#AI Hardware

Articles (18)

• 🇺🇸 Nvidia may redesign Feynman AI platform due to TSMC capacity shortage- report — 23/03/2026 [USA] Related: #Semiconductor Supply
• 🇺🇸 An exclusive tour of Amazon’s Trainium lab, the chip that’s won over Anthropic, OpenAI, even Apple — 22/03/2026 [USA]

  Shortly after Amazon announced its $50 billion investment in OpenAI, AWS invited me on a private tour of the chip lab at the heart of the deal.

  Related: #Tech Competition
• 🇺🇸 ReLMXEL: Adaptive RL-Based Memory Controller with Explainable Energy and Latency Optimization — 19/03/2026 [USA]

  arXiv:2603.17309v1 Announce Type: cross Abstract: Reducing latency and energy consumption is critical to improving the efficiency of memory systems in modern computing. This work introduces ReLMXEL (...

  Related: #Energy Efficiency
• 🇺🇸 SpaceX, Tesla to continue ordering Nvidia chips at scale- Musk — 19/03/2026 [USA] Related: #Corporate Strategy
• 🇺🇸 How new NVIDIA chips can help AI chatbots perform better — 18/03/2026 [USA]

  NVIDIA's GTC conference brought big crowds to Silicon Valley this week, with hundreds of companies showcasing products powered by NVIDIA's chips. Tim Werth, tech editor at Mashable, joins CBS News to ...

  Related: #Chatbot Enhancement
• 🇺🇸 Nvidia announces Vera Rubin Space-1 chip system for orbital AI data centers — 16/03/2026 [USA]

  Nvidia CEO Jensen Huang said space computing "has arrived" at the GTC 2026 conference.

  Related: #Space Technology
• 🇺🇸 Nvidia prepares AI ‘inference’ chip launch to counter rising challengers — 13/03/2026 [USA]

  Jensen Huang to unveil new products at GTC event next week as spending shifts from training to running AI models

  Related: #Market Competition
• 🇺🇸 Nvidia's GTC will mark an AI chip pivot. Here's why the CPU is taking center stage — 13/03/2026 [USA]

  Nvidia and AMD are seeing huge demand for CPUs and Jensen Huang is poised to unveil details for processors specialized for agentic AI at the GTC conference.

  Related: #Industry Shift
• 🇺🇸 Architecture-Aware LLM Inference Optimization on AMD Instinct GPUs: A Comprehensive Benchmark and Deployment Study — 12/03/2026 [USA]

  arXiv:2603.10031v1 Announce Type: cross Abstract: We present a cross-architecture evaluation of production LLM inference on AMD Instinct MI325X GPUs, benchmarking four models spanning 235B to 1 trill...

  Related: #Performance Optimization
• 🇺🇸 Towards Cold-Start Drafting and Continual Refining: A Value-Driven Memory Approach with Application to NPU Kernel Synthesis — 12/03/2026 [USA]

  arXiv:2603.10846v1 Announce Type: cross Abstract: Deploying Large Language Models to data-scarce programming domains poses significant challenges, particularly for kernel synthesis on emerging Domain...

  Related: #Optimization Algorithms
• 🇺🇸 ALADIN: Accuracy-Latency-Aware Design-space Inference Analysis for Embedded AI Accelerators — 11/03/2026 [USA]

  arXiv:2603.08722v1 Announce Type: cross Abstract: The inference of deep neural networks (DNNs) on resource-constrained embedded systems introduces non-trivial trade-offs among model accuracy, computa...

  Related: #Embedded Systems
• 🇺🇸 Architectural Design and Performance Analysis of FPGA based AI Accelerators: A Comprehensive Review — 11/03/2026 [USA]

  arXiv:2603.08740v1 Announce Type: cross Abstract: Deep learning (DL) has emerged as a rapidly developing advanced technology, enabling the performance of complex tasks involving image recognition, na...

  Related: #FPGA Design
• 🇺🇸 Mira Murati’s Thinking Machines strikes multibillion chip deal with Nvidia — 10/03/2026 [USA]

  Multiyear partnership includes a further ‘significant’ investment from Nvidia into one-year-old AI start-up

  Related: #Corporate Partnership
• 🇺🇸 What Is That Mysterious Metallic Device US Chief Design Officer Joe Gebbia Is Using? — 03/03/2026 [USA]

  Gebbia was reportedly spotted at a San Francisco coffee shop using an unidentified pair of earbuds with a circular disc that looks similar to the device seen in a recent OpenAI hoax ad.

  Related: #Technology, #Government Innovation, #Social Media Speculation
• 🇺🇸 Beyond the GPU: Nvidia taps Groq tech to power next-gen AI agents — 28/02/2026 [USA] Related: #Inference Optimization, #AI Agents, #Competition in AI, #NVIDIA Strategy
• 🇺🇸 Nvidia challenger AI chip startup MatX raised $500M — 25/02/2026 [USA]

  The startup was founded by former Google TPU engineers in 2023.

  Related: #Startup Funding, #Tech Competition
• 🇺🇸 Meta deal for millions of Nvidia chips is big — these 2 charts illustrate why — 18/02/2026 [USA]

  Money has been leaving Nvidia and going to other parts of the AI chip complex in recent months.

  Related: #Tech Investments, #Market Competition
• 🇺🇸 Unleashing Low-Bit Inference on Ascend NPUs: A Comprehensive Evaluation of HiFloat Formats — 16/02/2026 [USA]

  arXiv:2602.12635v1 Announce Type: cross Abstract: As LLMs scale, low-bit floating-point formats like MXFP and NVFP4 offer new opportunities for precision and efficiency. In this work, we evaluate HiF...

  Related: #Precision Optimization, #Computational Efficiency