Home › Blog › AI & Workstations
AI & Workstations
Research on DGX Spark, DGX Station, ASUS Ascent GX10, local LLM deployment and AI PCs: capability, cost and fit.
327 articles
-
Best AI Workstation for Research Labs & Universities in SG
AI workstations for Singapore universities, polytechnics and research labs: ASUS Ascent GX10 per researcher, GX10 clusters, ET900N G3 nodes and GeBIZ buying.
Wei Fei
·
-
DGX OS Updates for ASUS Ascent GX10: What Changed in 7.x
DGX OS update guide for ASUS Ascent GX10 (DGX Spark class) owners in Singapore: what DGX OS 7.x changed, how OTA and apt updates work, how to update...
Wei Fei
·
-
DGX Station GB300 Singapore: ASUS ET900N G3 vs HP vs MSI
Which NVIDIA DGX Station GB300 to buy in Singapore: ASUS ExpertCenter Pro ET900N G3 vs HP ZGX Fury G1n vs MSI XpertStation WS300, plus Gigabyte, Supermicro.
Wei Fei
·
-
Best PC to Run LLMs Locally in Singapore: 7B to 550B Ladder
Best PC for running Llama, DeepSeek or Qwen locally: a model-size ladder from ASUS NUC 16 Pro and ROG NUC to Ascent GX10 and ET900N G3, with Singapore...
Wei Fei
·
-
GX10 vs ZGX Nano vs Dell Pro Max GB10: Best DGX Spark OEM SG
DGX Spark OEMs compared for Singapore: ASUS Ascent GX10 vs HP ZGX Nano vs Dell Pro Max GB10, plus Lenovo, MSI, Acer and Gigabyte on price, cooling, support.
Wei Fei
·
-
Buy ASUS NUC, GX10 & ET900N G3 via GeBIZ: Government Guide
How Singapore government agencies, statutory boards, schools and IHLs buy ASUS NUC, Ascent GX10 and ET900N G3 via GeBIZ and Vendors@Gov, with thresholds.
Wei Fei
·
-
Windows on Arm Compatibility 2026: ASUS Ascent QN10 Guide
Windows on Arm compatibility 2026 for the ASUS Ascent QN10 (Snapdragon X2 Elite): native vs Prism apps, drivers, VPNs, NPU dev tools, Intune. Singapore guide.
Wei Fei
·
-
DGX Station Power Requirements: GB300 Office Checklist (SG)
ASUS ET900N G3 / DGX Station GB300 office install checklist for Singapore: 1,600 W dedicated circuit, 10-35 C, 27 kg lift, BMC, 400GbE, UPS, commissioning.
Wei Fei
·
-
Ollama on Intel Arc B390: Local LLMs on the ASUS NUC 16 Pro
Run Ollama or LM Studio on the ASUS NUC 16 Pro (Core Ultra X9 388H, Arc B390): Vulkan setup on Windows 11, models that fit 32 GB vs...
Wei Fei
·
-
Cluster DGX Spark: Link Two ASUS Ascent GX10 Units (256 GB)
How to link two ASUS Ascent GX10s over ConnectX-7 with a QSFP cable, run NVIDIA Sync Cluster Assistant, verify the 200GbE link and serve one model. SG guide.
Wei Fei
·
-
OpenClaw on DGX Spark: NemoClaw Setup on ASUS Ascent GX10
Step-by-step NemoClaw install on the ASUS Ascent GX10 (DGX Spark class): sandboxed OpenClaw agents, local vLLM or Ollama models, policies, PAIR. SG guide.
Wei Fei
·
-
ASUS Agent Computer Guide 2026: NUC, Ascent GX10, Ascent QN10, ROG NUC & ExpertCenter Pro ET900N G3 Compared
What is an ASUS Agent Computer? NUC 16 Pro, Ascent GX10, Ascent QN10, ROG NUC and ET900N G3 compared with Singapore prices, and which AI PC to buy.
Wei Fei
·
-
ASUS ExpertCenter Pro ET900N G3: The NVIDIA DGX Station GB300 Explained
ASUS ExpertCenter Pro ET900N G3: NVIDIA GB300, 748GB coherent memory, 20 PFLOPS, ConnectX-8, benchmarks vs RTX PRO 6000, DGX Spark vs Station, SG supply.
Wei Fei
·
-
ASUS Ascent QN10 vs Ascent GX10: NPU Mini PC or GB10 AI Supercomputer?
ASUS Ascent QN10 (Snapdragon X2 Elite, 80 TOPS, Windows) vs Ascent GX10 (NVIDIA GB10, 128GB, DGX OS): specs, what each runs, Singapore price, which to buy.
Wei Fei
·
-
ASUS Ascent GX10 Guide: Specs, LLMs, Agents, Clustering and Price in Singapore
ASUS Ascent GX10 explained: NVIDIA GB10, 128GB unified memory, 1 PFLOP FP4, which LLMs run, NemoClaw agents, 2-4 unit clustering and Singapore pricing.
Wei Fei
·
-
HP ZGX Nano G1n AI Station: The Complete Guide (Singapore)
Everything Singapore buyers need to know about the HP ZGX Nano G1n AI Station — GB10 specs, HP's ZGX Toolkit and Sure Start security, local LLM capability, clustering,...
Wei Fei
·
-
NVIDIA GB10 Buyer's Guide: DGX Spark & Alternatives (2026)
Every NVIDIA GB10 desktop AI supercomputer available in Singapore compared — DGX Spark, ASUS Ascent GX10, HP ZGX Nano and more — with specs explained, supported LLMs, cloud...
Wei Fei
·
-
NVIDIA DGX Spark Setup and Enterprise Deployment Guide
Step-by-step enterprise guide to NVIDIA DGX Spark hardware, setup, SSH access, Docker GPU configuration and AI deployment for Singapore organisations. AI teams today require compact yet powerful systems that...
Wei Fei
·
Wei Fei
