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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 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 QuEra claims quantum error correction breakthrough with 2-to-1 qubit ratio 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? 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Cisco nerds out: May the Fourth be with your AI assistant
2026-05-04 · via AI demand is so high, AWS customers are trying to buy out its entire capacity | Network World

Your local Cisco AI Assistant just got a little Jedi training.

Cisco is looking to make the most of the unofficial Star Wars Day with a May the Fourth Be With You release of what it calls Galaxy Mode for its AI Assistant, which, on this planet anyway, is aimed at helping IT teams operate, troubleshoot, and secure their networks more efficiently with as little laser blaster use as possible.

Specifically, Galaxy Mode is a new release of AI Assistant for Meraki or Thousand Eyes customers that is only available until June 4. Other new features will be available after that date, but Galaxy Mode will not.

Galaxy Mode brings the Star Wars treatment to the logon screens of Meraki and Thousand Eyes management products. Starfield flows behind the initial prompt, echoing the beginning of all Star Wars movies. And then there’s the voice: “Down, the network is. Check the logs, you must.

After that, there are a number of concealed Easter Eggs that Cisco execs say will brighten your Star Wars Day as well as solve some real issues. “Hidden, the surprises are. Find them, you must,” Cisco stated.

One of the more important new features is support for what Cisco calls Deep Reasoning. While current AI assistants can monitor events in the network, Deep Reasoning interprets them and can bring rapid AI analysis for security audits and planning tasks, Aruna Ravichandran, senior vice president of marketing for Cisco AI networking and collaboration, told Network World.

Deep Reasoning, which is still in beta, lets the AI Assistant quickly analyze network security compliance, providing insights and recommendations as well as expediting responses to emerging threats, Ravichandran said. 

Cisco previewed some capabilities of Deep Reasoning in conjunction with its Deep Network Model announcement in June 2025, saying it could help analyze network diagnostics and examine problem symptoms to provide insight that might be missed by human eyes. “Although generative AI is still a young technology that can make mistakes, expert-level IT professionals are well-equipped to evaluate the output for accuracy and detect hallucinations,” Cisco wrote in a blog last year.

“Deep Reasoning tracks signals across domains the way a veteran engineer does, sensing how a misconfigured policy in one corner sends ripples three hops away, watching for the cascade before it cascades. And it shows its work—the chain of reasoning is visible, so your team can see why it reached the conclusion it did. It senses the disturbance before the disturbance becomes a war room,” Cisco executives said in a preview of the Galaxy release. 

Another feature helps users automatically generate agentic workflows. Agentic Workflows is a cross-domain, low-code/no-code automation tool built directly into the Meraki Dashboard, according to Ravichandran.

“Starting today, you can now describe what you want to the AI Assistant the way you would describe it to a colleague at a whiteboard. The system listens, drafts a plan, hands it back for your approval, and then builds the workflow for you, executable within the AI Assistant. Auditable, deterministic, reusable, and yours to refine. Use the words, build the thing. Intent becomes execution. Automatically,” Cisco stated.

“Customers can simply ask AI Assistant, ‘Can you generate workflow to expand the DHCP pool for my network?’ Agentic workflows are something we’ve had for a while, but now all of this is accessible through AI Assistant. And each time we keep adding more and more capability to the system, one of the things we’ve really heard from our customers is, ‘How can I create workflows for myself? How can I use it to contextualize what’s my environment?’ So this is something that people have been asking for and we’re excited to showcase,” Ravichandran said.

The last two features available in Galaxy Mode make spotting and fixing network problems easier. 

“Picture the long arc from ‘something is wrong’ to ‘something is fixed’ collapsing into a single conversation. No tab graveyards. No copy-pasting MAC addresses between tools. The path from alert to resolution travels through one window, with the AI Assistant walking beside you—pointing, narrating, suggesting, and when you give the nod, executing. Your co-pilot has the star map memorized,” Ravichandran wrote in a blog about the release.

Features such as AI RRM, packet capture, packet analysis, and config recommendations “have been quietly powerful inside the platform—but for a lot of teams, they have been buried one menu too deep to find on a busy Wednesday. AI Assistant pulls them up to eye level—all activated by simply asking the Assistant,” Ravichandran wrote. “Hidden firepower, finally in the open.”

Upcoming announcements from Cisco Live will expand these features further, according to Cisco.

Now let’s just hope there’s no Revenge of the Fifth.

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