI Factories

When automation stops being optional

As enterprises push AI from pilots into production, infrastructure is emerging as the defining constraint ...
AI In Depth, AI Hardware/Infrastructure

The quiet rise of agentic intelligence inside the enterprise

The next wave of enterprise transformation will not be led by humanoid robots but by ...
AI In Depth, AI Solutions

Europe’s AI gold rush is shaped by power, not property

Artificial intelligence is forcing Europe to confront an inconvenient truth: the limits of its energy ...
AI In Depth, AI Factories

A new era for AI ecosystem innovation

David Terry, Schneider Electric’s AI Enterprise & Alliance Partner Director for EMEA discusses the emergence ...
AI In Depth, AI Hardware/Infrastructure

The quiet rewiring of higher education is already underway

The push toward ethical and responsible AI in universities is accelerating, and the sector now ...
AI In Depth, AI Solutions
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Featured

The AI boom is running into the physical economy

The extraordinary sums committed to AI infrastructure suggest ...

The best AI infrastructure decision is the one you can change

The infrastructure that looks optimal for an AI ...

Why the biggest challenge is not cooling AI but predicting tomorrow’s heat

The AI era has pushed data centre cooling ...

The AI infrastructure race is measuring the wrong thing

The AI industry has become fixated on counting ...

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