AI and Generative AI | Thought Leadership

The year AI grows up

We are late with this piece, but perhaps that is fitting. The loudest AI predictions are always made too early, before reality has time to ...

Feb. 5, 2026

When AI stops being a pilot and becomes a capability

Enterprises are not failing at artificial intelligence so much as failing to turn experimentation into operating discipline. The organisations that succeed will be those that ...

Feb. 3, 2026

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 are not automatically suited to the next decade of artificial ...

Feb. 2, 2026

The physics now decides what AI can become

AI infrastructure is no longer being shaped by software ambition or commercial demand, but by the hard limits of heat, power and materials. Liquid cooling ...

Jan. 30, 2026

Retail AI has entered its execution era

Retail’s AI ambitions are no longer held back by imagination or intent. Progress is now limited by the ability to operationalise intelligence at scale. Leaders ...

Jan. 23, 2026

The compute trapped inside modern data centres

The AI infrastructure race is being framed as a global scramble for new power, new land, and new permits, yet one of the largest opportunities ...

Dec. 23, 2025

Why heat is becoming the hard limit of AI

AI infrastructure is scaling at a pace few anticipated, yet the industry conversation remains dominated by chips and power. Cooling, long treated as an engineering ...

Dec. 20, 2025

When intelligence meets broken systems

Enterprises are investing heavily in generative AI, but most fail to realise their ambitions. Research reveals that the main barriers are not technical, but the ...

Dec. 20, 2025

Britain is pricing itself out of intelligence

Britain urgently wants to be an AI maker, but data centres and model training demand more than ambition. Without immediate reform of how energy is ...

Dec. 17, 2025

When automation stops being optional

As enterprises push AI from pilots into production, infrastructure is emerging as the defining constraint between ambition and impact. AI-driven automation is no longer an ...

Dec. 16, 2025

The quiet rise of agentic intelligence inside the enterprise

The next wave of enterprise transformation will not be led by humanoid robots but by smart content AI that understands, interprets and acts on the ...

Dec. 15, 2025

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 system, not its innovation capacity, will decide where AI infrastructure ...

Dec. 13, 2025

The quiet rewiring of higher education is already underway

The push toward ethical and responsible AI in universities is accelerating, and the sector now stands at a decisive crossroads. Digital maturity has emerged as ...

Nov. 27, 2025

When the weight of intelligence starts to reshape the physical world

Artificial intelligence is accelerating faster than the infrastructure built to sustain it. As the world races to scale compute, a new question emerges, one with ...

Nov. 21, 2025

AI disruption is the inflection point leaders keep misreading

AI disruption is not a distant risk on the horizon, it is the ground already shifting under every assumption leaders hold about value, talent and ...

Nov. 20, 2025

The blueprint for AI success depends on how well you orchestrate intelligence

As AI moves from pilots to production, orchestration and governance are redefining what enterprise success looks like. The future belongs to organisations that can embed ...

Nov. 13, 2025

The integration paradox that will define the next decade of enterprise AI

As AI systems grow more intelligent, the data that feeds them becomes more fragile. The intelligent enterprise will be defined not by its algorithms, but ...

Nov. 12, 2025

The next frontier of start-up acceleration lies in the AI tech stack

The rise of generative and agentic AI has redefined what it means to start a company. Capital, talent, and timing still matter, but in today’s ...

Nov. 4, 2025

Quantum-centric supercomputing will redefine the AI stack

Executives building for the next decade face an awkward truth, the biggest AI breakthrough may not be a larger model or faster GPU, but the ...

Nov. 4, 2025

AI In Depth, Exclusives

The invisible barrier that could decide the future of artificial intelligence

As AI workloads grow denser and data centres reach physical limits, the real bottleneck in the AI revolution is not chips or power, but heat. ...

Oct. 28, 2025

When the cloud goes dark

The global AWS outage revealed more than a temporary loss of service. It exposed the fragility of centralised cloud systems and the urgent need for ...

Oct. 24, 2025

Meta is building a data center the size of Manhattan. How cool is that?

Kevin Roof, Director of Offer & Capture Management at LiquidStack, explores how Meta’s next-generation AI data centres will push cooling technology to its limits. As ...

Oct. 24, 2025

The real AI crisis is not job loss but the widening skills gap

AI is transforming the workforce faster than most organisations can adapt, yet the most significant threat is not automation itself but the lack of readiness ...

