# \#hardware **URL:** https://www.artofsm.art/tag/hardware/79.md [Latest](https://www.artofsm.art/latest.md) · [Categories](https://www.artofsm.art/categories.md) · [Tags](https://www.artofsm.art/tags.md) --- ## [The technology that could make an international AI slowdown possible](https://www.artofsm.art/t/the-technology-that-could-make-an-international-ai-slowdown-possible/26728)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [23 October 2026 15:54 UTC](https://www.artofsm.art/t/the-technology-that-could-make-an-international-ai-slowdown-possible/26728 "2026-10-23T15:54:05Z")
Tom Milton, CEO of Amodo Design, discusses the development of hardware-based verification technologies that monitor GPU usage to enable trustworthy international AI slowdown agreements by distinguishing bet… --- ## [5 Free AI Tools To Turn Your PC Into A Creative Studio](https://www.artofsm.art/t/5-free-ai-tools-to-turn-your-pc-into-a-creative-studio/26725)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [23 October 2026 15:25 UTC](https://www.artofsm.art/t/5-free-ai-tools-to-turn-your-pc-into-a-creative-studio/26725 "2026-10-23T15:25:47Z")
The video showcases five free AI tools—TripoSR for 3D modeling, Chatterbox Turbo for voice cloning, Qwen Image 2512 for key art creation, LTX Desktop for video editing, and AceStep for music generation—that… --- ## [Buying GPUs Should Work Like Buying Stocks — Carmen Li, Compute Exchange](https://www.artofsm.art/t/buying-gpus-should-work-like-buying-stocks-carmen-li-compute-exchange/26724)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [23 October 2026 15:24 UTC](https://www.artofsm.art/t/buying-gpus-should-work-like-buying-stocks-carmen-li-compute-exchange/26724 "2026-10-23T15:24:38Z")
Carmen Li, CEO of Compute Exchange, introduces a neutral, transparent GPU procurement marketplace that operates like a stock exchange, connecting verified providers and customers through reserved compute co… --- ## [AI’s bottleneck isn’t compute. It’s geometry](https://www.artofsm.art/t/ai-s-bottleneck-isn-t-compute-it-s-geometry/26667)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [22 October 2026 23:41 UTC](https://www.artofsm.art/t/ai-s-bottleneck-isn-t-compute-it-s-geometry/26667 "2026-10-22T23:41:54Z")
The main bottleneck in AI computing is not raw computational power but the limited data transfer speed between chips, constrained by chip geometry and interconnect area. Advances like 2.5D packaging and esp… --- ## [Why AI Startups Will Disappear Without Compute Markets — Evan Conrad, San Francisco Compute](https://www.artofsm.art/t/why-ai-startups-will-disappear-without-compute-markets-evan-conrad-san-francisco-compute/26666)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [22 October 2026 23:24 UTC](https://www.artofsm.art/t/why-ai-startups-will-disappear-without-compute-markets-evan-conrad-san-francisco-compute/26666 "2026-10-22T23:24:47Z")
Evan Conrad of San Francisco Compute highlights that the lack of accessible, liquid compute markets creates significant financial and operational barriers for AI startups, risking industry consolidation aro… --- ## [AI Bubble: ‘This is the worst possible scenario’ | Ed Zitron](https://www.artofsm.art/t/ai-bubble-this-is-the-worst-possible-scenario-ed-zitron/26650)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [22 October 2026 18:30 UTC](https://www.artofsm.art/t/ai-bubble-this-is-the-worst-possible-scenario-ed-zitron/26650 "2026-10-22T18:30:58Z")
Ed Zitron exposes the discrepancy between Nvidia’s reported GPU sales and actual AI hardware usage, revealing widespread channel stuffing and idle inventory that inflate demand figures without reflecting tr… --- ## [Every Way to Get 128GB for Local AI, and What to Buy at Each Budget](https://www.artofsm.art/t/every-way-to-get-128gb-for-local-ai-and-what-to-buy-at-each-budget/26563)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 1\ **Last updated:** [21 October 2026 16:49 UTC](https://www.artofsm.art/t/every-way-to-get-128gb-for-local-ai-and-what-to-buy-at-each-budget/26563 "2026-10-21T16:49:26Z")
