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Long Reads
All Long Reads
- Long Read
- Liquid & Immersion Cooling
- 17 MIN
- World
A cooling system can satisfy its design targets and still leave a difficult question unanswered:
- Kiara Mandavia
- Long Read
- Data Centers
- 17 MIN
- North America
A data center can have sufficient land, a completed building, and a secured grid connection,
- Kiara Mandavia
- Long Read
- Sustainability
- 12 MIN
- World
A sustainability audit can look perfectly clean until someone asks a more uncomfortable question: what
- Mahek Mandavia
- Long Read
- Sustainability
- 52 MIN
- World
A procurement team can examine compute availability, network architecture, deployment schedules, security controls, and commercial
- Aakruti Thakkar
- Long Read
- Data Centers
- 15 MIN
- World
A completed structure can create a powerful illusion because the physical evidence of progress arrives
- Kiara Mandavia
- Long Read
- Power & Energy Grid
- 17 MIN
- World
A power system can have generation available on paper and still fail at the point
- Kiara Mandavia
- Long Read
- Liquid & Immersion Cooling
- 16 MIN
- World
A cooling decision used to sit deep inside the mechanical design package, where engineers could
- Mahek Mandavia
- Long Read
- AI & Machine Learning
- 21 MIN
- World
The expensive part of an AI deployment does not always appear when the hardware order
- Aakruti Thakkar
- Long Read
- Power & Energy Grid
- 15 MIN
- North America
The period after a grid disturbance can become an important part of the electrical response
- Kiara Mandavia
- Long Read
- Liquid & Immersion Cooling
- 16 MIN
- World
A cooling system can look exceptionally disciplined while its water behavior remains almost impossible to
- Kiara Mandavia
- Long Read
- AI & Machine Learning
- 27 MIN
- World
The servers can arrive on time while the capacity they represent remains unavailable. Power may
- Aakruti Thakkar
- Long Read
- Data Centers
- 15 MIN
- World
The first rack in a new high-density hall marks a particular point in computing history,
- Kiara Mandavia
- Long Read
- AI & Machine Learning
- 25 MIN
- World
A cooling system can perform well on opening day and still limit what a site
- Aakruti Thakkar
- Long Read
- AI & Machine Learning
- 15 MIN
- World
A challenging operating condition for an AI power system can arise when rack-level electrical demand
- Kiara Mandavia
- Long Read
- AI & Machine Learning
- 20 MIN
- World
An AI deployment can appear ready while leaving one important infrastructure question unanswered. The processors
- Aakruti Thakkar
- Long Read
- Data Centers
- 20 MIN
- India
A rack does not care which country offered the cheapest land before construction started, and
- Mahek Mandavia
- Long Read
- Neo Clouds
- 32 MIN
- World
A reserved GPU allocation can look remarkably stable from the customer side, even when important
- Aakruti Thakkar
- Long Read
- Digital Infrastructure
- 16 MIN
- World
The most consequential change inside an AI compute environment may arrive disguised as routine engineering
- Aakruti Thakkar
- Long Read
- Digital Infrastructure
- 23 MIN
- World
A new block of AI capacity can look finished long before its complete cooling path
- Aakruti Thakkar
- Long Read
- Neo Clouds
- 16 MIN
- World
There is a subtle change taking place beneath the visible race for faster artificial intelligence
- Kiara Mandavia
- Long Read
- Liquid & Immersion Cooling
- 14 MIN
- World
A coastline can look like an almost limitless heat sink until the first seawater sample
- Kiara Mandavia
- Long Read
- Data Centers
- 13 MIN
- World
A door can tell you more about a data center than a server specification sheet
- Mahek Mandavia
- Long Read
- AI & Machine Learning
- 14 MIN
- World
AI budgets can absorb infrastructure inefficiencies that token or request pricing does not directly reveal,
- Kiara Mandavia
- Long Read
- Sustainability
- 19 MIN
- North America
Water becomes difficult to discuss the moment a number leaves the engineering drawing and enters
- Kiara Mandavia
- Long Read
- Liquid & Immersion Cooling
- 23 MIN
- World
