Performance articles

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Nvidia DLSS 4.5 improved visuals come at a 20%+ performance cost on RTX 30 and RTX 20 GPUs

Even RTX 4000 and RTX 5000 cards lose performance versus DLSS 4
The takeaway: One of the many announcements Nvidia made at CES this week was the arrival of DLSS 4.5. The latest version of the upscaling tech can be enabled ahead of its official launch, which many users have done. The good news is that you can expect a higher level of graphical fidelity, as Nvidia promised. The less welcome part is that it comes with a performance hit compared to its predecessor, one that rises to over 20% when using a previous-gen RTX 3000 or RTX 2000 GPU.
nvidia vera rubin gpu ces performance keynote jensen huang data center with video

Nvidia unveils Vera Rubin early, signaling a faster AI hardware cycle

The six-chip Vera Rubin system claims up to 5× training compute and a 10× reduction in inference costs.
Looking ahead: Nvidia kicked off the year with an unusual move: unveiling its next-generation AI computing architecture months ahead of schedule. At CES 2026 in Las Vegas, CEO Jensen Huang used his keynote to introduce the company's Vera Rubin server systems – a clear signal that Nvidia intends to press its advantage as demand for ever-larger AI models accelerates.
sram taiwan performance research memory tsmc mram magnetic

After years in the lab, SOT-MRAM might finally be ready for the real world

A tungsten breakthrough could finally make next-gen memory a reality
Why it matters: A team of researchers spanning Taiwan and the United States have combined materials science, device engineering, and process compatibility to address one of the most stubborn challenges in magnetic memory development. With the β-phase tungsten puzzle solved, the research presents a credible path toward mass-produced SOT-MRAM – a technology that until now had remained just beyond reach.