GPUs · Thu 5 Nov

AIAI-generated summary An idle gaming graphics card can be turned into a home network server using software tools like llama.cpp to share local artificial intelligence capabilities across multiple household devices. By configuring specific parameters for hardware such as an RTX 4070 Ti Super, users can run models like Qwen3.6-35B-A3B locally while managing memory constraints between system RAM and video memory.

AIAI-generated summary Neocloud IREN reported that over $4 billion in projected annual recurring revenue has been pushed out to at least January following a customer request from Microsoft. IREN stated that the customer asked to reconfigure and upgrade network infrastructure to enable 200 megawatts of capacity to service latest generation frontier models.

AIAI-generated summary Data centers and power infrastructure face a looming crisis as power density scales up for future artificial intelligence models. NVIDIA upcoming Kyber rack system will require 600kW of continuous electricity, which is equivalent to the power draw of about 500 average American households.

AIAI-generated summary ROCm Blogs presents a guide detailing how to profile a DeepSeek-V4-Flash training proxy in Primus using madengine and rocprofv3. The workload uses an eight-layer BF16 training proxy configured with eight AMD Instinct MI350X GPUs on a single node.

AIAI-generated summary NVIDIA released the NVIDIA DSX AI Factory Platform and NVIDIA DSX OS as open source software licensed under Apache 2.0 to help configure and maintain accelerated Kubernetes infrastructure. NVIDIA says the open source software layer includes tools such as AICR, NVCRE, and NVSentinel to manage cluster baselines, workload validation, and ongoing health monitoring.

AIAI-generated summary The RTX PRO 5500 Blackwell has been listed by SHI Government Solutions with an MSRP of $17,999 and a discounted price of $17,408.63. This retail pricing exceeds the $16,000 cost of the higher-end RTX PRO 6000 Blackwell Workstation Edition listed on NVIDIA’s US Marketplace.

AIAI-generated summary About 600,000 Nvidia H200 chips remain stored in Hong Kong because Beijing has not approved large-scale imports, according to a Reuters report. CNBC reported that Moonshot AI has sought to rent Nvidia Blackwell chips in Europe, while Washington rules restrict direct export to China.

AIAI-generated summary About 600000 Nvidia artificial intelligence chips are stored in Hong Kong waiting for shipment to mainland China according to a Reuters report citing people familiar with the matter. Beijing has not approved large-scale imports of the H200 chips despite demand from technology companies while several major Chinese internet companies have each received about 10000 H200 chips in recent months.

AIAI-generated summary Octomind states that Flash Attention computes attention results in tiles without keeping the full score matrix in GPU memory. Octomind notes that the method does not reduce model weights or the persistent KV cache.

AIAI-generated summary Goldman Sachs Group Inc. and Apollo Global Management Inc. are in discussions with Wall Street investors to sell parts of a financing deal for SpaceX. SpaceX has said that the arrangement for GPUs is the largest of its kind on record and is structured to keep the debt off its balance sheet.

AIAI-generated summary AMD Quark uses mixed-precision quantization to evaluate transformer blocks for video generation on AMD Instinct GPUs. The calibration policy promotes sensitive blocks to W4A8 while keeping others on the W4A4 path.

AIAI-generated summary AMD announced day-zero support and optimization for Kimi K3.1 Pro on AMD Instinct MI355X GPUs using the MXFP4 checkpoint and DSpark speculative decoding. AMD says the implementation combines memory-efficient sparse attention with decode context parallelism for long-context serving and low-latency interactive workloads.

AIAI-generated summary Blackfuel is emerging from stealth with more than $250 million in contracted revenue under multi-year customer agreements to build an inference-native neocloud. The company plans an inference-only deployment in Barcelona combining AMD Instinct MI355X GPUs and AMD ROCm open software with Dell, NTT DATA and Digital Realty.

AIAI-generated summary The author benchmarked a local AI model on an RTX 4070 Ti Super PC using llama-bench and logged power draw with HWiNFO and nvidia-smi to calculate electricity costs. The measurements showed that running the Qwen3.6-35B-A3B model locally costs less than a single monthly subscription for ChatGPT, Claude, or Gemini.

AIAI-generated summary Chinese artificial intelligence developers expect to receive only a small fraction of the advanced chips ordered from NVIDIA Corp over the coming months. Alibaba, Tencent, Bytedance, and other Chinese AI and cloud majors ordered about six million of Nvidia chips worth seventy billion dollars according to Bloomberg.

AIAI-generated summary Fujitsu networking arm 1Finity announced a full-stack AI-native virtual radio access network solution underpinned by Nvidia GPUs and supported by partners such as Quanta Cloud Technology and Supermicro. 1Finity stated that the solution will enable mobile network operators to offer a comprehensive portfolio of artificial intelligence and radio access network solutions while accelerating go-to-market timelines for enterprise customers.

AIAI-generated summary Hon Hai Precision Industry Co. has released October sales data showing a 46 percent jump in revenue to NT$1.31 trillion, or $39.7 billion. Hon Hai says the sales increase reflects resilient demand for Nvidia Corp. servers that are central to a global artificial intelligence infrastructure build-out.