AI capacity can look available on paper while a less visible constraint develops underneath the
- Aakruti Thakkar
- Long Read
- Power & Energy Grid
- 16 MIN
- World
The first purchase order did not look unusual. A site operator needed a transformer for
- Kiara Mandavia
- Long Read
- AI & Machine Learning
- 15 MIN
- World
A trading desk can evaluate a server generation more meaningfully through the effect it has
- Kiara Mandavia
- Long Read
- AI & Machine Learning
- 23 MIN
- World
A workload can look remarkably portable from a software console, right up until someone asks
- Aakruti Thakkar
- Long Read
- AI & Machine Learning
- 20 MIN
- World
A late change rarely announces itself as a design problem. It usually arrives as a
- Mahek Mandavia
- Long Read
- Power & Energy Grid
- 16 MIN
- World
A large compute site no longer begins its relationship with the power system at the
- Kiara Mandavia
- Long Read
- Liquid & Immersion Cooling
- 17 MIN
- World
A liquid-cooled rack can look remarkably simple when its thermal path runs from silicon to
- Kiara Mandavia
- Long Read
- Neo Clouds
- 20 MIN
- World
The next GPU cluster does not arrive alone. It enters a cooling loop that already
- Mahek Mandavia
- Long Read
- Liquid & Immersion Cooling
- 16 MIN
- World
The Upgrade Begins Before the GPU Arrives The purchase order may describe processors, memory, interconnects,
- Aakruti Thakkar
- Long Read
- Digital Infrastructure
- 22 MIN
- World
An AI customer can reserve accelerators, network capacity, and storage without receiving a clear promise
- Aakruti Thakkar
- Long Read
- Neo Clouds
- 17 MIN
- World
AI infrastructure is entering a phase where the most expensive component is no longer necessarily
- Kiara Mandavia
- Long Read
- Digital Infrastructure
- 16 MIN
- World
A compute contract can appear complete while leaving one major operating boundary undefined. That boundary
- Aakruti Thakkar
- Long Read
- AI & Machine Learning
- 14 MIN
- APAC
A map of Southeast Asia can make the regional data center story look deceptively simple,
- Kiara Mandavia
- Long Read
- Liquid & Immersion Cooling
- 16 MIN
- World
A data center does not become obsolete only when its fans stop turning or its
- Kiara Mandavia
- Long Read
- AI & Machine Learning
- 20 MIN
- Europe
A quantum computer can sit inside an otherwise impressive computing environment and still fail for
- Mahek Mandavia
- Long Read
- Digital Infrastructure
- 27 MIN
- World
A compute contract can remain valid while the physical system beneath it becomes harder to
- Aakruti Thakkar
- Long Read
- Sustainability
- 16 MIN
- World
A cooling system can look stable from the outside while its most chemically important material
- Kiara Mandavia
- Long Read
- Neo Clouds
- 15 MIN
- World
A GPU price can fall on a website without the economics underneath it becoming cheaper.
- Kiara Mandavia
- Long Read
- Power & Energy Grid
- 19 MIN
- World
The Cluster Effect at the Substation Level ACA parcel can look electrically ready long before
- Mahek Mandavia
- Long Read
- Power & Energy Grid
- 14 MIN
- World
The most strategically relevant power site may not always be the one that still produces
- Kiara Mandavia
- Long Read
- Data Centers
- 16 MIN
- World
The most important change inside a telecom building may be the one that no longer
- Mahek Mandavia
- Long Read
- Neo Clouds
- 13 MIN
- World
An AI factory can reach an advanced stage of construction before its cooling system has
- Kiara Mandavia
- Long Read
- Power & Energy Grid
- 19 MIN
- World
The moment an AI deployment depends on a power architecture that has never operated at
- Mahek Mandavia
- Long Read
- Power & Energy Grid
- 18 MIN
- North America
In the early commercial Internet, some of the most strategically valuable locations were those that
- Kiara Mandavia
- Long Read
- Liquid & Immersion Cooling
- 21 MIN
- World
An immersion cooling system can change operators without moving a tank, server, pump, pipe, or
- Aakruti Thakkar
- Long Read
- Data Centers
- 14 MIN
- World
The most valuable part of a data center site can exist long before concrete reaches
- Kiara Mandavia
- Long Read
