➀ The rapid growth of generative AI (GenAI) strains existing infrastructure with exorbitant costs (e.g., $100M training cost for GPT-4) and reliability challenges like frequent hardware failures;

➁ proteanTecs embeds intelligent on-chip agents to enable real-time workload-aware monitoring, dynamically optimizing power, performance, and reliability with minimal overhead (1-1.5% gate count, 8-14% power reduction);

➂ The solution addresses both AI training and inference challenges, offering adaptive voltage/frequency scaling and health monitoring to sustain scalable GenAI advancements.

➀ France's historical influence on Western civilization sets the stage for VSORA, a French AI chip startup, to emerge as Europe's sole competitive player in AI processors despite geographical distance from Silicon Valley;

➁ Silicon Valley's ecosystem thrives on proximity and rapid information exchange, yet VSORA leveraged its outsider status to develop a breakthrough hardware architecture for AI inference in data centers and edge computing;

➂ Adopting a hybrid model, VSORA plans to establish a Silicon Valley design center while retaining French engineering roots, addressing transatlantic collaboration challenges through advanced tools and strategic alignment.

➀ Neil Druckmann discussed the evolving role of storytelling in video games with screenwriter Alex Garland, reflecting on the challenges and inspirations around narratives in games.

➁ Games like BioShock and The Last of Us demonstrated the full capability of narrative in gaming, challenging the industry's skepticism.

➂ Druckmann shared his early inspirations for narrative-driven games, including Monkey Island 2 and Half-Life 2.

➀ Reputable leaker Billbil-Kun reports that Death Stranding 2 pre-orders are expected to start in March, with a release date likely announced at SXSW 2025.

➁ The game will have a Standard Edition at $69.99 and a Collector's Edition at $229.

➂ The leak also confirms that Death Stranding 2 will launch with a physical Standard Edition, priced at $69.99 USD / 69.99 EUR, along with a Collector's Edition planned for North America and Europe, retailing at $229 USD.

➀ Dr. Prady Gupta is the Founder and Chief Scientist at Infinita Lab and Infinita Materials, focusing on materials testing and specialized chemicals for high-tech industries.

➁ Infinita Lab offers a network of over 2,000 accredited labs for comprehensive materials testing services.

➂ Infinita Materials specializes in custom inorganic chemicals for sectors like semiconductors and batteries.

➀ This paper discusses the post-silicon validation of the IBM POWER9 processor, highlighting its significance in the context of increasing multi-core processor adoption by hyperscalers.

➁ IBM's Threadmill, a tool for processor verification, has been enhanced since the POWER7, including optimized template allocation and debugging strategies for multi-core write drops.

➂ The validation methodology for POWER9 has significantly improved bug detection rates compared to POWER8, with new techniques like AI prioritization and hardware irritators to induce bugs.

➀ Traditional RF board design strategies are insufficient for high frequencies and dense layouts;

➁ Keysight and Modelithics collaborate on an advanced RF board simulation workflow;

➂ The use of 3D passive component models enhances simulation accuracy and reduces the risk of board re-spins.

➀ The GeForce RTX 5060's launch has been pushed back to April 2025 due to 'chip supply constraints';

➁ The delay affects the RTX 5070, RTX 5080, and RTX 5090, with limited supply expected leading to instant sellouts;

➂ The AI boom is increasing semiconductor demand, impacting the availability of the new GeForce RTX 50 Series.

➀ Anduril Industries, led by Palmer Luckey, is set to take over the US Army's Integrated Visual Augmentation System (IVAS) program, pending Department of Defense approval.

➁ The program includes advanced headgear with AR capabilities, and Anduril will manage production and development with Microsoft Azure as the preferred cloud provider.

➂ Palmer Luckey, the founder of Oculus VR and Anduril Industries, sees this as a deeply personal achievement, emphasizing the potential of the technology to save lives.

➀ AONDevices specializes in super-low-power Edge AI solutions with a focus on energy efficiency and high accuracy.

➁ The AONx360 platform simplifies ML model creation and deployment.

➂ AONDevices differentiates itself through an end-to-end approach combining ML chips, models, and software.

➀ China has initiated an antitrust investigation into a major US tech company as a response to President Trump's recent import tariffs.

➁ The investigation targets Google and follows a series of retaliatory measures taken by China, including new tariffs on US coal, natural gas, oil, agricultural equipment, and large-displacement automobiles.

➂ Google has a history of facing antitrust investigations from various regions, including the EU, UK, and US.

➀ A research firm, SemiAnalysis, revealed that DeepSeek's R1 model cost significantly more than the claimed $5 million.

➁ DeepSeek spent much more to train its R1 model than the touted $5 million, with an estimated total cost of $1.6 billion in capital expenditures and $944 million in running costs.

➂ The announcement of the cost of DeepSeek's R1 model caused significant market disruption, wiping approximately $1 trillion from the stock market and $600 billion from NVIDIA.

➀ OpenAI has launched the o3-mini, its most cost-efficient and powerful model in the reasoning series.

➁ The new model responds 24% faster than o1-mini and provides more accurate answers.

➂ o3-mini supports function calling, structured outputs, and developer messages, making it production-ready.

➀ OpenAI CEO Sam Altman commented on the market hype around the new DeepSeek AI model.

➁ The DeepSeek R1 model, created for $6 million using old NVIDIA GPUs, has raised questions about the billions of dollars invested in AI development.

➂ OpenAI CEO Sam Altman acknowledged the impressive nature of the DeepSeek R1 model and expressed excitement about continuing their research roadmap.

➀ NVIDIA's stock price dropped 17% after Chinese startup DeepSeek launched its R1 model.

➁ The R1 model, developed in just two months and costing $6 million, rivals OpenAI's ChatGPT.

➂ NVIDIA responded to the development, emphasizing the importance of Test Time Scaling and the need for NVIDIA GPUs.

➀ Semidynamics, founded in 2016, transitioned from RISC-V design services to licensing customizable 64-bit RISC-V processor IP in 2019.

➁ UPMEM's selection of Semidynamics' IP for large language models in 2024 led to increased interest from other fabless semiconductor companies.

➂ The company is focusing on providing customized solutions and encouraging early collaboration to address challenges and meet future demands in the AI sector.

➀ President Trump plans to impose tariffs on foreign semiconductor production to boost U.S. manufacturing.

➁ He also commented on Chinese AI company DeepSeek, highlighting its impact on the AI industry and the need for U.S. competitiveness.

➂ DeepSeek's advancements have significantly affected the market, causing substantial financial shifts.

➀ NVIDIA's stock dropped 11% in pre-market trading due to concerns over China's DeepSeek AI startup.

➁ DeepSeek's R1 model is significantly cheaper to train than competitors, leading to a reevaluation of AI GPU investments.

➂ Other major tech stocks, including AMD, Microsoft, and Meta, also experienced declines.

➀ DeepSeek, a Chinese AI lab, reportedly has access to tens of thousands of NVIDIA H100 AI GPUs despite U.S. export restrictions.

➁ The DeepSeek R1 model competes with leading AI models like OpenAI's o1 and Meta's Llama.

➂ DeepSeek focuses on software-driven optimization and open-source collaboration to advance AI technology.

➀ Nanusens uses patented technology to fabricate chips with nano-mechanisms (NEMS) using CMOS manufacturing, leading to improved performance, reduced size, and lower costs.

➁ The company validated its RF Digitally Tunable Capacitor (DTC) prototype, increasing antenna efficiency and enhancing smartphone capabilities.

➂ Nanusens plans to focus on RF products initially while exploring future developments in AI processors with their NEMS in CMOS technology.