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Cadence Unveils Maestro AI Models That Chipmakers Can Run In-House

Cadence Design Systems headquarters building in San Jose, California, photographed at dusk with its glass facade lit.

Cadence Design Systems on Monday launched Cadence Maestro, a portfolio of artificial intelligence models tuned specifically to help design computer chips, deepening its work with Nvidia and giving chipmakers an option they can run entirely inside their own data centers.

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SpaceX Locks In 40 Billion Dollar GPU Lease With Apollo as Musk Warns Neoclouds Face a Shakeout

Aerial photograph of the xAI Colossus data center in Memphis, surrounded by rows of cooling and power equipment.

SpaceX has signed a binding commitment for roughly 40 billion dollars in financing for AI chips and related data center equipment, the company disclosed in a regulatory filing on Monday. SpaceX called it the "largest committed GPU financing," and it gives the company a new way to fund its AI buildout without relying solely on traditional debt markets.

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SWI Compute Emerges From Stealth to Build NVIDIA AI Factories Across Europe

Aerial photograph of the Varde Innovation Campus data center buildings in Denmark, surrounded by farmland with an electricity substation in the foreground.

SWI Compute emerged from stealth on Monday to build and operate NVIDIA AI factories, launching first in Europe on a power base its parent has spent six years assembling. The company, part of Euronext Amsterdam-listed SWI Group, says it is backed by 3.6 gigawatts of power capacity secured across Europe and the United States, became a Preferred NVIDIA Cloud Partner in August, has ordered approximately 1 billion dollars of NVIDIA systems, and has finalized contracts with its first customers.

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GMO CEO Admits Security Warnings Were Handled Too Slowly After Trading Cloud Breach Hits 26,739 Servers

The GMO Internet Tower in Tokyo, headquarters of GMO Internet Group, photographed against a clear blue sky.

Japan's GMO Internet Group is facing hard questions about its own security process after hackers breached its Onamae.com Desktop Cloud, a Windows virtual server service that foreign-exchange traders use to run automated trading programs around the clock. On October 25, group founder and chief executive Masatoshi Kumagai acknowledged that in-house security specialists had identified weaknesses in the service before the intrusion, but that the response lacked sufficient speed and depth.

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Nvidia Floats About 2,000 Dollars Per GPU Per Year for Software That Runs AI Agents

Rows of Nvidia DGX AI server systems installed in a data center aisle.

Nvidia has put a rough price on the software layer it wants to sell on top of its AI hardware: about 2,000 dollars per GPU per year for the software that runs AI agents on what the company calls AI factories. Chief executive Jensen Huang floated the figure at GTC Berlin on October 22, saying software licensing will become an increasingly major part of the company's business, with the agent software licensed, in his example, at roughly that rate per GPU annually.

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RBI Opens Tier IV Data Centre and Cybersecurity Institute in Bhubaneswar

The Reserve Bank of India regional office building in Chennai, with the bank's name above its stone entrance.

The Reserve Bank of India will inaugurate its new Data Centre and Cybersecurity Training Institute in Bhubaneswar, Odisha, today, Sunday, October 25, with Prime Minister Narendra Modi scheduled to open the facilities at around 4:45 p.m. and address the gathering. The Prime Minister's Office announced the programme on October 24, framing the complex as a step to strengthen the technological foundations of India's financial system.

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BlackX UEFI Bootkit Bypasses Secure Boot on Fully Patched Windows Systems

Close-up photograph of an MXIC BIOS chip on a green ThinkPad X220 motherboard.

A new UEFI bootkit called BlackX has been used in a cyberespionage campaign against diplomatic agencies in Central Asia, exploiting an old Secure Boot bypass on machines that were, by the usual measure, fully patched. Kaspersky researchers published their analysis on October 22, saying they identified the attack in early 2026 against diplomatic agencies in Tajikistan, Uzbekistan and Turkmenistan, and attributed it to the China-linked group APT41 with medium confidence. BleepingComputer and The Hacker News reported the findings this week.

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Microsoft Details LiteLLM Supply-Chain Attack That Stole Credentials at Python Startup

Rows of tower servers with blue indicator lights on shelves in the BalticServers server room.

Microsoft Threat Intelligence has published a detailed breakdown of the compromised LiteLLM 1.107.0 release, and its central warning is uncomfortable for any team running Python: the malicious code did not wait for an application to use LiteLLM. Starting Python in an affected environment could be enough to run it.

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CISA Orders Urgent Fix for Actively Exploited Collabora and Arista VeloCloud Flaws

Rows of rack-mounted servers and network patch panels in a data center with a raised tile floor.

The U.S. Cybersecurity and Infrastructure Security Agency (CISA) on Friday added two critical vulnerabilities to its Known Exploited Vulnerabilities (KEV) catalog, citing active exploitation in the wild and giving Federal Civilian Executive Branch agencies until October 26, 2026 to apply the fixes. The short deadline underscores how urgently administrators should treat both flaws, even outside the federal government.

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PwC Confirms Cybersecurity Incident at Vendor Hosting Employee Learning Records

The entrance to PwC offices at 1 Embankment Place in London, with the PwC logo on the wall beside the revolving doors.

PwC said on Friday that it was aware of a cybersecurity incident involving a third-party vendor used to host the firm's employee learning records, a day after a cyber extortion group claimed to have stolen 590 gigabytes of company data. The confirmation, reported by Reuters on October 23, makes PwC the latest large enterprise to face an extortion threat that began not in its own network, but in a supplier's system.

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