惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

N
Netflix TechBlog - Medium
罗磊的独立博客
H
Help Net Security
I
Intezer
G
Google Developers Blog
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
T
Troy Hunt's Blog
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
U
Unit 42
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
N
News and Events Feed by Topic
J
Java Code Geeks
S
Security Affairs
T
The Blog of Author Tim Ferriss
Recent Commits to openclaw:main
Recent Commits to openclaw:main
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
D
Docker
The GitHub Blog
The GitHub Blog
F
Full Disclosure
N
News and Events Feed by Topic
Webroot Blog
Webroot Blog
S
Security @ Cisco Blogs
腾讯CDC
人人都是产品经理
人人都是产品经理
M
MIT News - Artificial intelligence
Blog — PlanetScale
Blog — PlanetScale
T
Threatpost
D
DataBreaches.Net
Recent Announcements
Recent Announcements
博客园 - 三生石上(FineUI控件)
MongoDB | Blog
MongoDB | Blog
博客园 - 【当耐特】
L
LINUX DO - 最新话题
Google Online Security Blog
Google Online Security Blog
S
Schneier on Security
S
Securelist
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
Help Net Security
Help Net Security
P
Proofpoint News Feed
Project Zero
Project Zero
S
SegmentFault 最新的问题
H
Hackread – Cybersecurity News, Data Breaches, AI and More
MyScale Blog
MyScale Blog
Google DeepMind News
Google DeepMind News
宝玉的分享
宝玉的分享
Y
Y Combinator Blog
C
CXSECURITY Database RSS Feed - CXSecurity.com
博客园 - 叶小钗

