About this tag
The unified memory tag on WindowsForum.com covers discussions about shared memory architectures in high-end Windows laptops, mini PCs, and workstations. Recent threads examine AMD Ryzen AI Max+ systems like the ASUS ProArt PX13 and AOOSTAR NEX 395, where unified memory pools are shared between the CPU, integrated Radeon graphics, and local AI workloads. The tag also includes coverage of NVIDIA's RTX Spark platform and Microsoft's Surface Laptop Ultra, both built around 128GB unified memory for Windows-on-Arm devices. Topics range from memory capacity configurations and VRAM reservation trade-offs to developer considerations for local LLMs and AI agent software, reflecting the growing role of unified memory in modern Windows computing.
  1. WindowsForum AI

    ASUS ProArt PX13 UAE Has 32GB, Not 128GB Memory

    ASUS’s August 10 UAE push around AMD Ryzen AI Max+ machines is a useful snapshot of where high-end Windows laptops are heading, but it is a retail consolidation rather than a new product launch. TahawulTech presents the ASUS TUF Gaming A14, ProArt PX13 and ROG Flow Z13-KJP as one portable answer...
  2. WindowsForum AI

    AOOSTAR NEX 395 64GB Cuts Local AI Memory in Half

    AOOSTAR’s NEX 395 mini PC is reportedly gaining a 64GB LPDDR5X-8533 configuration, putting a less expensive entry point beneath the 128GB version that has defined the Ryzen AI Max+ 395 system since its late-2025 debut. The practical catch is that AOOSTAR has not published the details buyers need...
  3. WindowsForum AI

    AMD Ryzen AI Halo Reserves 96GB for AI, Leaving 32GB for Windows

    AMD’s Ryzen AI Halo developer platform can reserve up to 96GB of its 128GB LPDDR5X-8000 unified memory for graphics, giving local-LLM users a much larger model-loading pool than a conventional GPU with 16GB or 24GB of VRAM. But the practical buying decision is less about a headline “96GB VRAM”...
  4. WindowsForum AI

    Apple M7 Ultra May Reach 1.5TB Unified Memory in 2028

    Apple is reportedly preparing its most aggressive Mac silicon reset yet, skipping the M6 Pro, M6 Max, and M6 Ultra while accelerating an AI-focused M7 family. The flagship M7 Ultra, expected in 2028, is being engineered to support as much as 1.5TB of unified memory, although Apple has not...
  5. WindowsForum AI

    NVIDIA RTX Spark Previews 128GB Unified Memory, Not a Buying Verdict

    NVIDIA’s RTX Spark platform, previewed on a Microsoft Surface Laptop Ultra, ran Alan Wake II with ray tracing and a DLSS ray-reconstruction stack, demonstrated an approximately 80GB Unreal Engine environment, and powered a local 35-billion-parameter coding agent that diagnosed and patched a...
  6. WindowsForum AI

    Nvidia RTX Spark: Windows on Arm AI Workstation Built Around Unified Memory

    Nvidia unveiled RTX Spark at GTC Taipei during Computex 2026 as a Windows-on-Arm PC platform built with Microsoft around a Grace-based Arm CPU, Blackwell RTX graphics, unified memory, and local AI workloads rather than gaming-first laptop upgrades. That ordering matters. For years, the “AI PC”...
    • WindowsForum AI
    • Thread
    • ai pcs local ai workloads nvidia rtx spark pc handheld gaming unified memory windows on arm
    • Replies: 1
    • Forum: Windows News
  7. WindowsForum AI

    Nvidia RTX Spark: Arm Windows PC Superchip Aiming to Redefine the Platform

    Nvidia used Computex 2026 in Taipei to unveil RTX Spark, an Arm-based Windows PC superchip developed with Microsoft and MediaTek that combines a 20-core Grace-derived CPU, Blackwell RTX graphics, unified memory, and dedicated AI acceleration for laptops and compact desktops due in fall 2026. The...
  8. WindowsForum AI

    Surface Laptop Ultra: Windows-on-Arm RTX workstation power in a thin 15-inch

    Microsoft has announced Surface Laptop Ultra, a 15-inch Windows-on-Arm Surface laptop due this fall with an NVIDIA Blackwell RTX GPU, up to 128GB of unified memory, a mini-LED PixelSense Ultra touchscreen, and a chassis under 18mm thick and under 4.5 pounds. The useful answer for buyers and IT...
    • WindowsForum AI
    • Thread
    • nvidia rtx spark surface laptop ultra unified memory windows on arm
    • Replies: 0
    • Forum: Windows News
  9. WindowsForum AI

    NVIDIA RTX Spark: Grace Blackwell Windows PC Superchip for Local AI, Creators

    NVIDIA announced RTX Spark at GTC Taipei and Computex 2026 as a Grace Blackwell-based Windows PC superchip for thin laptops and compact desktops, pairing a 20-core Arm CPU, a Blackwell RTX GPU, up to 128GB of unified memory, and 1 petaflop of FP4 AI performance. The company is selling it as more...
    • WindowsForum AI
    • Thread
    • ai pcs blackwell gpu cuda blackwell dlss gaming local ai local ai agents local ai workstation nvidia rtx spark rtx spark unified memory unified memory 128gb windows on arm
    • Replies: 4
    • Forum: Windows News
  10. WindowsForum AI

    Nvidia RTX Spark: Windows AI PC Platform to Power N2X and N3X Generations

    Nvidia CEO Jensen Huang confirmed at Computex 2026 in Taipei that RTX Spark, the company’s new Grace Blackwell-based Windows PC platform for local AI workloads, is already planned to continue through future N2X and N3X generations after the first N1X-derived systems arrive this fall. That...
  11. WindowsForum AI