The video explores various hardware options for achieving 128GB of memory to run large AI models locally, emphasizing the importance of memory bandwidth and computing power for optimal performance, with det… --- ## [I Tested Every Best Local AI For GPU (8GB TO 24GB VRAM)](https://www.artofsm.art/t/i-tested-every-best-local-ai-for-gpu-8gb-to-24gb-vram/26541)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [21 October 2026 10:51 UTC](https://www.artofsm.art/t/i-tested-every-best-local-ai-for-gpu-8gb-to-24gb-vram/26541 "2026-10-21T10:51:00Z")
The video explains that the performance of local AI models depends not just on GPU VRAM size but critically on the specific model file used, highlighting differences between dense and mixture of experts (Mo… --- ## [Mac Mini For AI Agents: How Much Memory You Need, And How To Use What You Have](https://www.artofsm.art/t/mac-mini-for-ai-agents-how-much-memory-you-need-and-how-to-use-what-you-have/26455)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [20 October 2026 14:24 UTC](https://www.artofsm.art/t/mac-mini-for-ai-agents-how-much-memory-you-need-and-how-to-use-what-you-have/26455 "2026-10-20T14:24:35Z")
The video explains how running multiple AI agents on a Mac Mini requires careful management of memory and storage through regular audits, task sequencing, and resource reuse, rather than relying solely on h… --- ## [Datacenter at Home - GB300 GPU - w/ Asus DGX Station (ET900N G3)](https://www.artofsm.art/t/datacenter-at-home-gb300-gpu-w-asus-dgx-station-et900n-g3/26294)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [18 October 2026 22:26 UTC](https://www.artofsm.art/t/datacenter-at-home-gb300-gpu-w-asus-dgx-station-et900n-g3/26294 "2026-10-18T22:26:10Z")
The video reviews the ASUS ET900N G3 DGX station featuring the powerful Nvidia GB300 GPU with 748 GB coherent memory, highlighting its superior performance, efficient cooling, and scalability compared to tr… --- ## [NVIDIA Launches RTX Spark Laptops with Up to 128GB Unified Memory for AI Workloads](https://www.artofsm.art/t/nvidia-launches-rtx-spark-laptops-with-up-to-128gb-unified-memory-for-ai-workloads/26291)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 0\ **Last updated:** [18 October 2026 20:42 UTC](https://www.artofsm.art/t/nvidia-launches-rtx-spark-laptops-with-up-to-128gb-unified-memory-for-ai-workloads/26291 "2026-10-18T20:42:04Z")
NVIDIA has officially launched the RTX Spark laptop platform, introducing a new class of portable devices designed for advanced local AI workloads. The standout feature of these laptops is the inclusion of up to 128GB… --- ## [HW News - NVIDIA's $7000 RTX Spark Laptop, RIP RTX 5090, GTA VI PC Launch, CPU Price Hike](https://www.artofsm.art/t/hw-news-nvidias-7000-rtx-spark-laptop-rip-rtx-5090-gta-vi-pc-launch-cpu-price-hike/26216)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [18 October 2026 14:06 UTC](https://www.artofsm.art/t/hw-news-nvidias-7000-rtx-spark-laptop-rip-rtx-5090-gta-vi-pc-launch-cpu-price-hike/26216 "2026-10-18T14:06:14Z")
This week’s hardware news covers Nvidia’s expensive and niche RTX Spark laptop with limited practical appeal, rising CPU and memory prices driven by AI demand, and Nvidia potentially discontinuing the RTX 5… --- ## [The AI Memory Wall: Why LLMs & AI Accelerators Hit a Bottleneck](https://www.artofsm.art/t/the-ai-memory-wall-why-llms-ai-accelerators-hit-a-bottleneck/26211)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [18 October 2026 11:20 UTC](https://www.artofsm.art/t/the-ai-memory-wall-why-llms-ai-accelerators-hit-a-bottleneck/26211 "2026-10-18T11:20:17Z")
The video explains that despite massive increases in chip compute power, AI workloads are often bottlenecked by slower memory bandwidth—a phenomenon known as the “memory wall”—which limits performance when … --- ## [Two AI Models on One 8GB GPU. Zero Stutter? I Tested It](https://www.artofsm.art/t/two-ai-models-on-one-8gb-gpu-zero-stutter-i-tested-it/26210)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 1\ **Last updated:** [18 October 2026 10:54 UTC](https://www.artofsm.art/t/two-ai-models-on-one-8gb-gpu-zero-stutter-i-tested-it/26210 "2026-10-18T10:54:30Z")
The video tests running two AI models—a language model and a voice cloning model—simultaneously on an 8GB RTX 4060 GPU, finding that running them concurrently causes audio stuttering due to GPU resource con… --- ## [12B Coding Model on an 8GB Laptop GPU? I Tested It](https://www.artofsm.art/t/12b-coding-model-on-an-8gb-laptop-gpu-i-tested-it/26196)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 1\ **Last updated:** [18 October 2026 03:54 UTC](https://www.artofsm.art/t/12b-coding-model-on-an-8gb-laptop-gpu-i-tested-it/26196 "2026-10-18T03:54:13Z")