The Register - Special Features

23andMe inherits lawsuit over 'disturbing' DNA data breach Troops’ phones gave away location data to foreign adversaries Qualcomm picks bad time to pitch a $300 laptop platform AI agents get their own phone directory built atop DNS Carnival confirms ShinyHunters cruised off with 6M customer records after April breach Google engineer accused of turning Year in Search secrets into Polymarket payday Are we human? India's cyber agency sets clock at 12 hours to tackle exploited bugs as AI turns up the heat Broadcom gets early start on WiFi 8 with next-gen wireless routing kit Are we human? Microsoft Excel champ proves he still has the formula Anthropic co-founder hallucinates ghost in the machine Anthropic co-founder hallucinates ghost in the machine NASA plans Moon Base buildout with rovers, drones, cargo landers MyPillow must decide whether to be firm or soft as ransomware crims demand pay Starship shows it can deploy satellites, but Moon mission clock still ticks Huawei's chip law looks less like Moore and more like marketing Experts pour cold borscht on Farage's Russian hack claim Logitech unveils a cushioned mouse for all-day use AI eyes scanning for bugs create a worrisome Linux security trend A Russian speaker and jailbroken Gemini went on a hacking spree and emptied at least one MAGA victim's crypto wallets Media giant settles for $930k amid user-snooping allegations AT&T sues to ditch Cali copper phone lines to save billions FBI warns of Kali365 as device code phishing soars Techie claims Trump Mobile website was leaking thousands of people's data BOFH: Vibe-coded solutions arrive for problems nobody has Dems slam Trump for making cybersecurity hold out the tin cup while splurging on ballroom and Jan. 6 'slush fund' Google explains how it will infuse ads into AI answers AI is getting pricey, but relief is coming, but not for you Deus ex machina: Half of US Christians trust AI's spiritual advice Attackers spill plaintext passwords of 46k Myspace93 users after 2021 breach Apple adds AI smarts to Voice Control, VoiceOver and Magnifier ahead of Accessibility Day Microsoft open-sources agentic AI safety tools OpenAI wants upfront cash for guaranteed AI capacity Fedora: Microsoft is all aboard, but Deepin is dumped Bye-bye, Gemini CLI; Google nudges devs toward Antigravity Plex appeal fades as Lifetime Pass jumps to $750 AI sackings reach New Zealand, which will use it to eject 14 percent of government staff Anthropic’s Stainless steal tightens grip on AI dev tooling Are we human? Google touts tokenmaxxing, huge capex, and AI agents at I/O America's top cyber-defense agency left a GitHub repo open with with passwords, keys, tokens – and incredibly obvious filenames America's top cyber-defense agency left a GitHub repo open with passwords, keys, tokens – and incredibly obvious filenames Shadow AI invades the workplace, up 4x in the last year Microsoft refreshes Surface for Business lineup, starts AI PC upsell at $1,499 Broadcom finds a VMware customer willing to stick around: London Stock Exchange 468k records allegedly stolen from Portugal’s postal carrier Baidu says the quiet part out loud – you can’t build AI infrastructure, so clouds can cash in Shai-Hulud copycat worm infects yet another npm package Uncle Sam's next big super might not use GPUs Are we human? Datacenters slurping up so much juice they boosted prices 75% in largest US energy market MPs want social media treated more like unsafe toys than harmless apps Cerebras’ wafer-scale AI bet delivers blockbuster IPO Nobody believes the 'criminals and scumbags' who hacked Canvas really deleted stolen student data Anthropic tosses agents into the API billing pool Jen Easterly, cybersecurity's 'relentless optimist,' hopes feds come back to RSAC next year Jen Easterly, cybersecurity's 'relentless optimist' Smooth criminals talking their way into cloud environments, Google says Voice phishing skyrockets as smooth crims talk their way in RSAC 2026: Uncle Sam backs out, AI agents everywhere RSAC 2026: Uncle Sam backs out, AI agents everywhere Decoding Nvidia's Groq-powered LPX and the rest of its new rack systems A closer look at Nvidia's Groq-powered LPX rack systems Nvidia slaps $20B Groq tech into massive new LPX racks to speed AI response time Nvidia slaps Groq into new LPX racks for faster AI response AI Burning Man happens next week – what to expect at Nvidia GTC 2026 Nvidia GTC 2026: What to expect at AI Burning Man Unaccounted-for AI agents are being handed wide access Unaccounted-for AI agents are being handed wide access Google to foist Gemini pane on Chrome users Google to foist Gemini pane on Chrome users Yes, you can build an AI agent – here's how, using LangFlow How to build an AI agent using LangFlow Clawdbot becomes Moltbot, but can’t shed security concerns Clawdbot becomes Moltbot, but can’t shed security concerns Gartner questions if Salesforce AI will stay all-you-can-eat Gartner questions if Salesforce AI will stay all-you-can-eat Claude supports MCP Apps, presents UI within chat window Claude supports MCP Apps, presents UI within chat window Cursor is better at marketing than coding Cursor is better at marketing than coding Feds skipping infosec industry's biggest conference, RSAC AI is rewriting how power flows through the datacenter All aglow about DCs, investors launch $300M at microreactor startup Radiant bags $300M-plus to commercialize its microreactors Why do bit barns keep bumping up our bills, Senators ask DC operators Senate trio questions DC operators over rising energy costs Building the AI factory datacenter Delays? What delays? Oracle insists its $300B cloud contract with OpenAI is on track Oracle insists its $300B contract with OpenAI is on schedule Salesforce willing to lose money on AI to lock in customers Salesforce willing to lose money on AI to lock in customers Galactic Brain space datacenter coming in 2027, pledges startup Aetherflux Galactic Brain space datacenter promised in 2027 Activist groups urge Congress to pause datacenter buildouts Activist groups urge Congress to pause datacenter buildouts Bezos-backed Unconventional AI addresses datacenter power Bezos-backed Unconventional AI addresses datacenter power AWS re:Invent keynote: Matt Garman bores, then thrills
AI datacenter boom collides with US grid reality
Brandon Vigliarolo · 2026-05-23 · via The Register - Special Features

Power grid operators and datacenter developers in the United States are in a bind, and energy analysts can't see an easy way out. 

The American power grid is old, outdated, and in desperate need of upgrades. Add in a growing number of gigawatt-scale AI datacenters demanding stable access to power that doesn’t disrupt service-level uptime agreements and things start to look even worse

Energy costs have already skyrocketed in the nation's largest energy market mainly thanks to the bit barn bonanza, leading to a new chorus of calls for datacenters to bring their own power generation if they want reliable supplies not bound by grid constraints. 

REG AD

According to energy analysts at Wood Mackenzie, datacenter operators have a choice to make, and neither option is great. 

