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32GB of DDR5 now costs $375 – AI shortage continues to squeeze PC building
32GB of DDR5 now costs $375 minimum — AI shortage continues to squeeze PC building Lower-priced kits are disappearing by the day As the demands of AI continue to consume manufacturing capacity at every level of the PC hardware supply chain, 32GB of DDR5 RAM — broadly understood to be the sweet spot for gaming PCs and enthusiast builds — can no longer be found for less than $375. Well, $374.97 to be precise. RAM price tracking through 2026 will show you that kits that routinely cost less than...
Dreame’s L20 Ultra robovac is an unbeatable deal for $280
Dreame’s L20 Ultra robot vacuum can clean itself. | Image: The Verge The Dreame L20 Ultra isn’t the company’s newest model, but it’s still a great robovac / mop hybrid that offers strong performance while requiring very little day-to-day maintenance thanks to its included trash bin and AI obstacle avoidance. Verge readers can get for its best-ever price right now.
If cores are what agents crave, Intel's new Clearwater Xeon 6+ might just quench their thirst
Intel’s Clearwater Forest Xeons were originally designed to power telco networks, SaaS apps, and other high-volume web-scale workloads. But by a stroke of luck, the x86 giant may have also built an agentic AI beast. AI model training, inference, and the GPUs that power them have dominated the discourse for the past few years, but with the rise of agentic harnesses like OpenClaw, CPUs are back in the limelight.
AMD unveils the $329 Ryzen 7 7700X3D, brings back the 5800X3D for $349
AMD unveils the $329 Ryzen 7 7700X3D, brings back the 5800X3D for $349 The latter could be a nice upgrade path for folks on AM4 builds. Fortunately, not every gaming processor launch is a $900 flagship powerhouse. As the RAM shortage shifts PC building from an expensive hobby into an impossible luxury, this pair of new AMD processors will be a refreshing sight for many.
Amortized Neural Optimization for Pre-Layout Signal Integrity Design Space Exploration using Differentiable Surrogates
Announce Type: cross Abstract: Pre-layout design space exploration (DSE) for high-speed signal integrity (SI) analysis is often limited by the computational cost of simulations and iterative optimization algorithms within modern electronic design automation (EDA) workflows. While machine learning surrogate models accelerate the simulation step, optimizing designs still requires utilizing iterative black-box search methods. This iterative nature scales poorly, making multi-corner sweeps...
Intel Diamond Rapids to boost core counts to 192, but RIP Hyperthreading
Intel’s upcoming Diamond Rapids Xeon will boost core counts to 192, a 50 percent increase over last generation, the x86 giant revealed at Computex in Taipei this week. But while core counts continue to rise, in doing so Intel has managed to cut thread counts by a quarter. Yep, Hyperthreading – Intel's marketing for simultaneous multithreading – is officially dead.
Intel and pals cram 36,864 CPU cores into a 100kW rack while chasing the agentic AI dragon
Intel is working with Foxconn and other infrastructure providers to develop rack-scale reference designs based on the chipmaker’s Xeon processors. Announced during Intel’s Computex keynote on Tuesday, these blueprints aim to provide greater CPU compute densities for running AI agents at scale. While AI models predominantly run on GPUs and other AI accelerators, the agent harnesses, like OpenClaw, which are used to connect them to tools, terminal shells, code interpreters, and other APIs,...