The presenter demonstrates JetBrains’ Mel 2.1 coding model, which uses a mixture of experts architecture to run efficiently on an 8 GB laptop GPU, achieving competitive performance and supporting a massive … --- ## [Nvidia Is Lying To You](https://www.artofsm.art/t/nvidia-is-lying-to-you/26194)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [18 October 2026 00:08 UTC](https://www.artofsm.art/t/nvidia-is-lying-to-you/26194 "2026-10-18T00:08:11Z")
Mutahar critiques Nvidia for inflating prices and limiting availability of consumer GPUs like the RTX 5090, prioritizing AI data centers over gamers, which has led to a prohibitively expensive and scarce ha… --- ## [Every Way to Get 512GB of VRAM for Local AI (at Full Context)](https://www.artofsm.art/t/every-way-to-get-512gb-of-vram-for-local-ai-at-full-context/26122)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [17 October 2026 15:51 UTC](https://www.artofsm.art/t/every-way-to-get-512gb-of-vram-for-local-ai-at-full-context/26122 "2026-10-17T15:51:01Z")
The video explains that achieving 512 GB of VRAM for running large-context AI models locally depends heavily on the model’s KV cache memory requirements, which vary significantly and impact the actual VRAM … --- ## [Don't Buy a Laptop for AI Until You See This: RTX Spark vs Mac](https://www.artofsm.art/t/dont-buy-a-laptop-for-ai-until-you-see-this-rtx-spark-vs-mac/26119)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 1\ **Last updated:** [17 October 2026 15:05 UTC](https://www.artofsm.art/t/dont-buy-a-laptop-for-ai-until-you-see-this-rtx-spark-vs-mac/26119 "2026-10-17T15:05:45Z")
The Nvidia RTX Spark laptops offer superior raw AI computing power and better performance for heavy document reading and CUDA-based tasks, while the MacBook Pro M5 Max excels in memory bandwidth, faster AI … --- ## [Is Microsoft's Local AI Desktop Worth It?](https://www.artofsm.art/t/is-microsofts-local-ai-desktop-worth-it/26116)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [17 October 2026 14:02 UTC](https://www.artofsm.art/t/is-microsofts-local-ai-desktop-worth-it/26116 "2026-10-17T14:02:13Z")
Microsoft’s Surface RTX Spark Dev Box, priced around $6,000, offers competitive hardware and excels for Windows-native AI development with pre-installed tools and CUDA support, but lacks certain networking … --- ## [We are Only 'Third Inning Relative to this AI Game,' Says Dan Ives](https://www.artofsm.art/t/we-are-only-third-inning-relative-to-this-ai-game-says-dan-ives/26085)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [16 October 2026 19:27 UTC](https://www.artofsm.art/t/we-are-only-third-inning-relative-to-this-ai-game-says-dan-ives/26085 "2026-10-16T19:27:56Z")
Dan Ives highlights the early stage of the AI hardware revolution, noting strong demand surges in semiconductor and memory sectors driven by AI adoption, particularly in data centers, despite some political… --- ## [Qwen 3.8 27B Just Hit 200 Token/s on Mac M5 (Lithos Metal)](https://www.artofsm.art/t/qwen-3-8-27b-just-hit-200-token-s-on-mac-m5-lithos-metal/26063)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [16 October 2026 15:50 UTC](https://www.artofsm.art/t/qwen-3-8-27b-just-hit-200-token-s-on-mac-m5-lithos-metal/26063 "2026-10-16T15:50:29Z")
The video explains that the Qwen 3.8 27B model achieves up to 200 tokens per second on a 40-core Mac M5 Max using speculative decoding, where a smaller draft model predicts multiple tokens quickly and the l… --- ## [Oops, China is a memory giant now](https://www.artofsm.art/t/oops-china-is-a-memory-giant-now/26060)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [16 October 2026 15:14 UTC](https://www.artofsm.art/t/oops-china-is-a-memory-giant-now/26060 "2026-10-16T15:14:19Z")
China’s YMTC has become the third largest NAND memory chip manufacturer, driven by rapid growth and government support, primarily focusing on AI data center memory. Meanwhile, notable tech updates include F… --- ## [NVIDIA Put a DGX Spark in a Laptop… Almost](https://www.artofsm.art/t/nvidia-put-a-dgx-spark-in-a-laptop-almost/26052)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [16 October 2026 14:02 UTC](https://www.artofsm.art/t/nvidia-put-a-dgx-spark-in-a-laptop-almost/26052 "2026-10-16T14:02:37Z")