REG AD

They can wait the five to 10 years it’ll take for grid operators to upgrade their transmission and generation capabilities to account for their demands. 

Or they can accept deals with power companies that supply them with power but require curtailment during peak loads, and then install their own on-site power generation to make up the difference. This is the far riskier option, but it’s one that many operators are going with. 

“With more than 90 GW of collocated generation in US interconnection pipelines, it is clear that the need to scale up at speed has sent many data centre developers down the riskier path,” WoodMac explained in the report. “Collocating volatile AI workloads with power generation has scarce precedent, though, and is far more difficult than most in the industry understand.” 

What the grid wants, the grid gets

Many datacenter operators are only thinking about generator megawatts, say the analysts, leaving engineers frustrated at having to explain the technical complexities of building colocated power generators. Multiple grid operators have passed rules that, as key stakeholders understand them, could give utilities priority rights over colocated power generators during shortages, potentially forcing datacenters to reduce demand while supplying power back to the grid, WoodMac said.

“This effectively makes the model unworkable,” the analysts said. “Few data centre developers would invest in baseload generation if it could not be utilised when it was most needed.”

Near-instantaneous swings in AI power demand can damage reciprocating engines and gas turbines, while batteries may not respond fast enough to every spike and can degrade over time. The rapidly fluctuating power demanded by hyperscale AI datacenters could even damage the grid itself.

“These loads can also cause sub-synchronous oscillations, which pose fundamental stability risk to not only local generators but also to distant ones on the transmission system,” the analysts note. “Technology providers are only beginning to come to terms with this challenge, the mitigation of which is site specific, making solutions hard to scale.” 

REG AD

In other words, on-site generation might solve one problem while introducing a whole host of new issues. 

“While hyperscalers are likely to successfully operationalise some projects with collocated resources, it will come at considerable cost,” the report concludes. “This cost, along with the technical risk and project-specific mitigation required, will prevent collocation from emerging as a scalable model.”

So, what’s the alternative? Well, building out the grid, obviously. WoodMac said that grid operators largely don’t consider conditional interconnection with curtailment requirements to be a long-term solution, and are all investing billions in modernization. But those modernization initiatives are going to hit everyone in the wallet. 

Improving grids to serve AI datacenters “has profound implications for affordability … regional network upgrades necessary to support local large-load connections will be spread among all ratepayers,” WoodMac said. “This may trigger a political outcry.” 

Rates are already increasing across the US, said Ben Hertz-Shargel, WoodMac's global head of grid transformation and large loads, and no presidential decree can slow that down.

"As the data center buildout eclipses existing utility capacity and more infrastructure must be built, we'll see that increasingly become a driver of customer rates," Hertz-Shargel told us in an email. 

The study doesn’t present a solution for the current situation, forecasting uncertainty as grid operators hurry to come up with some solution, as datacenter operators’ plans blow past their ability to meet demand. Hertz-Shargel didn't have much comfort to offer here, either. 

"With utilities and grid operators reforming their load interconnection processes, we're likely to see more capacity made available through utilities," Hertz-Shargel said. Not everyone is going to be able to secure that utility capacity, though, and the organizations that are left out will be stuck with the same choice: Wait for the grid to catch up, or rely on colocated generation and conditional grid connection deals, Hertz-Shargel explained. 

REG AD

"When the current wave of transmission capacity completes, though, the industry will be in a position for quick acceleration," Hertz-Shargel added – as long as the numbers continue to work out. "That presumes that investors like what they see in terms of AI's return on investment by that time, however, and remain comfortable deploying massive capital into digital infrastructure."

That's far from a sure thing at this point. 

The only thing that the report sees for certain in the current situation is a quick division into winners and losers in the AI race. Big players who are able to absorb the costs will emerge as victors. 

“The challenges facing [energy] collocation are surmountable for the most experienced and deep-pocketed developers,” Wood Mackenzie said. “Companies capable of operating reliably without firm grid service will be able to scale their AI business faster than others, positioning them to outcompete.”

In other words, expect the big guns to further entrench their dominance as the little guys are starved to death or are gobbled up by the competition. There’s nothing like the American dream, eh? ®