The Data Center Rundown
Today's top stories in Data Center

The Data Center Rundown

Sep 24, 2026

 
Infrastructure expansion and economics

OpenAI and Anthropic are planning significant data center expansions, seeking 20 to 30 megawatts each to support their increasing inference workloads as artificial intelligence demands grow.

Read at Data Center Dynamics→

A Brookings study estimates AI infrastructure build-out will cost $10 trillion, potentially leading to market correction due to extreme capital intensity.

Read at Bisnow→

 

Is the projected $10T AI infrastructure build-out cost sustainable without a market correction?

Data center announcements often cite reserved power capacity, with only a fraction indicating actual construction, impacting costs and financial commitments.

Read at Global Data Center Hub→

Analysis of Alberta's data center numbers reveals that a queue is not a pipeline, providing a deeper operational understanding beyond simple metrics.

Read at Data Center POST→

 

Artificial intelligence has shifted storage challenges to operational issues within data centers, requiring new approaches to infrastructure management.

Read at Data Center POST→

 
Hardware and networking efficiency

The adoption of 800 VDC architecture for AI infrastructure is being examined for its potential impact on data center efficiency, resilience, energy storage, and power distribution.

Read at Data Center Dynamics→

Optical frequency combs reduce power and cost in AI data centers by generating multiple wavelengths from a single laser, a critical advancement for scaling to higher wavelength counts per fiber.

Read at Data Center Knowledge→

The article questions whether in-line amplifiers in fiber optic networks are adequately prepared for the demands of artificial intelligence, given their lack of recent upgrades.

Read at Data Center Dynamics→

 
Energy procurement and sustainability

Analysis indicates that the most suitable renewable energy deals for data centers, while appearing inexpensive, can lead to increased exposure to price shocks, highlighting the importance of a well-matched clean power portfolio.

Read at Data Center Dynamics→

 

Should data centers avoid renewable energy deals that appear cheap on paper?

 
Regulatory oversight and constraints

Texas and California are implementing new restrictions on data center development due to public concerns about the impact of the artificial intelligence industry.

Read at Bisnow→

California is implementing stricter regulations for datacenters concerning their water usage and power consumption, aiming to improve environmental sustainability.

Read at The Register→

 

AI-scale data centers are expanding critical infrastructure, emphasizing the interconnectedness of power, storage, cooling, and controls for enhanced resilience.

Read at Data Center Frontier  →

 
Chatter
The view from Reddit
“Female CET's salary range?”

A female Critical Environment Technician with five years of experience and two promotions is expressing frustration over salary offers that do not match her current compensation, questioning potential biases in the industry.

Read at r/datacenter→

“My boss has gone AI insane”

A sysadmin expresses extreme frustration with their boss's unchecked enthusiasm for AI, citing examples of AI-generated tickets, software, decision-making, and even the proposal to upload their entire Terraform configuration to an AI for management.

Read at r/sysadmin→

 

Should bosses be limited in their adoption of AI tools without employee input?

“Time/workload pressure is forcing me to vibe code automations that I don't understand. What's the cleanest way to approach it?”

Overwhelmed by workload due to company downsizing, a sysadmin is resorting to using AI to generate automation scripts but fears hallucinated or destructive commands, seeking advice on how to safely approach this process beyond rigorous sandbox testing.

Read at r/sysadmin→

 

New Windows malware, CLOSEDQUORUM, utilizes artificial intelligence models to autonomously determine actions after a system compromise.

Read at The Register→

 

Should AI models be prohibited from autonomous decision-making in malware?

 

Public perception of data centers in America is becoming increasingly negative as awareness grows.

Read at The Register→

 

The article discusses methods to improve observability within data centers to better support artificial intelligence workloads and enterprise needs.

Read at The Register→

 

The feasibility of space-based data centers was discussed at the AI Infra Summit, highlighting both the potential benefits and significant challenges involved.

Read at Data Center Knowledge→

 

Rising drone threats necessitate layered defenses for data centers, incorporating physical hardening, detection systems, redundancy, and regulatory coordination for enhanced resilience.

Read at Data Center Knowledge→

 

Emerging offshore data center projects are exploring diverse paths for AI capacity, facing unresolved challenges in marine engineering, permitting, and environmental considerations.

Read at Data Center Frontier  →

 

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