Oct. 22, 2025

When clean data meets intelligent machines

Artificial intelligence can only ever be as intelligent as the data it consumes. As enterprises race to embed AI into decision-making, the battle for business ...

Oct. 21, 2025

Stop treating AI like a side project and start wiring it into the business

Executives everywhere are learning the same lesson: AI proves its value only when it is embedded in processes, data, and decisions throughout the entire end-to-end ...

Oct. 8, 2025

Master data management decides whether enterprise AI scales or stalls

Enterprises keep discovering that model prowess is not the bottleneck; master data management is. Treat master data management as the operating system for AI and ...

Oct. 3, 2025

Enterprise AI deployment needs open systems more than shiny models

Enterprise AI deployment is not a magic trick; it is a disciplined operating approach. The organisations that win are building on open foundations, tuning models ...

Oct. 2, 2025

Trust but verify must become the AI security operating model

AI security will not be won with a bigger budget or a new dashboard. It will be won by disciplined engineering, clear governance and a ...

Sep. 26, 2025

AI In Depth, AI Security

Geospatial data is the lever for infrastructure resilience

AI and infrastructure resilience matter when models meet messy reality, not slides. The organisations that win treat data as an operating asset, simplify the pipes ...

Sep. 23, 2025

Human-AI co-learning is the missing operating model for enterprise performance

Enterprises need a learning system embedded in the flow of work, not a catalogue of courses. According to Accenture’s white paper “Functions: Learning Reinvented”, Human-AI ...

Sep. 18, 2025

Agentic AI as collaborator is rewriting the creative operating system

Agentic AI is moving from novelty to infrastructure, changing how people ideate, make, and experience culture. The shift is less about replacing talent and more ...

Sep. 17, 2025

Data hunger is rewriting the rules of web scraping

Video platforms have surpassed traditional text-based sources as the primary targets for large-scale scraping, highlighting how the pursuit of diverse training data is reshaping the ...

Sep. 13, 2025

AI is rewriting the future of coding one conversation at a time

As AI reshapes never-thought-of industries worldwide, software development is undergoing a revolution of its own. We went from low code to no code, and now ...

Sep. 12, 2025

Spatial intelligence is the missing piece in enterprise AI

Artificial intelligence has mastered text and images, but without a deep understanding of three-dimensional space, it cannot move into the physical world. Spatial intelligence is ...

Sep. 11, 2025

The cooling dilemma reshaping AI infrastructure

The rapid acceleration of artificial intelligence is straining the physical limits of data centres. A new white paper from LiquidStack, produced in collaboration with Syska ...

Sep. 8, 2025

The generational data divide is reshaping trust in AI

Data sharing attitudes are being transformed by generational shifts, cultural expectations, and evolving notions of trust. As AI personalisation moves beyond compliance and into prediction, ...

Sep. 7, 2025

The GPU price wars are only just beginning

GPUs are the defining resource of artificial intelligence, yet the market is caught between scarcity and surplus. The fight over access is no longer just ...

Sep. 4, 2025

The rise of AI factories as the new engines of intelligence

AI factories are redefining the architecture of digital infrastructure, transforming data into intelligence at an industrial scale and reshaping the competitive landscape for enterprises and ...

Sep. 3, 2025

The end of centralised cloud is closer than enterprises think

The AI era is exposing the cracks in centralised cloud infrastructure. As GPU demand spirals and inference workloads demand new performance profiles, decentralised models are ...

Aug. 27, 2025

The hidden cost of large language models is not scale, but governance

Large language models promise fluency at an industrial scale, yet the difference between a pilot and a production system is not measured in parameters. The ...

Aug. 23, 2025

AI coaching is reshaping how enterprises develop talent

Artificial intelligence is no longer just a tool for automating processes or crunching data. It is beginning to influence one of the most human-centric areas ...

Aug. 20, 2025

AI is exposing the cloud’s biggest blind spot

The future of AI depends as much on what connects data centres as what runs inside them. Cloud evolution cannot outpace network design, and ignoring ...

Aug. 15, 2025

AI will not replace lawyers, but it will force them to think like product designers

The intersection of AI and law is not a contest between humans and machines. It is a shift in how legal work is conceived, delivered ...

Aug. 14, 2025

Rewiring industry requires more than AI hype

Digital twins and AI are converging to transform industrial operations, but success demands deep data discipline, strategic humility, and an uncomfortable rethink of control. Real ...

