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AI demand is so high, AWS customers are trying to buy out its entire capacity | Network World

Cisco: Latest news and insights 2026 network outage report and internet health check Selector targets the network visibility gap in multi-cloud infrastructure AI reshapes cybersecurity workforce priorities as IT teams brace for new risks Top network and data center events of 2026 How AI is transforming network incident response (and where it still falls short) Google opens TPUs to enterprises beyond its own cloud via Blackstone JV AI, cybersecurity skills top IT pay premiums Startup Bolt Graphics promises 5x performance over Nvidia’s best GPU Wireless security is a battle of AI vs. AI NetOps teams look to AI to automate Day 2 operations Digital twins reshape network and data center management Network outages, power failures strain data center resiliency Five takeaways from Cisco's blowout quarter and what it means to customers Cisco to cut nearly 4,000 jobs despite strong growth in AI, enterprise networking Startup SPAN teams with Nvidia to put data center nodes in your backyard Hard drive shortage affecting enterprise storage needs Wi-Fi 8 is closer than you think. Here’s what you need to know Cisco open-sources agentic AI security spec HPE revamps private cloud stack for enterprises rethinking VMware Versa takes aim at fragmented enterprise security with CSPM, orchestration update, and AI agent controls Red Hat opens Ansible to AI agents, within limits Red Hat offers endless Linux support — for a fee Red Hat: Sovereignty is more than just compliance Tech job postings hit three-year high as AI demand fuels hiring rebound HPE memory server targets compute-heavy and agentic AI workloads PCI group begins work on new spec to support bandwidth-hungry apps like AI, HPC Q&A: Quantum physicist Sonia Fernández-Vidal on why classical computing isn't going anywhere OpenAI-led consortium seeks to address AI processing bottlenecks AWS hit by US-East-1 outage after data center thermal event Gluware's Titan rises to meet Mythos network vulnerability challenge AMD launches AI-targeted PCIe cards for current servers Supply constraints, optical advances dominate Arista's Q1 Lumen advances cloud networking vision with $475M Alkira buy HPE bolsters autonomous network operations for Mist, Aruba Central Netskope launches AI agents for SOC and NOC automation Intel, behind in AI chips, bets on quantum and neuromorphic processors Switch storm coming: Gartner forecasts price hikes, long lead times for enterprise data center switches Extreme moves toward autonomous networking with advanced AI agent, management tools Broadcom bets big on VMware Cloud Foundation 9.1 IBM unveils its blueprint to help enterprises run AI at the core of their business Ruckus Networks on the move again, this time acquired by Belden for $1.85 billion AMD and Intel partner to deliver AI performance advancement Cisco grabs Astrix to secure AI agents Beyond the pitch: A look at Atlético Madrid's connected stadium StarlingX 12.0 is right on time for mixed-hardware edge deployments Cisco nerds out: May the Fourth be with your AI assistant Memory shortage and cost surge push enterprises toward the cloud Extreme Networks: Memory advantage, Wi-Fi 7 and competitive flux drive momentum Scenes from the great data center revolt Enterprise Spotlight: Transforming software development with AI When 170,000 people show up: Network refresh readies Churchill Downs for Kentucky Derby IT certification pay surges as noncertified skills slump HPE expands ProLiant line with rugged edge servers Deconstructing the data center: A massive (and massively liberating) project Cisco bolsters security, AI support in latest SD-WAN release The era of chatbot AIOps is fading as agentic AI gains traction Auvik bets agentic AI can fill the networking skills gap AI data flows force rethink of data center networking at Backblaze Nvidia's 'AI insurance policy' balances immediate and future AI approaches Cirrascale to offer on-prem Google Gemini models Space data-center news: Roundup of extraterrestrial AI endeavors Network jobs watch: Hiring, skills and certification trends Cisco switch aimed at building practical quantum networks How AI is changing copper, fiber networking Almost 40% of data center projects will be late this year, 2027 looks no better It’s the end of set-and-forget security Google bets on workload-specific TPUs with 8t and 8i launch SUSE bets automated migration can break VMware's grip on virtualization How Zero Networks is closing the network enforcement gap for AI agents Cloudflare wants to rebuild the network for the age of AI agents AI fuels wireless talent shortage Broadcom's Facebook friend will help train it to accelerate AI workloads Data centers are costing local governments billions Equinix offering targets automated AI-centric network operations AI shifts IT roles from operator to orchestrator IBM unveils security services for thwarting agentic attacks, automating threat assessment Maine to put brakes on big data centers as AI expansion collides with power limits Satellite backhaul service Globalstar has a new, rich owner amid challenging market conditions DNS security is often inadequate, and network engineers should get more involved Curious about quantum? Check out training options from ISC2, IBM, AWS and more Cisco just made moves to own the AI infrastructure stack Data centers are moving inland, away from some traditional locations Fixing encryption isn't enough. Quantum developments put focus on authentication Intel: Latest news and insights Linux 7.0 debuts with some big changes for networking Intel secures Google cloud and AI infrastructure deal OpenAI puts part of Stargate project on hold over runaway power costs Broadcom strikes chip deals with Google, Anthropic Cisco to acquire Galileo for AI observability Neoclouds gain momentum in a supply-constrained world Lumen: Upstream network visibility is enterprise security's new front line Yael Nardi joins Minimus as Chief Business Officer to head growth strategy Nvidia Rubin GPUs may be delayed, slowing the next phase of AI infrastructure What is AI networking? 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QuEra claims quantum error correction breakthrough with 2-to-1 qubit ratio
2026-04-30 · via AI demand is so high, AWS customers are trying to buy out its entire capacity | Network World

