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

博客园_首页
T
Threat Research - Cisco Blogs
GbyAI
GbyAI
Y
Y Combinator Blog
美团技术团队
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
博客园 - 【当耐特】
S
SegmentFault 最新的问题
IT之家
IT之家
Recent Announcements
Recent Announcements
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
阮一峰的网络日志
阮一峰的网络日志
T
The Blog of Author Tim Ferriss
Martin Fowler
Martin Fowler
Microsoft Azure Blog
Microsoft Azure Blog
V
Visual Studio Blog
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
U
Unit 42
WordPress大学
WordPress大学
博客园 - Franky
L
LangChain Blog
人人都是产品经理
人人都是产品经理
小众软件
小众软件
博客园 - 叶小钗
罗磊的独立博客
酷 壳 – CoolShell
酷 壳 – CoolShell
大猫的无限游戏
大猫的无限游戏
云风的 BLOG
云风的 BLOG
Vercel News
Vercel News
雷峰网
雷峰网
腾讯CDC
Google DeepMind News
Google DeepMind News
博客园 - 三生石上(FineUI控件)
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
Help Net Security
Help Net Security
C
Check Point Blog
Hacker News - Newest:
Hacker News - Newest: "LLM"
N
News and Events Feed by Topic
V2EX - 技术
V2EX - 技术
Application and Cybersecurity Blog
Application and Cybersecurity Blog
Schneier on Security
Schneier on Security
博客园 - 聂微东
A
Arctic Wolf
H
Heimdal Security Blog
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
Recent Commits to openclaw:main
Recent Commits to openclaw:main
T
The Exploit Database - CXSecurity.com
C
Cyber Attacks, Cyber Crime and Cyber Security
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
Google DeepMind News
Google DeepMind News