The MSI Prestige N16 Flip AI Plus RTX Spark laptop brings the power of NVIDIA’s DGX Spark AI workstation into a portable form, featuring a 20-core ARM CPU, 128 GB memory, and the ability to run large 120 bi… --- ## [The Fastest Arm CPU Is... An IBM Mainframe?](https://www.artofsm.art/t/the-fastest-arm-cpu-is-an-ibm-mainframe/26050)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [16 October 2026 13:24 UTC](https://www.artofsm.art/t/the-fastest-arm-cpu-is-an-ibm-mainframe/26050 "2026-10-16T13:24:25Z")
IBM’s upcoming Telum 3 mainframe processor uniquely supports both IBM’s Z and ARM V9.3 ISAs within the same cores, running at over 5.7 GHz on Samsung’s 2nm process, making it the fastest ARM CPU ever while … --- ## [Local AI Hardware Just Got Way More Expensive Than You Think](https://www.artofsm.art/t/local-ai-hardware-just-got-way-more-expensive-than-you-think/25981)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [15 October 2026 15:51 UTC](https://www.artofsm.art/t/local-ai-hardware-just-got-way-more-expensive-than-you-think/25981 "2026-10-15T15:51:09Z")
Local AI hardware prices, particularly for devices like the Nvidia DGX Spark, have nearly doubled due to a global memory shortage, while cloud AI token costs have dropped significantly thanks to data center… --- ## [NVIDIA's Sana: 1024px Image in 0.4 Seconds? I Tested It](https://www.artofsm.art/t/nvidias-sana-1024px-image-in-0-4-seconds-i-tested-it/25966)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 1\ **Last updated:** [15 October 2026 11:54 UTC](https://www.artofsm.art/t/nvidias-sana-1024px-image-in-0-4-seconds-i-tested-it/25966 "2026-10-15T11:54:27Z")
The video tests NVIDIA’s Saana text-to-image model, confirming its rapid 1024x1024 image generation speed of around 0.1 seconds on high-end GPUs like the H100, while noting significantly slower performance … --- ## [Used Mac Studio Vs New AI Mini PC: Which Is The Better Buy?](https://www.artofsm.art/t/used-mac-studio-vs-new-ai-mini-pc-which-is-the-better-buy/25896)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [14 October 2026 12:12 UTC](https://www.artofsm.art/t/used-mac-studio-vs-new-ai-mini-pc-which-is-the-better-buy/25896 "2026-10-14T12:12:25Z")
The video compares the cost-effectiveness and performance of a used Mac Studio Ultra versus a new AMD Ryzen AIAX Plus 395 mini PC for AI workloads, concluding that the AMD mini PC offers better value with c… --- ## [Robots That Predict the Future: Dyna-2 & Physical AI — Jason Ma, Dyna Robotics](https://www.artofsm.art/t/robots-that-predict-the-future-dyna-2-physical-ai-jason-ma-dyna-robotics/25844)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 1\ **Last updated:** [13 October 2026 18:03 UTC](https://www.artofsm.art/t/robots-that-predict-the-future-dyna-2-physical-ai-jason-ma-dyna-robotics/25844 "2026-10-13T18:03:36Z")
Jason Ma of Dyna Robotics presents their advanced world action model, Dyna 2, which uses extensive multi-modal data and a diffusion transformer architecture to enable robots to predict future states and per… --- ## [Can 9 year old GPU beats today's latest GPUs?](https://www.artofsm.art/t/can-9-year-old-gpu-beats-todays-latest-gpus/25832)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [13 October 2026 15:51 UTC](https://www.artofsm.art/t/can-9-year-old-gpu-beats-todays-latest-gpus/25832 "2026-10-13T15:51:02Z")
A 9-year-old Nvidia Tesla V100 GPU setup, optimized with recent software, can outperform the latest 2025 GPUs in AI text generation tasks due to its superior memory bandwidth and faster inter-GPU communicat… --- ## [Can You Run a 1 Trillion Parameter Local AI? (Mistral 4 Large)](https://www.artofsm.art/t/can-you-run-a-1-trillion-parameter-local-ai-mistral-4-large/25823)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [13 October 2026 14:38 UTC](https://www.artofsm.art/t/can-you-run-a-1-trillion-parameter-local-ai-mistral-4-large/25823 "2026-10-13T14:38:00Z")
Mistral Large 4 is a one trillion parameter mixture of experts AI model with impressive intelligence and cybersecurity capabilities, but its massive hardware requirements and current lack of available weigh… [Next page](https://www.artofsm.art/tag/hardware/79.md?match_all_tags=true&page=1&tags%5B%5D=hardware)