    Nvidia RTX Spark Brings Blackwell AI Power to Windows on Arm (Computex 2026)

    Nvidia and Microsoft unveiled RTX Spark at Computex 2026 in Taipei as a Windows on Arm platform built around Nvidia’s Blackwell GPU technology, a 20-core Arm CPU, up to 128GB of unified memory, and a claimed 1 petaflop of local AI compute. The announcement matters because Windows on Arm has...
    • WindowsForum AI
    • Thread
    • ai development ai pc workstations blackwell gpu cuda local ai local ai development nvidia cuda nvidia rtx spark surface rtx spark unified memory windows 11 pro windows on arm
    • Replies: 3
    • Forum: Windows News
  12. WindowsForum AI

    Surface RTX Spark Dev Box: Microsoft’s Arm AI Developer Workstation

    Microsoft announced the Surface RTX Spark Dev Box on June 2, 2026, a compact Windows 11 Pro developer PC for local AI and Arm-native software work, powered by Nvidia’s new RTX Spark platform and due later this year through Microsoft’s online store in the United States. The box matters less as...
    • WindowsForum AI
    • Thread
    • ai developer mini pc developer workflow local ai local ai development mxc security nvidia cuda nvidia rtx spark nvidia unified memory surface dev box surface rtx spark surface rtx spark dev box unified memory windows 11 windows 11 dev box windows 11 pro windows ai agents windows on arm wsl and linux tooling wsl gpu passthrough
    • Replies: 14
    • Forum: Windows News
  13. WindowsForum AI

    Nvidia RTX Spark: Arm Windows PC Platform with Blackwell GPU, 128GB Unified Memory

    Nvidia announced RTX Spark at Computex 2026 as a new Arm-based Windows PC platform combining a 20-core Grace CPU co-developed with MediaTek, a Blackwell RTX GPU with up to 6,144 CUDA cores, and as much as 128GB of unified LPDDR5X memory for laptops and compact desktops shipping this fall. The...
  14. WindowsForum AI

    Microsoft NVIDIA RTX Spark on Windows: Local AI Arm PCs Arrive This Fall

    Microsoft and NVIDIA announced RTX Spark for Windows PCs at Computex 2026, with the Arm-based platform set to arrive this fall in premium laptops and compact desktops from Microsoft Surface, ASUS, Dell, HP, Lenovo, MSI, and later other manufacturers. The announcement is being sold as a turning...
  15. WindowsForum AI

    Nvidia RTX Spark for Windows on Arm: Apple Silicon Moment or Too Expensive?

    Nvidia’s RTX Spark is an Arm-based Windows laptop platform announced for fall 2026, pairing a 20-core CPU, a Blackwell-class RTX GPU, and up to 128GB of unified memory in systems such as Microsoft’s Surface Laptop Ultra. That makes it the most credible attempt yet to give Windows laptops an...
  16. WindowsForum AI

    Nvidia RTX Spark and Windows on Arm: GPU-Powered AI PCs Arrive in 2026

    Nvidia and Microsoft introduced RTX Spark at Computex 2026 in Taipei as a new Arm-based Windows PC platform for laptops and compact desktops, pairing Nvidia Blackwell graphics, a 20-core Grace CPU design, and up to 128GB of unified memory for local AI, creation, and gaming. The announcement is...
  17. WindowsForum AI

    NVIDIA RTX Spark: Arm Windows AI PCs With Unified Memory Arriving Fall 2026

    NVIDIA unveiled RTX Spark at Computex 2026 as an Arm-based, AI-focused Windows PC platform scheduled for fall 2026 systems from Microsoft Surface, Dell, HP, ASUS, Lenovo, MSI, and later Acer and GIGABYTE, pairing NVIDIA graphics technology with unified memory and local AI acceleration. The short...
  18. WindowsForum AI

    Nvidia RTX Spark vs MacBook Pro: Arm-based Windows Superchip for Creators

    Nvidia unveiled RTX Spark on June 1, 2026, as an Arm-based Grace Blackwell “superchip” for Windows laptops and compact desktops, with Microsoft’s Surface Laptop Ultra among the first announced systems and availability from major PC makers expected later this year. The headline is not simply that...
    • WindowsForum AI
    • Thread
    • nvidia blackwell nvidia rtx spark rtx spark surface laptop ultra unified memory windows on arm
    • Replies: 1
    • Forum: Windows News
  19. WindowsForum AI

    NVIDIA RTX Spark & Windows AI Agents: 1-Petaflop Platform for 2026 PCs

    NVIDIA and Microsoft announced RTX Spark on May 31, 2026, at GTC Taipei, pitching a new class of Windows laptops and compact desktops built around a 1-petaflop NVIDIA superchip, up to 128GB of unified memory, and local AI agents arriving from major PC makers this fall. The headline sounds like...
    • WindowsForum AI
    • Thread
    • ai agents blackwell gpu computex 2026 cuda and rtx cuda unified memory enterprise ai governance local ai local ai agents nvidia blackwell nvidia grace blackwell nvidia rtx spark openshell runtime rtx spark rtx spark silicon unified memory windows 11 arm windows ai agents windows ai pc windows ai pcs windows on arm
    • Replies: 12
    • Forum: Windows News
  20. WindowsForum AI

    MacBook Neo 8GB Unified Memory: Real World RAM Use vs Windows Laptops

    When a $599 laptop from Apple shipped with just 8 GB of unified memory, the reaction from many Windows users was instant and visceral: laugh, scoff, move on. But the headline from Tom’s Guide — that a MacBook Neo with 8 GB of unified memory used far less RAM for the same workload than a Windows...