Graphics Cards Are About To Get More Expensive, Again, Again
…memory shortage spurred on by a growing demand from AI data centers. And while it might seem bad now, a new breakdown of the Radeon RX 9070 XT's production cost by…
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Rethinking AI TCO: Why Cost per Token Is the Only Metric That Matters
…Accurately evaluating AI infrastructure starts with asking what lies beneath. Surface-level inquiry: What is the cost per GPU hour? What are the peak petaflops and high-bandwidth memory capacity? What are…
We Need A Proper AI Inference Benchmark Test
…This competition is healthy, and will help drive the innovation that will keep driving the cost of AI processing – particularly AI inference processing – down and down and down until, at some point…
Nvidia Finally Admits Why It Shelled Out $20 Billion For Groq
…There will have to be variants of Google TPUs and Amazon Trainiums aimed specifically at agentic AI inference and presenting a better balance between memory bandwidth and compute while also not sacrificing…
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New NVIDIA Nemotron 3 Super Delivers 5x Higher Throughput for Agentic AI
…Companies offering software development agents like CodeRabbit , Factory and Greptile are integrating the model into their AI agents along with proprietary models to achieve higher accuracy at lower cost. And life sciences…
Google's TurboQuant cuts AI working memory by 6x, but it won't fix the global RAM shortage
…Google developed three AI compression algorithms-TurboQuant, PolarQuant, and Quantized Johnson-Lindenstrauss-that reduce large language models' KV cache memory by at least six times without losing accuracy, enabling efficient AI inference…
Storage vendors orbit the Nvidia sun at GTC
…dramatically reduce inference costs while providing high performance.” How so? Seagate and Supermicro say a smart AI stack separates short-term memory (flash) from long-term memory (disk) and uses each tier…
AMD prices its Ryzen AI Halo PC at $3,999, unveils Ryzen AI Max 400 chips - Engadget
…and we can also look forward to a future model with new Ryzen AI Max 400 chips, as well. Preorders start in June. While pricey, AMD positions the Halo as a cost…
DRAM prices have tripled, and three products are paying the price
…making AI memory. Nvidia will likely divert its limited GDDR7 supply away from a super series of graphics cards and towards high-margin RTX 5090 laptop GPUs and professional AI workstations. This…
DRAM Contract Prices Are Projected to Rise By a Whopping 50% In This Quarter, As Shortages Now Appear to Be Out of Control
…memory suppliers, as evolving contract prices are forcing them to acquire inventory at higher costs. Mainstream PC OEMs are claimed to have just a few weeks of DRAM supply left, and given…