Aug. 7, 2025

Small is powerful when the enterprise takes control

Small language models promise to reshape enterprise AI by delivering tailored accuracy, lower energy costs and tighter governance, but only for those willing to take ...

Aug. 6, 2025

The death of rote learning and the rise of applied intelligence

As immersive learning and AI reshape the knowledge economy, the future of education depends not on memory but mastery. Skill development, not facts, is now ...

Aug. 5, 2025

The future of sampling is happening at home

AI-powered brand engagement is transforming how consumers discover and try products, with voice interfaces, behavioural data and hyper-personalisation replacing the old model of handing out ...

Aug. 4, 2025

Why agentic AI will not replace your team, it might help you grow it

Agentic AI is reshaping enterprise workflows by introducing autonomous, decision-making systems that collaborate like human colleagues. But rather than displacing jobs, these digital agents may ...

Aug. 1, 2025

Predictive power and human touch will reshape adult social care

AI in social care promises early intervention, workforce support and real-time decision-making. But the value of automation depends entirely on trust, transparency and an unwavering ...

Jul. 31, 2025

Smaller, faster, everywhere: how AI efficiency is reshaping the edge

Edge AI is no longer a technical novelty but a strategic necessity. The combination of smaller models, accelerated compute, and smart deployment is enabling a ...

Jul. 30, 2025

Digital co-workers and the invisible shift in enterprise operations

Agentic AI is reshaping industrial maintenance by embedding proactive intelligence into operational workflows. The shift from reactive logging to predictive, decision-support systems is redefining the ...

Jul. 29, 2025

The death of the showroom and the rise of autonomous agents

AI is reshaping the car-buying journey from the ground up, but without clean data and a cohesive backend, the industry risks stalling at the starting ...

Jul. 23, 2025

The classroom is no longer analogue, and neither is the student

Generative AI has finally caught up with the complexities of education, reshaping how we teach, learn and lead. But the sector faces tough choices about ...

Jul. 21, 2025

Mortgages are finally catching up with the AI revolution

Artificial intelligence is transforming mortgage lending from a slow, manual process into a streamlined, real-time service. As underwriting and decision-making become faster and more accurate, ...

Jul. 17, 2025

Why data center power is the real bottleneck in enterprise AI

As enterprise demand for generative AI accelerates, power delivery has become the silent crisis hiding behind GPU hype. The move to giga-watt-scale AI infrastructure requires ...

Jul. 16, 2025

Data is the crop, and AI is the harvest driving food’s digital transformation

Artificial intelligence is rapidly reshaping global agri-food systems, moving from pilot projects to strategic infrastructure. With 70 per cent of businesses already adopting AI, the ...

Jul. 15, 2025

Medicine rewired as algorithms take the lead in drug discovery and development

AI-driven drug discovery is not just accelerating pharmaceutical pipelines but redefining how we understand, simulate, and target disease. As large language models and generative design ...

Jul. 14, 2025

Why AI needs a reality check before it can reshape your business

Executives are being sold the idea that AI will transform everything from decision-making to profitability. However, the real challenge is not adoption but discernment. Artificial ...

Jul. 10, 2025

AI in sales enablement is either a superpower or a sabotage

With AI now a constant companion in enterprise sales, leaders must rethink what it means to be effective. Sales enablement is shifting from intuition and ...

Jul. 9, 2025

AWS has stopped talking about models and started talking about systems

At re:Invent 2025, AWS did not present AI ...

Feb. 5, 2026

The year AI grows up

We are late with this piece, but perhaps ...

Feb. 5, 2026

When AI stops being a pilot and becomes a capability

Enterprises are not failing at artificial intelligence so ...

Feb. 3, 2026

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

Enterprises are discovering that the cloud architectures that ...

Feb. 2, 2026

AI is being positioned as the missing link in fixing Britain’s transport system

Artificial intelligence is being cast as a central pillar of Britain’s efforts to modernise its ...

Feb. 6, 2026

Europe’s confidence in regulating AI is masking a widening security gap

Europe has moved faster than most regions to define how artificial intelligence should be governed. ...

Feb. 6, 2026

Data centres are being redesigned for a more brutal compute reality

Artificial intelligence is no longer stretching data centre infrastructure at the margins. It is reshaping ...

Feb. 6, 2026

The reliability problem quietly reshaping enterprise software

For years, artificial intelligence has been discussed in terms of models, data and compute. Increasingly, ...

Feb. 6, 2026