Latest from Tom's Hardware in News

Analytics group signals possible delays at 40% of AI data center construction sites — companies deny schedule holdups, but satellite imagery indicates otherwise Intel hires tenured Samsung exec to lead Foundry Services — signals company focus on winning business from potential Foundry suitors Elon Musk pushing forward with Terafab at Microsoft's April patch puts Windows domain controllers into reboot loops — third known issue from KB5082063… AMD Ryzen 9 9950X3D2 appears on Amazon with $1,000 pre-order price — AMD confirms recommended pricing is still set… AMD's market cap hits all-time high, Intel hits 25-year high on Agentic AI's insatiable demand for CPUs Meta raising Quest headset prices due to AI-driven RAM shortage — Quest 3 to cost $600, Quest 3S $350 from April… Elegoo announces the Jupiter 2 resin 3D printer for $949, early bird price of $849 — new model offers massive print volume but is still physically smaller than previous models Pragmata PC performance tested: 18 GPUs take us to the Moon Chinese fabs import record volumes of US chipmaking equipment via Singapore and Malaysia — homegrown tool makers booked record 2025 revenues as price competition squeezes margins US appeals court restarts $3 billion patent infringement lawsuit against Intel — VLSI case from 2017 returns after… Two US citizens get combined 16 years in prison for running North Korean laptop farms — fake remote IT work scheme netted DPRK $5 million in around three years Intel launches Wildcat Lake as Core Series 3 for value laptops and edge systems — six consumer SKUs built on 18A promise Legendary Qualcomm, Apple, and Nuvia alumni form new CPU startup — Nuvacore promises to Bambu updates its 3D printers to print unique hues or gradients using two or three filaments — company acknowledges OrcaSlicer-FullSpectrum fork as the basis for the color prediction part of the new feature Broadcom to supply Meta with custom silicon through 2029 — Broadom CEO Hock Tan departs Meta Anonymous perps behind 86 million files scraped from Spotify hit with $322 million court judgement — Anna Non-functioning counterfeit Samsung 990 Pro SSDs are circulating in Europe — Despite convincing packaging, blue… Oklahoma farmer arrested and jailed for trespassing during AI data center town hall — removed by officers after going a few seconds over allotted speaking time, trying to hand paperwork to counselors Virginia voter support for new data centers collapses from 69% in 2023 to 35% in new poll — Multi-gigawatt, 37-building Digital Gateway project abandoned Struggling shoemaker and apparel brand Albird pivots to AI data centers, stock jumps 580% in a single day — sells core business and leveraging $50 million in financing to become a GPU-as-a-Service and AI cloud solutions provider IPv6 usage reaches historic 50% across Google services, matching IPv4 — increased usage eases pressure on the IPv4 address market as 'new' protocol designed in 1998 finally hits its stride Engineer open-sources DIY radar system that's 95% cheaper than $250,000 commercial offerings, has 20 kilometer range — Moroccan engineer designs Aeris-10 radar, shares it on GitHub Elon Musk demonstrates first sample of Tesla AI5 processor, accidentally thanks TSC rather than TSMC  — claims 40X performance boost over the predecessor Valve might be adding a 30-day price tracker to Steam — feature is already available in some EU countries to spoof… Memory cards and flash drives prices rocket 124%, some products peak at 261% jump — increases from 2025 driven by AI chip shortage across a range of formats and capacities Netgear secures conditional approval from the FCC following router ban — company can continue importing foreign-made routers through October 2027 China tests deep-sea electro-hydrostatic actuator that can cut undersea cables at a depth of 3,500 meters — state hails successful trial and hints at deployment readiness Iran reportedly bought an in-orbit Chinese satellite to target US military sites in the Middle East — purchase agreement included ongoing ground control services based in China Our lifestyle tech colleagues at Tom's Guide have overhauled their site for smarter shopping — more video and access to experts make it 'the biggest relaunch in our history' Alienware's new OLED monitor disrupts the market at just $350, features a 27-inch 240 Hz panel — The 'AW2726DM' is limited to 200 nits, but comes with a 3-year warranty Nvidia releases open AI models for quantum computing tasks — 'Ising' said to be 2.5x faster and 3x more accurate than existing tools for decoding Sony launches 720 Hz dual-mode OLED QHD gaming monitor — 27-inch Inzone M10S II is aimed at hardcore eSports… Intel Nvidia quashes rumor it’s planning to purchase a major PC manufacturer — says that it’s ‘not engaged in discussions to acquire any PC maker’ China News outlets are blocking Wayback Machine from archiving their pages — 23 outlets concerned AI companies might abuse fair use and use it to train their models Mark Zuckerberg reportedly working on AI clone of himself — Meta insiders claim 3D photoreal animated Zuck will be able to engage with employees on his behalf Veteran Windows dev shows off AI running on 47-year-old PDP11 with 6 MHz CPU and 64KB of RAM — 'gloriously absurd' project runs transformer model written in PDP-11 assembly language Half of all US employees now use artificial intelligence at work, crossing landmark threshold for first time — Gallup data shows daily and weekly usage hitting all-time high of 28% in Q1 2026, with 65% feeling positive about its impact on productivity China has spent 3.6 times more than the US on chipmaking subsidies over the past decade — $142 billion and counting, easily outweighs CHIPS Act FAA approves military use of drone-killing laser weapons in US airspace — decision comes after it was decided ‘systems do not present an increased risk to the flying public’ Nvidia says AI cuts 10-month, eight-engineer GPU design task to overnight job — company is still 'a long way' from AI designing chips without human input Small Missouri town ousts half its city council after $6 billion AI data center approval — petition calls for mayor's removal as frustration (and violence) over AI data centers mounts New tech can see a CPU's transistors in action — terahertz radiation can potentially steal data as a chip is… Intel's Nova Lake CPUs gear up to seize AMD’s 3D V-Cache gaming throne — early leak points to up to 52 cores, blazing DDR5-8000 support, and massive 175W TDP NZXT to cough up $3.45 million over 'predatory' Flex PC rental scheme in RICO class-action settlement — in-debt customers to get up to $5,000 of relief, eligible renters to be granted ownership Bulbous 15x fan PC case side panel dubbed the ‘Superdome’ lowers temps by 20 degrees —  $600 worth of Noctua fans arrayed in 3D-printed structure Approvals for Nvidia and AMD AI chip exports to China stall under government bottleneck —  20% staff turnover… 'CopprLink' destroys every eGPU standard in new test, achieves near-native-level performance with an RTX 5090 — setup requires $2,300 worth of additional hardware Website backup crippled by 1.6MB Friends GIF that was replicated 246,173 times, breaking Linux's EXT4 filesystem limit — Jennifer Aniston's 'happy dance' animation ate up 377 gigabytes of data due to security policy Lenovo hikes Legion Go 2 handheld gaming PC to almost $3,000 for 2 TB model — Handheld now costs more than AMD's Strix Halo devices despite relatively weaker Z2 Extreme chip Iran's forced nationwide internet blackout becomes second-longest on record as it passes 1,000 hours offline — possessing Starlink terminals punishable by death, country using 'military-grade jamming' against service Tiny 3-inch cube PCs bring a splash of color to the passive PC market with red, orange, green and blue options — Intel Twin Lake-powered Kubb Mini PCs start at $500 Veteran Microsoft engineer says original Task Manager was only 80KB so it could run smoothly on 90s computers — original utility used a smart technique to determine whether it was the only running instance Tech enthusiast gets Doom to run on a 40-year-old printer controller — ancient Agfa Compugraphic 9000PS came with a Motorola 68020 onboard for fast processing Startup secures $30 million contract to 3D print jet engines for the USAF — company to test and develop small… Linux 7.0 enables three new AI-specific keys for keyboards, an apparent expansion beyond the Copilot key — Google… $27 platypus PCIe adapter converts half-height GPUs into full-height while adding two M.2 slots for SSDs — enthusiast demos low-profile RTX 4060 with two SSDs thanks to PCIe bifurcation South Korea’s telecom giants surprise 7 million users with unlimited, universal internet — net access declared a 'basic telecommunications right,' 400 Kbps data after monthly plans run out Valve engineer shocks Linux community with game-changing VRAM hack for 8GB GPUs — breakthrough solution turbocharges gaming by prioritizing VRAM for games while background tasks take a back seat Rockstar Games confirms it was hacked by malicious group — 'ShinyHunters' takes credit, gives until April 14 to pay ransom or it will release confidential data Denuvo properly cracked in Resident Evil: Requiem, bypasses become plug-and-play — cracked version runs faster,… Chinese Nvidia Cloud Partner procured 300 servers with banned AI GPUs worth $92 million — shares of data center supplier Sharetronic plummet following Super Micro smuggling arrest Original Apollo 11 code open-sourced by NASA — original Command Module and Lunar Module code repos are now public… Garage sale haul finds 2013 'trash can' Mac Pro nestled inside 2010 Mac Pro enclosure — Mac Pro inception still needs some work to get running Benchmarking Nvidia's RTX Neural Texture Compression tech that can reduce VRAM usage by over 80% FAA courts gamers to become air traffic controllers — boasts $155k average annual salary after three years as the… Clippy, Microsoft’s hapless Office assistant, was retired 25 years ago today — its irritating spirit lives… Two manufacturers commit to keep Blu-ray alive after others quit manufacturing — Verbatim and I-O Data extend… MacBook user explains why he files the sharp metal edges off his Apple laptops — unibody design facilitates a… Tests show $30,000 AI GPUs are terrible password crackers — RTX 5090 gaming GPU outperforms Nvidia H200 and AMD… Microsoft simplifies Windows Insider program — fewer channels, and switching without wiping your device HWMonitor and CPU-Z developer CPUID breached by unknown attackers — cyberattack forced users to download malware… Framework founder says that ‘personal computing as we know it is dead’ — vows to keep building ‘computers that you can own at the deepest level’ French government says it's ditching Windows for Linux — country accelerates plans to ditch US-based software… Vdura hikes its enterprise SSD pricing, now costs 22.6x more than hard drives — the price of a 30TB SSD has… 30 years of Lexar: What a look inside its R&D labs and factory reveals about its plans for an AI-ready future Embattled streamer goes viral after playing Red Dead Redemption 2 at 4 FPS — ‘i5-8300H and a 1050ti with 4GB’ setup takes 12 hours to play through the first chapter, would make the game 471 hours long After jumping 2,200% over the last twelve months, DDR4 spot prices fall 5%, the first decline in nearly a year — DDR5 pricing sees some relief in China channel market US cybersecurity agency issues an urgent alert as Iranian hackers attack critical infrastructure — CISA guidance warns organizations to immediately shield certain programmable logic controllers from the internet to thwart future attacks Newbie overclocker destroys $5,000 RTX 5090 Lightning Z GPU they used 'to learn how to solder' — practicing newfound hobby goes wrong in the most expensive way imaginable Engineer installs 3.5-inch floppy drive in a Tesla — modern EV recognizes and runs ancient storage device, even… Ambitious hacker reduces worst-case memory latency by up to 93%, but with severe downsides — 1960s bottleneck overcome by hedging memory accesses to avoid running into DRAM refresh stalls Fueled by Musk's TeraFab tie-in, Intel's market cap hits highest level in 25 years — tops $300 billion… Geekbench 6.7 adds Intel BOT detection to spoof out 'unrealistic' CPU scores — Benchmark runs with BOT enabled will be marked as invalid Intel's EMIB-T packaging technology set for fab rollout this year — as TSMC CoWoS capacity remains limited, EMIB-T is preparing for advanced AI accelerator designs Intel Arc GPUs can finally boot up and play 'Crimson Desert' — but you'll probably want to wait for… Alleged images of the long-awaited Nvidia N1/N1X SoC surface on laptop motherboard — board features 128 GB of LPDDR5X memory alongside 8+6+2 phase VRM Intel and Google announce multi-year chip deal — Google will deploy Intel Xeon with custom IPUs for next-gen AI,… Bryson DeChambeau to use 3D-printed 5-iron at 2026 Masters in golfing first — club he fabricated himself… UK navy tracked three Russian submarines near undersea cables, damage would 'have serious consequences,' Putin warned — US and allies expand seabed protection efforts Intel developing two-lever retention mechanism for LGA 1954 socket, according to new leak — Premium Nova Lake-S motherboards will feature 2L-ILM sockets Korean government to take action over soaring DRAM costs, including monitoring markets and pricing — internet data plans to be restructured and recycled PCs to be distributed to vulnerable groups Go maintainer joins collective klaxon about encryption-breaking quantum computers — developer urges immediate switch to post-quantum methods to prevent worldwide disaster Steam files suggest Valve is developing  internal 'SteamGPT' AI bot — aimed at tackling customer support tickets and CS2 anti-cheat $21 billion stolen from more than 1 million Americans due to cybercrime in 2025 — $11 billion come from stolen crypto, $8.6 billion taken from investment scams, while AI-related attacks cost $893 million 10 petabytes of sensitive data stolen from China's National Supercomputing Center, hackers claim — daring heist would be largest ever China hack, covering 6,000 clients across science, defense, and beyond Intel and SambaNova team up on heterogenous AI inference platform — different hardware performs different… AMD reveals $899 price tag for Ryzen 9 9950X3D2 — first dual-cache X3D CPU is $200 more expensive than the Ryzen 9…
Nvidia's RTX Spark could caplitalize where Qualcomm's Arm-based efforts have not —  following the expiration of Qualcomm's Windows on Arm deal, Nvidia stands poised to pick up the slack
Luke James · 2026-06-02 · via Latest from Tom's Hardware in News
Nvidia RTX Spark
(Image credit: Getty / I-Hwa Cheng)

