Opinion
162 articles
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Is NVLink NVIDIA's Biggest Competitive Advantage, Not Its GPUs?
NVLink and NVSwitch vs AMD Helios, Google TPU, AWS Trainium and UALink: the evidence for and against NVLink as NVIDIA's competitive moat in 2026.
Wei Fei
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A S$150,000 AI Workstation: Are You Paying for the GPU or the Technology Connecting Everything?
What a GB300 workstation's price buys: HBM3e, NVLink-C2C, ConnectX-8, cooling and support, and when the connecting technology is worth paying for.
Wei Fei
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Why NVIDIA's Most Powerful AI Systems Don't Rely on PCIe Alone
NVLink 5, NVLink-C2C and NVSwitch vs PCIe: bandwidth, coherence, 72-GPU switching and power. Where PCIe still fits in GB300 and DGX Station.
Wei Fei
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RTX 5090: The World's Most Expensive Gaming Obsession — Is It Actually Worth It?
Is the RTX 5090 worth it? 4K performance vs RTX 4090 and 5080, 2026 street prices, cost per frame, power draw and who should buy one instead.
Wei Fei
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The GPU Shortage Nobody Expected: Is AI Taking Graphics Cards Away From Gamers?
How AI demand for memory squeezed GeForce supply in 2026: NVIDIA's revenue shift, DRAM prices, Singapore PC prices and when relief may come.
Wei Fei
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RTX 5090 & RTX PRO 6000: Are Standalone GPUs Becoming a Luxury?
Why standalone RTX 5090 and RTX PRO 6000 cards got scarce and pricier in 2026: memory costs, allocations, and why complete workstations look closer.
Wei Fei
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NVIDIA RTX 5090 Discontinued? What the Rumours Actually Tell Us.
RTX 5090 discontinued? What NVIDIA said in October 2026, which leakers claim otherwise, what retailers show, and what to do if you need one now.
Wei Fei
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Are GPU Manufacturers Making It Harder for Enthusiasts to Build Their Own PCs?
Bigger, hungrier GPUs, tight RTX 5090 supply and pricier memory: why building your own PC got harder in 2026, and how to plan a build that works.
Wei Fei
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575 Watts for One Graphics Card: Has NVIDIA Gone Too Far?
RTX 5090 power explained: measured 575W-class draw, Singapore electricity cost, heat output, PSU sizing, cabling and power-limit trade-offs.
Wei Fei
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The End of DIY AI Workstations? Why Enterprise Buyers Are Turning to OEM Systems
DIY vs OEM AI workstations for business: warranty, validated multi-GPU configs, ISV certification, power design, fleet management and when DIY still wins.
Wei Fei
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The RTX 5090 Shortage: Why System Builders Might Have the Upper Hand
How OEMs and system builders kept RTX 5090 PCs on sale in 2026 when cards vanished, why they absorb memory costs better, and where that edge ends.
Wei Fei
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Is NVIDIA Quietly Pushing Buyers Towards Complete Workstations?
What NVIDIA has said, which market signals look like a push to complete systems, and why the simpler explanation is memory supply and economics.
Wei Fei
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The Hidden Cost of AI Agents: Why Your API Bill Could Explode Overnight
AI agents resend growing context, bill reasoning as output and can loop overnight. Worked costs on Claude and GPT, and how to cap agent spending.
Wei Fei
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Your Company Owns the Data. But Does It Control the AI?
Model retirements, price changes, tokenizers, spend caps and outages: the AI dependencies vendors control, and how to keep control on cloud or self-hosted.
Wei Fei
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Sovereign AI Isn't Just for Governments Anymore. Could SMEs Benefit Too?
When SMEs should keep AI local and when cloud AI is cheaper: subscription vs API vs GB10 vs DGX Station costs, EDGE grant notes and a practical path.
Wei Fei
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AI Token Inflation: Can Owning Your Own Infrastructure Protect Your Business?
Gemini 4 Argon doubles on 1 Dec 2026 while other AI prices fall. What drives AI bills up, and what owning a DGX Station does and doesn't protect.
Wei Fei
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Would You Send Confidential Financial Data to a Public AI Model?
Banking Act secrecy, MAS AI guidelines and PDPA rules for sending financial data to AI models, what vendors do with it, and when local AI makes sense.
Wei Fei
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Sovereign AI: Why Should Your Company's Intelligence Live on Someone Else's Server?
Sovereign AI for business: where prompts are processed, whose law applies and who controls model changes. Cloud AI vs a DGX Station, with dated vendor facts.
Wei Fei
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Wei Fei
