➀ The market prospects for humanoid robots have improved with Jensen Huang's introduction of an open source foundational model called Isaac GR00T N1.

➁ TrendForce projects the total market value of the humanoid robot industry to reach nearly $4 billion by 2028.

➂ The Nvidia model, featuring comprehensive datasets and adaptable training capabilities, is expected to accelerate market adoption by speeding up AI model training and reducing time-to-market.

➀ e-con Systems has launched a new embedded camera designed for integration with the NVIDIA Holoscan platform, enabling real-time AI-based object detection and recognition.

➁ The camera is ideal for industrial automation, robotics, and medical imaging applications, featuring high-speed and low-latency imaging with e-con's proprietary TintE Image Signal Processor (ISP).

➂ It leverages the NVIDIA Holoscan Sensor Bridge powered FPGA board to simplify setup and offload image processing tasks, optimizing GPU resources for AI inference.

➀ Ed向他的日记透露，执政不到一年的工党政府正在削减福利预算；

➁ 总理认为Ed是一个多面手，经常找他解决问题，Ed成了他的跑腿；

➂ 总理希望Ed帮助解决长期病假人员的问题，以减少福利预算开支，并避免政府形象受损。

➀ Nvidia's GTC 2025 unveiled a roadmap with powerful new AI GPUs and systems, including Rubin GPUs for 2026 and Rubin Ultra in 2027.

➁ Intel's restructuring began with new CEO Lip-Bu Tan and a reorganization of Intel Foundry operations.

➂ Storage solutions for AI use cases were showcased, including Kioxia's 122.88TB SSD and Seagate's NVMe HDDs.

➀ Razer's new AI assistant, Project Ava, promises real-time coaching, gameplay, and technical support.

➁ The assistant aims to assist players with every aspect of the gaming experience.

➂ The main challenge is to maintain real-time accuracy and usefulness during competitive play.

➀ Professor Hendrik Wöhrle of the University Duisburg-Essen and Fraunhofer Institute for Microelectronic Circuits and Systems is working to make AI in medicine more efficient, compact, fast, and safe.

➁ His research group combines the expertise of both institutions to develop new hardware and software architectures for embedded systems using AI.

➂ The goal is to create systems that are particularly efficient for AI, machine learning, and robotics, aiming for greater performance, compactness, speed, and energy efficiency, suitable for use in implants or portable devices.

➀ The article discusses how 3D NAND flash memory is becoming essential for meeting the increasing data storage needs driven by AI. It highlights the shift from 2D to 3D NAND structures, which allow higher storage density through vertical stacking.

➁ Key players like Samsung, Western Digital, and SK Hynix are mentioned as leaders in 3D NAND technology. The article also explores innovations in cryogenic etching technology, which enhances etching capabilities and addresses scaling challenges.

➂ The global NAND flash memory market is expected to grow significantly, reaching $83 billion by 2036. Lam Research is noted as a market leader in 3D NAND dielectric etching, with advancements like the Lam Cryo™ 3.0 enabling more efficient and precise etching processes.

➀ Jayashankar Narayanankutty, Cadence Design Systems的销售总监，讨论了公司与印度政府合作的计划如何推动其业务增长，特别是在初创公司领域。

➁ Cadence通过灵活的商业模式为不同阶段的初创企业提供支持，包括提供免费或延迟支付的EDA工具，以帮助解决资金和技术挑战。

➂ Cadence正在投资于AI驱动的设计工具和3D集成电路技术，这可能成为印度在半导体行业取得领先地位的机会。

➀ The NVIDIA DGX Spark is a compact AI mini PC designed for scale-out clustering;

➁ It features 20 Arm cores, 128GB of LPDDR5X memory, and a Blackwell GPU;

➂ Priced at $3999, it offers 200GbE NVIDIA ConnectX-7 networking and is compatible with clustering configurations.

➀ SoftBank Group has announced the acquisition of Ampere Computing, a Silicon Valley-based startup specializing in Arm-based server chips, for $6.5 billion.

➁ The deal is expected to close in the second half of 2025 and represents SoftBank's growing investment in artificial intelligence infrastructure.

➂ The acquisition reflects SoftBank's belief in the increasing importance of Arm-based technology in data centers.

➀ ASUS introduced the ASUS Ascent GX10, a petaflop-scale AI supercomputer powered by the NVIDIA Grace Blackwell Superchip. It provides unprecedented computing power, high-speed memory integration, and easy scalability for enterprise-level AI capabilities.

➁ The device delivers 1,000 TOPS of AI processing power, supporting AI models with up to 200 billion parameters. It includes Blackwell GPU with fifth-generation Tensor Cores and Grace 20-core Arm CPU for efficient data orchestration and real-time inferencing.

➂ The supercomputer integrates NVIDIA NVLink-C2C connectivity, offering 5x the bandwidth of PCIe 5.0. It supports seamless transitions between local development and scalable deployment, aiding developers in AI model prototyping and fine-tuning.

➀ MIT's CSAIL has developed Xstrings, a new 3D printing technique that simplifies the creation of cable-driven devices by embedding cables directly into 3D-printed structures, reducing production time by 40%.
➁ The system allows users to specify motion types such as bending, twisting, or coiling through a digital blueprint, enabling seamless design and fabrication in a single step.
➂ Demonstrated applications include robotic fingers, interactive sculptures, and gripping tentacles, showcasing potential in robotics, art, and wearable tech.

➀ Dell'Oro reported that datacentre capex grew 51% to $455 billion in 2024, driven by hyperscalers deploying accelerated servers optimized for AI training workloads.

➁ The top 10 hyperscalers accounted for over half of global datacentre capex, with NVIDIA's Hopper architecture and custom accelerators from Google, Amazon, and Microsoft contributing significantly.

➂ Dell led all OEMs in server revenue for 2024, with white-box server vendors capturing over 56% of total server revenue.

➀ Softbank has announced the planned acquisition of Ampere Computing for $6.5 billion in cash;

➁ Ampere Computing will retain its name and product lines such as AmpereOne and Ampere Altra;

➂ The acquisition is expected to close in the second half of 2025, with major investors selling their stakes.

➀ AI has become an ever-accelerating treadmill, with costs increasing exponentially.

➁ Jensen Huang highlighted the need for significantly more computation power due to agentic AI, with a requirement 100 times greater than last year's expectations.

➂ Nvidia is increasing its GPU generation frequency to keep pace, as the AI treadmill is driven by new iterations with enhanced capabilities, such as Perception, Generative, Agentic AI, and the upcoming Physical AI.

NVIDIA has introduced its DGX Station workstation platform, featuring the GB300 Desktop Superchip, which combines a Grace CPU with a Blackwell GPU optimized for AI workloads.

The platform is designed for software developers, researchers, and data scientists, with a focus on high-speed networking and scalability for extensive AI models.

The specifications of the 'Desktop Superchip' are yet to be disclosed, but it is expected to be a combination of Grace CPU and Blackwell Ultra GPU components optimized for desktop PCs.

➀ Automotive electronics is advancing rapidly, focusing on autonomy, electrification, and car cockpit improvements.

➁ The need for advanced functionality is high, but OEMs aim to minimize costs and maximize software-driven features.

➂ Modern cars are equipped with multiple sensors, including cameras, radar, and lidar, requiring advanced fusion and processing techniques.