Blackwell
PulseAugur coverage of Blackwell — every cluster mentioning Blackwell across labs, papers, and developer communities, ranked by signal.
- instance of Nvidia Rubin Gpu 90%
- instance of Nvidia GeForce RTX 5070 Ti 90%
- instance of GDDR7 SDRAM 90%
- instance of Nvidia RTX 5060 Ti 90%
- developed Vera Rubin NVL72 90%
- instance of Newegg 90%
- used by Arm Holdings 90%
- uses RTX Spark 90%
- instance of Nvidia RTX 50 series 90%
- instance of RTX Pro 5500 90%
- instance of Nvidia RTX Pro 6000 Blackwell Workstation Edition 90%
- competes with jalapeño 80%
- 2026-11-04 product_launch Elon Musk announced that approximately 1.2 million Blackwell GPUs will be deployed at the Colossus 2 supercomputer by the end of the year. source
25 day(s) with sentiment data
Blackwell performance will be benchmarked against Jalapeño within 60 days
With OpenAI's Jalapeño chip now revealed and positioned as a direct competitor to NVIDIA's Blackwell, it is highly probable that independent benchmarks comparing the two will emerge. These benchmarks will be crucial for verifying OpenAI's performance claims and assessing the true competitive landscape.
OpenAI's Jalapeño chip to achieve >1.9 exaFLOPS in specific workloads
OpenAI's Jalapeño chip is claimed to offer 1.5-1.9x more work per watt and 1.7-3.6x lower latency. If these figures hold true for specific, optimized workloads, the chip could effectively surpass the 1.7 exaFLOPS mentioned in other reports, especially when considering its inference focus.
OpenAI leverages its own AI models for chip development
The report indicates that OpenAI used its GPT-Astra and Codex models to aid in writing and optimizing the low-level kernels for the Jalapeño chip. This suggests a growing trend of AI-assisted hardware design and development within leading AI labs.
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Nvidia CEO Jensen Huang faces ouster amid affair scandal, stock plunges
Nvidia CEO Jensen Huang is reportedly facing ouster from the company's board following revelations of an extramarital affair with a subordinate and a separate affair with an individual believed to be a Chinese intellige…
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Apple Mac Studio with M5 Ultra challenges Nvidia DGX Spark in AI benchmarks
Apple's Mac Studio, equipped with the M5 Ultra SoC, is being benchmarked against Nvidia's DGX Spark for local AI performance. The Mac Studio, featuring a 36-core CPU and 80-core GPU with Neural Accelerators, and up to 5…
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Trump vague on knowledge of Nvidia CEO Jensen Huang's alleged spy affair
Former President Trump addressed questions regarding his awareness of Nvidia CEO Jensen Huang's alleged affair with a suspected Chinese spy. While Trump stated he spoke with Huang recently and Huang denied any knowledge…
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Nvidia restricts China's access to overseas AI GPUs, driving up black market prices
Nvidia is implementing new restrictions on overseas cloud GPU rentals to China, requiring partners to allocate at least 51% of their services to non-Chinese clients. This move aims to curb the black market for AI hardwa…
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DEEPX AI chip runs cool enough to keep butter solid, targets robotics
South Korean startup DEEPX has developed an AI chip, the DX-M1, that runs significantly cooler than competitors, demonstrated by its ability to keep butter solid during a thermal benchmark. This efficiency is crucial as…
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Megaspeed accused of funneling $7.5B in Nvidia AI chips to China
A Singapore-based company, Megaspeed, is under scrutiny for allegedly circumventing U.S. export restrictions on advanced AI chips to China. Reports suggest that Alice Huang, a former executive at Megaspeed, may have use…
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New DiRotQ method enhances 4-bit quantization for Diffusion Transformers
Researchers have developed DiRotQ, a new 4-bit quantization framework for Diffusion Transformers (DiTs) that significantly reduces memory and computational costs while preserving image generation quality. The method uti…
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AI market volatility: LLM prices fluctuate, GPU rentals rise, and funding news emerges · 1 source tracked
TANDIU's weekly data notes for November 2-9, 2026, highlight significant shifts in AI pricing and infrastructure. The LLM API list price for a specific model doubled and then halved within a week, underscoring the volat…
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Kimi-K3.1-Pro-Coder model size slashed to 775 GB via multi-tier quantization
A new experimental quantization of the Kimi-K3.1-Pro-Coder model, named Kimi-K3.1-Pro-Coder (2.8T), has been developed, reducing its size from 1.77 TB to 775 GB. This was achieved through a multi-tiered quantization str…
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Nvidia stock slides 25% amid growing data center risks
Nvidia's stock has experienced a 25% decline from its recent peak in October. Investors are closely monitoring the company's performance, particularly concerning growing risks within its data center segment. The upcomin…
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ZYFA boosts AMD MI355X FP8 FlashAttention speed by up to 1.99x
Researchers have developed ZYFA, a new set of prefill attention kernels for AMD Instinct MI355X GPUs that leverage FP8 precision for improved speed and accuracy. ZYFA employs novel techniques, including a simplified pro…
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Open-weight AI models face production hurdles amid hardware shortages and licensing complexities · 2 sources tracked
This week's AI news highlights the growing availability of open-weight models, with Mistral AI and Moonshot AI releasing significant models. However, the practical adoption of these models is increasingly constrained by…
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Chinese AI lab Moonshot seeks Nvidia GPUs in Europe to bypass US export bans
Chinese AI lab Moonshot, known for its Kimi model, is reportedly seeking to lease Nvidia GPUs in European data centers to circumvent U.S. export restrictions. The company is primarily interested in inferencing capacity …
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HyperFlow H3 Flash model generates video and audio with fewer steps
Video Rebirth has released HyperFlow H3 Flash, a compressed version of MiniMax-H3 that generates synchronized video and stereo audio. This model, available in 14B parameter sizes, can produce 5.2 to 15-second videos at …
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Elon Musk to deploy 1.2M Blackwell GPUs at Colossus 2 by year-end
Elon Musk announced that approximately 1.2 million Blackwell GPUs will be deployed at the Colossus 2 supercomputer by the end of the year. This significant deployment is expected to bolster AI and supercomputing capabilities.
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32GB GPUs unlock larger local LLM deployments, moving beyond 24GB limits
The availability of 32GB GPUs, such as the RTX 5090, significantly expands the capabilities for running large language models locally. Previously, the 24GB VRAM limit on cards like the 3090 and 4090 restricted users to …
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Qwen3.8-27B model cost per token varies significantly with prompt type
Benchmarking the Qwen3.8-27B model on an Nvidia RTX Pro 6000 Blackwell Workstation Edition reveals significant cost variations per token based on prompt type. Using vLLM with Multi Token Prediction (MTP) enabled, the mo…
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KernelSeek AI agent optimizes CUDA kernels with questions, beats baselines
Researchers have developed KernelSeek, a novel question-driven AI agent designed to optimize CUDA kernels for GPU performance. Unlike existing agents that rely on extensive toolkits or fixed policies, KernelSeek uses ta…
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DeepSeek doubles funding amid surging Nvidia Blackwell chip prices
DeepSeek has reportedly doubled its latest funding round, with Chinese state-owned investors now comprising 27% of the company. Techmeme has linked this funding surge to the increasing black-market prices of Nvidia's Bl…
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Nvidia removes RTX 5080 from store, prices surge amid production rumors
Nvidia has reportedly removed the RTX 5080 from its online store, mirroring the earlier removal of the RTX 5090. This action has led to significant price increases for the RTX 5080 on the secondary market, with prices m…