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Perplexity Details Its GPU Embedding Stack: How Ivy, Tulip and ROSE Serve pplx-embed
MarkTechPost linked three named components with servicing pplx-embed, but details of implementation are not yet confirmed.
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Compute hardware for AI: accelerators, processors, memory and networking. We follow vendor announcements, data-centre deployments and how hardware constraints shape the economics of training and inference.
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Primary topic in 66 of 66 reports
- Chips
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Nous Research added one-click local model setup to Hermes Desktop
Hermes Desktop automates the selection, download and basic setup of a local model for the user's GPU.
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NVIDIA Describes Building the NemoClaw Memory System
NVIDIA Developer Blog links NemoClaw to the task of handling evolving corporate context.
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NVIDIA Describes Deployment and Optimization of Models on Jetson
NVIDIA announced a resource on deploying and optimizing models on Jetson edge devices.
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AWS Describes Physical AI Model Factory on SageMaker HyperPod
AWS outlines a pipeline for Physical AI on SageMaker HyperPod and Amazon EKS with an evaluation of GPU goodput.
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Apple Hands Leadership to John Ternus Following Tim Cook's Departure
John Ternus has taken the helm at Apple after Tim Cook's exit and immediately faces preparations for a major launch.
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DeepSeek plans Huawei cluster with 160 000 chips
DeepSeek plans a large Huawei cluster for inference, but deliveries could be delayed by more than a year.
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NVIDIA and Microsoft Advance Local AI Launch at IFA 2026
NVIDIA announced collaborative work with Microsoft and partners on running AI locally on NVIDIA hardware.
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Nvidia launches PAIR to link home computers into an AI network
Nvidia has introduced an open-source software tool to combine compatible home computers into a local computing resource for AI.
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NVIDIA PAIR Expands Compute Resources on Local Network
NVIDIA links Virtual Inference Router to load distribution across a local network, but technical details remain undisclosed.
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Nvidia plans to acquire Hugging Face for $12,9 billion
Nvidia plans to buy Hugging Face for $12,9 billion
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NVIDIA Releases Switchyard Rust Proxy for LLM Traffic
NVIDIA introduces an early Rust project for routing and translating requests between OpenAI and Anthropic APIs.
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NVIDIA Describes Practical CUDA Toolbox for GPU Computing
NVIDIA Developer Blog presented material on the practical application of CUDA, but optimization details are not revealed in the available summary.
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NVIDIA Introduces TensorRT Model Connect for Open Models
NVIDIA describes TensorRT Model Connect as a set of reference implementations designed to simplify the path from an open model checkpoint to inference.
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NVIDIA describes creation of an adaptive cybersecurity system
NVIDIA described an approach to adaptive cybersecurity, but available data do not reveal its results and details of implementation.
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NVIDIA Launched BioNeMo NIM in Claude Science for Proteins
NVIDIA described the launch of tools for protein structure prediction in Claude Science, but available data does not reveal results or usage conditions.
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CXMT produces first HBM3E chips in small batches
CXMT releases HBM3E in small batches for the first time, but scale and shipment readiness remain undisclosed.
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Nvidia invests $3,5 billion in Taiwanese MediaTek
Nvidia will invest 3,5 billion dollars in MediaTek amid the development of proprietary AI chips by major technology companies.
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Nvidia expands its lead with data-center systems
New efficiency of data-center systems is linked to data-flow management, not only to computing power.
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Neocloud Lambda raises $1 billion for Nvidia chips for Microsoft
Neocloud Lambda will direct loan funds to buy Nvidia chips for leasing to Microsoft.
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Databricks descried fault-tolerant PyTorch training in AI Runtime
Databricks described an approach to PyTorch training designed for regular failures in GPU environments.
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OpenAI and MHESI launched an accelerator for 10 startups
OpenAI and MHESI launched an eight-week program in Thailand for 10 startups in health, well-being, and education sectors.
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Nvidia buys Hugging Face for 12,9 billion dollars
Nvidia buys Hugging Face for 12,9 billion dollars on the backdrop of competition around open AI models
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Nvidia is in talks to acquire Hugging Face for 12,9 billion dollars
TechCrunch AI reports on a negotiated purchase of an open AI platform for 12,9 billion dollars, but there is no primary confirmation.