- Power & Energy Grid
- 18 MIN
- World
A procurement team can approve a data center because its proposed PUE fits neatly into
- Mahek Mandavia
- Long Read
- Neo Clouds
- 16 MIN
- World
The financing question around accelerated compute is moving away from whether the machines can generate
- Kiara Mandavia
- Long Read
- Data Centers
- 27 MIN
- World
A data center operating manual once served mainly as a practical reference for equipment, maintenance
- Aakruti Thakkar
- Long Read
- Power & Energy Grid
- 16 MIN
- World
A power quote can look complete while leaving the most consequential part of the calculation
- Kiara Mandavia
- Long Read
- Sustainability
- 15 MIN
- APAC
A construction pause can look uneventful from the outside, especially when no cranes move and
- Kiara Mandavia
- Long Read
- AI & Machine Learning
- 21 MIN
- World
A small configuration change can carry a large operational consequence. The change may start with
- Aakruti Thakkar
- Long Read
- Sustainability
- 15 MIN
- World
A green claim can survive a commissioning ceremony with almost no friction. The harder test
- Kiara Mandavia
- Long Read
- Data Centers
- 21 MIN
- World
There is a moment in electrical architecture when a familiar component stops solving the problem
- Kiara Mandavia
- Long Read
- Power & Energy Grid
- 19 MIN
- World
A training run rarely announces its most expensive failure when the damage begins, because the
- Mahek Mandavia
- Long Read
- Sustainability
- 16 MIN
- World
The bill for artificial intelligence rarely shows every physical cost behind the compute. Buyers see
- Aakruti Thakkar
- Long Read
- AI & Machine Learning
- 16 MIN
- North America
The most important change in AI infrastructure is not always visible from the outside of
- Kiara Mandavia
- Long Read
- Data Centers
- 14 MIN
- World
A project rarely reveals its real difficulty while drawings remain clean, assumptions stay neatly organized,
- Kiara Mandavia
- Long Read
- Neo Clouds
- 16 MIN
- World
A compute contract can appear precise while leaving one important question surprisingly open. The buyer
- Aakruti Thakkar
- Long Read
- Liquid & Immersion Cooling
- 19 MIN
- World
A data center does not experience a watt as an accounting unit. A processor consumes
- Mahek Mandavia
- Long Read
- Liquid & Immersion Cooling
- 19 MIN
- World
A cooling system can look complete on an engineering drawing while one critical component remains
- Aakruti Thakkar
- Long Read
- Data Centers
- 15 MIN
- World
The next generation of AI infrastructure will not necessarily begin where the last generation became
- Kiara Mandavia
- Long Read
- Liquid & Immersion Cooling
- 17 MIN
- World
A data hall can look remarkably healthy while already carrying the limitations that will decide
- Kiara Mandavia
- Long Read
- Data Centers
- 15 MIN
- World
A control room can look exactly the same on the day a machine begins making
- Mahek Mandavia
- Long Read
- Data Centers
- 32 MIN
- World
A server warranty can become much harder to interpret when the machine moves from air
- Aakruti Thakkar
- Long Read
- AI & Machine Learning
- 19 MIN
- World
A grounding system can look exceptionally orderly while behaving very differently once a high-density AI
- Kiara Mandavia
- Long Read
- Data Centers
- 16 MIN
- Europe
The Nordic data center market is entering a more demanding phase. Artificial intelligence is changing
- Aakruti Thakkar
- Long Read
- Power & Energy Grid
- 25 MIN
- World
A battery does not know whether the next electrical event matters more to the grid
- Kiara Mandavia
- Long Read
- Neo Clouds
- 16 MIN
- World
The first question at a new AI site is increasingly not which accelerator will fill
- Mahek Mandavia
- Long Read
- Power & Energy Grid
- 16 MIN
- World
A rendered campus can answer almost every question before anyone walks the ground, which is
- Kiara Mandavia
- Long Read
- Liquid & Immersion Cooling
- 18 MIN
- World
The cooling system can be perfectly engineered and still encounter a boundary it cannot redesign:
- Kiara Mandavia
- Long Read
- AI & Machine Learning
- 15 MIN
- World