Quantum computers are prone to high error rates, so, to make qubits usable, a lot of redundancy is required. It typically takes hundreds—even thousands—of physical qubits to make one usable, “logical” qubit.

This has been a major obstacle to the development of practical quantum computers. If thousands of qubits are needed for a quantum computer to do anything useful, and it takes a thousand physical qubits to make one logical one, then we’re talking millions of qubits—and, today, the largest qubit array is just more than 6,000 qubits, and that was an experimental demonstration.

The largest general-purpose quantum computers today are IBM’s Condor, with 1,121 superconducting qubits, and Atom Computing’s AC1000 with more than 1,200 neutral atom qubits—and both counts are for physical qubits, not logical qubits.

Last week, quantum computing company QuEra published a paper showing that a logical qubit can be built with just two physical qubits. Neutral atom computers have two types of qubits—memory and computation—and these qubits can be moved from one mode to another. The two-to-one ratio is currently just for the memory qubits.

“The paper does not show—yet—that you can do operations on the qubit,” says Yuval Boger, chief commercial officer at QuEra Computing. “We’ve done it with other codes, but not this particular one. But without quantum memory, the quantum computer won’t work anyway.”

The same algorithm should also have a very significant improvement in error correction on the entangled computation side of the quantum computer as well, he adds. “But we haven’t published that result yet,” he says. “I’m sure that will be forthcoming.”

Like Atom Computing, QuEra makes a neutral atom quantum computer, and its Gemini model has 260 physical qubits and is commercially available.

“We’ve demonstrated a 3,000-qubit machine running continuously,” Boger adds.

That puts a usable quantum computer within sight, he says. “There is still work to be done. But it’s not years and years and years.”

The timeline has also been affected by recent changes in estimates as to how many qubits a quantum computer actually needs to be useful. For example, according to the latest Google research, it could take as few as 1,200 logical qubits for a quantum computer to break elliptic curve cryptography.

The QuEra announcement is also helping position neutral atoms as a viable alternative to the superconducting approach, such as the one used by IBM, says Holger Mueller, analyst at Constellation Research.

“It’s the race for error correction,” he says. The question is whether QuEra’s approach will be the one that works. “How good or record-breaking the result is remains to be seen,” Mueller says.

And the paper is focused on memory, he adds, though the company plans to use the same algorithm for other qubits. “So, it is a key report to keep the neutral atom technology and vendors viable,” he says.

According to Sridhar Tayur, professor of operations management at Carnegie Mellon University’s Tepper School of Business, there are four levels of quantum computing breakthroughs.

“There’s something on paper, then there’s something in a lab, like a proof of concept,” he says. “Then there’s a prototype at scale, and then there’s production scale.”

The QuEra announcement is just at the research paper level, he says. Many people see these theoretical results, and their minds immediately jump to commercial products, he says. “But it’s not like they even have a physical demonstration of this,” Tayur says.

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