Nvidia unveiled the RTX Spark superchip on May 31st ahead of its GTC Taipei event, and right before Computex 2026. The device packs a 20-core Arm-based Grace CPU and a Blackwell RTX GPU on a single package and points it at the one corner of computing where the company has never had a foothold: the Windows PC.

The chip carries up to 128GB of unified memory, a claimed 1 petaflop of AI compute, and 6,144 CUDA cores, and it ships this fall in laptops and compact desktops from ASUS, Dell, HP, Lenovo, Microsoft Surface, and MSI, with Acer and GIGABYTE to follow. Microsoft is named as a co-developer, not just an OS supplier, having built new Windows security primitives to run on-device AI agents alongside Nvidia's OpenShell runtime. Branded as RTX Spark, it’s the chip the industry has spent three years calling N1X.

"For forty years, you launched apps. Click. Type. With RTX Spark and Microsoft Windows, you ask, and the PC does the work," said CEO Jensen Huang. Running 120-billion-parameter LLMs with up to 1 million tokens of context, RTX Spark can render 90GB 3D scenes and play AAA games at 1440p above 100 frames per second, all on a chip whose CPU was half engineered by smartphone SoC vendor MediaTek.

‘A new era of PC’

RTX Spark hasn’t come out of nowhere; it’s the consumer-oriented sibling of the GB10 Grace Blackwell superchip already shipping inside the Linux-based DGX Spark mini-PC, which carries a price tag currently approaching $5,000 due to memory shortage-related pricing pressure. The GB10 pairs a MediaTek-produced Arm CPU complex with a Blackwell GPU on a TSMC 3nm-class node, joined by Nvidia's coherent NVLink-C2C interconnect and fed by a shared 128GB pool of LPDDR5X. RTX Spark takes that architecture and repurposes it for Windows.

We first began to hear about the RTX Spark under its N1X codename back in 2023, when it was reported that Nvidia was developing Arm CPUs capable of running Windows. The chip appeared repeatedly through 2024 and 2025 via the rumor mill, with various delays attributed to factors including Microsoft’s slow next-gen work on Arm and soft notebook demand, pushing a planned second-half-2025 debut into this year.