A quantum workload can look like software from a distance, but its legal operating boundary
- Mahek Mandavia
- Long Read
- AI & Machine Learning
- 16 MIN
- World
AI infrastructure creates a peculiar measurement problem before it creates a technical one. A system
- Aakruti Thakkar
- Long Read
- Data Centers
- 16 MIN
- World
Copper rarely appears in the architectural drawings executives use to understand a data center, yet
- Kiara Mandavia
- Long Read
- AI & Machine Learning
- 18 MIN
- World
An AI campus can dominate a business announcement long before anyone knows whether construction can
- Aakruti Thakkar
- Long Read
- Data Centers
- 14 MIN
- World
A data center can become more difficult to expand when existing communications pathways lose the
- Kiara Mandavia
- Long Read
- AI & Machine Learning
- 15 MIN
- World
An AI campus can advance its electrical design substantially and still remain operationally unready because
- Mahek Mandavia
- Long Read
- Liquid & Immersion Cooling
- 18 MIN
- India
There is a point in every industrial transition when the most important opportunity stops looking
- Kiara Mandavia
- Long Read
- Data Centers
- 18 MIN
- World
Why AI Data Center Insurance Risk Is Different An insurance underwriter does not begin with
- Aakruti Thakkar
- Long Read
- Data Centers
- 13 MIN
- North America
The first thing a future AI campus encounters is not a power contract, a fiber
- Kiara Mandavia
- Long Read
- Sustainability
- 16 MIN
- APAC
Artificial intelligence does not leave the rack when a model finishes training. The electricity that
- Kiara Mandavia
- Long Read
- AI & Machine Learning
- 23 MIN
- World
A map can make an infrastructure strategy appear safer than it really is. Two distant
- Aakruti Thakkar
- Long Read
- AI & Machine Learning
- 19 MIN
- World
A module can leave a factory looking finished, documented, energized, and ready for shipment, yet
- Mahek Mandavia
- Long Read
- AI & Machine Learning
- 26 MIN
- World
When AI Infrastructure Fails Quietly: The Business Cost of Performance Degradation Without an Outage
The first sign of infrastructure trouble is not always an alarm. Sometimes, the workload simply
- Aakruti Thakkar
- Long Read
- AI & Machine Learning
- 15 MIN
- World
A building can look remarkably close to becoming an AI-ready data center while remaining fundamentally
- Mahek Mandavia
- Long Read
- AI & Machine Learning
- 17 MIN
- World
An AI system can appear ready to scale until its workload changes enough to expose
- Kiara Mandavia
- Long Read
- Power & Energy Grid
- 20 MIN
- India
The Power Problem Has Moved Beyond Generation A power project can exist on paper, a
- Kiara Mandavia
- Long Read
- Liquid & Immersion Cooling
- 16 MIN
- World
A thermal problem can arrive at the operations desk looking deceptively small, because a rack
- Mahek Mandavia
- Long Read
- AI & Machine Learning
- 16 MIN
- World
The Contract Can Become the Constraint A capacity contract can look sensible on the day
- Aakruti Thakkar
- Long Read
- AI & Machine Learning
- 16 MIN
- World
A training job does not need to crash to become less useful. It can remain
- Aakruti Thakkar
- Long Read
- Power & Energy Grid
- 17 MIN
- Europe
Denmark’s power story changed the moment the queue became harder to believe than the projects
- Kiara Mandavia
- Long Read
- Power & Energy Grid
- 16 MIN
- World
The most revealing sustainability problem in an AI environment may not appear where the sustainability
- Kiara Mandavia
- Long Read
- Power & Energy Grid
- 17 MIN
- World
In conventional backup architectures, a power failure often made the UPS the principal ride-through mechanism
- Mahek Mandavia
- Long Read
- Power & Energy Grid
- 12 MIN
- North America
The growing importance of large-load development is putting greater emphasis on how physical sites, electrical
- Kiara Mandavia
- Long Read
- Sustainability
- 19 MIN
- World
Water rarely announces itself as a constraint until the infrastructure depending on it can no
- Kiara Mandavia
- Long Read
- AI & Machine Learning
- 17 MIN
- World
An AI data center can outlive much of the technology installed inside it. The building,
- Aakruti Thakkar
