On Prem Ai
The latest On Prem Ai coverage — news, analysis, and updates from the WindowsNews.AI desk.
QNAP QuTS hero 6 Beta Brings ZFS NAS Closer to Enterprise Servers with Native HA and On-Prem AI
QNAP's QuTS hero 6 beta represents a fundamental shift in how ZFS-based network-attached storage operates, moving beyond traditional NAS functionality toward enterprise server capabilities. The beta...
Enterprises Face October 2025 Deadline: TPM 2.0 Blocks Many Windows 10 PCs from Upgrading
When Microsoft officially ends support for Windows 10 on October 14, 2025, organizations worldwide will face one of the most significant IT infrastructure challenges in recent memory. This deadline...
Lenovo Rolls Out Pre-Validated On-Prem AI Stacks for SMBs, Challenging Cloud Model
Lenovo's latest SMB AI initiative marks a strategic pivot toward bringing enterprise-grade artificial intelligence capabilities directly to small and medium-sized businesses through pre-validated,...
Microsoft Seeks AI Self-Sufficiency with 15K GPU Cluster and In-House Models
{ "title": "Microsoft Seeks AI Self-Sufficiency with 15K GPU Cluster and In-House Models", "content": "Microsoft has drawn a line in the sand: it intends to be able to build and run its own...
From GPT-5 to Grok: How Your AI Model Reveals Risk Tolerance and Privacy Values
A recent cultural meme — mapping AI models to personality types — has spread through tech circles, but beneath the playful caricatures lies a serious question: what does your choice of AI model...
RM1.7M Saved: How Malaysian Real Estate’s Go-Local AI Strategy Cuts Cloud Costs and Locks Down Data
Malaysian property giant Juwai IQI calculates that a typical large company can save up to RM1.7 million annually by ditching AI cloud APIs and hosting open-source models on its own servers. That...
NVIDIA RTX PRO 6000 Blackwell Slashes AI Barriers with Air-Cooled 2U Servers for Mainstream Data Centers
NVIDIA this week drew a sharp line between hyperscale-only AI and the rest of the enterprise world, announcing the RTX PRO 6000 Blackwell Server Edition and a family of factory-validated 2U RTX Pro...
Ollama on Windows 11: The Tiny Context Tweak That Delivers 2-4x Faster AI
Windows 11 users running local LLMs via Ollama are discovering that a single parameter—the model’s context length—can make the difference between a sluggish 9 tokens per second and a blazing 86...