Why Two GPUs Are Not Twice One GPU
September 4, 2026
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Multi-GPU scaling disappoints because the interconnect, not the silicon, is usually the limit. When more cards help, and when one bigger card is the answer.
Category: Hardware & Compute
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VRAM, Not FLOPS: How to Size a GPU for Local AI Work
August 3, 2026
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Memory capacity decides whether you can run a model at all, bandwidth decides how it feels, and compute is usually third. A practical sizing guide.
No Quantum Laptop Is Coming: What Developers Should Actually Learn in 2026
July 29, 2026
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Quantum processors will live in data centres behind an API, not on your desk. Where the hardware really stands in mid-2026, and which skills transfer.
NVIDIA’s Annual GPU Cadence and What It Means for Research Budgets
July 28, 2026
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Blackwell, Rubin, Feynman — a new architecture every year. Why research labs should buy for memory and facility fit rather than trying to time the roadmap.
Hybrid Quantum-Classical Architecture: Why QPUs Are Moving Into AI Data Centers
July 25, 2026
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QPUs are being colocated with GPU clusters not to accelerate AI, but because quantum error correction has a microsecond deadline only AI-class silicon can meet.
Two Clocks: Why Post-Quantum Cryptography Stopped Waiting for the Quantum Computer
July 25, 2026
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Post-quantum migration deadlines are set by regulation and data shelf life, not by qubit counts. Here is why the two clocks decoupled, and what to do in the next twelve months.