For eight years, Microsoft's Windows on Arm program ran exclusively on Qualcomm silicon under a partnership that locked out every other chipmaker. Microsoft chose Qualcomm in 2016, and until the deal lapsed, no rival could ship an Arm chip in a Windows PC. Arm CEO Rene Haas confirmed in an interview in January 2024 that Qualcomm's exclusivity with Microsoft would lapse that year, the first on-record acknowledgment from a principal after years of the deal being treated as an open secret. Reuters had reported in 2024 that MediaTek, Nvidia, and AMD were all building Arm Windows chips to enter once the window opened.

Microsoft's role in RTX Spark goes deeper than the Copilot+ certification program it handed Qualcomm, however. The two companies built the agent security stack together at the operating-system level: identity, containment, and policy primitives in Windows, paired with OpenShell's ability to route queries to local models based on a user's privacy rules and to mask personal information in queries sent to the cloud.

Satya Nadella, chairman and CEO of Microsoft, said the launch will deliver "unmetered intelligence to every home and every desk with Windows,” an outwardly materially closer integration than the Snapdragon X program ever received.

Windows on Arm

Qualcomm spent its eight years of exclusivity demonstrating that Windows on Arm could work, but failing to make it sell. Snapdragon X laptops moved roughly 720,000 units in the third quarter of 2024, their first full quarter on sale, which Canalys data put at about 0.8% of PC shipments that quarter. ABI Research projected Arm wouldn’t clear 13% of the PC market in 2025. Qualcomm's own counter-figures were heavily conditioned: CEO Cristiano Amon's "more than 10%" share claim, made on the company's Q1 2025 earnings call, covered only U.S. retail Windows laptops priced above $800 in a single quarter.

A big factor behind this lacklustre performance was software issues. Microsoft’s Prism runs x86 apps on Arm, but in our own analysis of Snapdragon X2 Elite Extreme, we found that professional tools like AutoCAD were unsupported, and games crashed or rendered incorrectly under emulation. The original Snapdragon X pitch leaned heavily on battery life as a huge differentiator, but then Intel's Lunar Lake matched that efficiency, giving buyers long battery life on x86 chips that run every Windows app natively, with no emulation and none of the slowdowns or crashes that came with it. Ultimately, Arm's share of Windows never reached the 50% within five years that Arm and Qualcomm had floated back in 2024.

Two familiar problems

Unlike Qualcomm, Nvidia isn’t selling battery life. RTX Spark's USP is the GPU, CUDA, and the 128GB unified memory pool, hardware aimed at local AI, agents, creators, and gamers rather than all-day portability. Adobe is rearchitecting Photoshop and Premiere for the platform with a claimed two-times uplift in AI and editing workflows, and over 100 Windows software vendors, plus game developers including KRAFTON, NetEase, Remedy Entertainment, Riot Games, and Microsoft Xbox are listed as backing the platform.

Two problems dogged Windows on Arm for nearly a decade that won’t simply disappear with a faster chip, though. First: x86 emulation. Any application without a native Arm build still runs via Prism, and that has meant performance penalties and outright failures across the Snapdragon era.

Nvidia's full CUDA and RTX stack is native, which helps AI and graphics workloads, but says nothing about the long tail of legacy Windows software and peripheral drivers. The second problem is Microsoft itself: its slow progress on the next-gen Windows on Arm platform was cited as a primary cause of the N1X delays, and developers won’t be getting the full picture of the Windows agent features until Microsoft's Build keynote on June 2nd and 3rd, days after the chip was announced.

As for pricing, we’ve got nothing on that yet. The only reference point is the DGX Spark's $3,999 desktop baseline, a figure that’s now approaching $5,000 but also heavily inflated by enterprise networking hardware that consumer-grade devices will omit. That said, LPDDR5X memory costs and TSMC 3nm manufacturing both point toward premium pricing rather than the sub-$700 bracket Qualcomm targeted to broaden Arm's reach.

With the RTX Spark, Nvidia is opening a door that Qualcomm could only pry at, carrying the one asset it never had, and inheriting compatibility and OS dependencies that no amount of compute can resolve on its own.

Luke James is a freelance writer and journalist.  Although his background is in legal, he has a personal interest in all things tech, especially hardware and microelectronics, and anything regulatory.