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Thursday 23 January 2025
The future of AI-powered poker bots
In recent years, artificial intelligence technology has rapidly advanced, leading to the development of poker bots able to compete against professional human players. With names like Claudico, Libratus, Pluribus, and DeepStack, these AI poker agents employ sophisticated mathematical algorithms and probabilities to study games and opponents. They measure game theory and optimal strategies, exploit machine learning, and always try to achieve the maximum expected value for a large number of hands
Thursday 23 January 2025
MetAI secures US$4M seed funding to redefine physical AI training through digital twins
MetAI, a Taiwanese startup pioneering the integration of industrial AI and 3D simulation technologies, today announced the successful close of a $4 million seed funding round. Investors include Addin Ventures, Kenmec Mechanical Engineering (6125.TWO), NVIDIA, Solomon Technology (2359.TW), SparkLabs Taiwan, and Upstream Ventures. This milestone underscores MetAI's pivotal role in advancing physical AI and bridging the gap between simulation and reality through cutting-edge technologies.The funding will accelerate MetAI's research and development efforts, scale its engineering team, and expand operations into the US market with a focus on semiconductor manufacturing, automated warehousing, and robotics applications.Revolutionizing physical AI and world models with scalable digital twinsThe next wave of AI, often described as the revolution of physical AI or generative physical AI, relies heavily on physically accurate simulated environments where robots, autonomous systems, and operational AI can be trained and validated before deployment. The transition to physical AI—and the development of comprehensive world models—has been hindered by the complex and time-consuming process of creating realistic, functional digital twins.MetAI addresses this challenge with its proprietary generative model, a cutting-edge technology that enables the instantaneous generation of "SimReady (Simulation-Ready)" digital twins. By converting CAD files into operational 3D environments within minutes, MetAI's technology allows businesses to deploy precise, scalable, and fully functional simulations instantly.Developing physically accurate digital twins is seen as a barrier to entry for those looking to develop physical AI at scale," said Daniel Yu, CEO and Co-founder of MetAI. "We're changing that narrative by enabling businesses to instantly train AI systems—whether for robotics, logistics, or manufacturing—in physics-based virtual environments with unprecedented efficiency and scalability."Driving real industry impact: collaboration with KenmecMetAI partnered with Kenmec Mechanical Engineering in 2023 to revolutionize the creation of automated warehouse digital twins. MetAI's technology reduced the time needed for warehouse digital twin simulations from thousands of hours to just 3 minutes, dramatically saving operational and verification efforts. The generated digital twins operate with real-world fidelity, effectively establishing a warehouse world simulator—a dynamic virtual environment that mirrors real-world operations, enabling immediate throughput validation, optimization, and potential integration with AI agents to explore the world in simulations.Credit: MetAIThis collaboration demonstrated such significant value that Kenmec became a major investor in MetAI during this funding round."MetAI is changing the automated industry with its digital twin and simulation technologies," says Jonas Ko, President of Kenmec. "With their advanced technology combined with Kenmec's leading automated solutions, we aim to work together to deliver the most optimal and efficient outcomes for end customers, accelerating the adoption and implementation of automation with unprecedented precision and speed, empowered by AI advancements."Building on this success, MetAI has initiated collaborations with major manufacturing giants, including semiconductor fabs, aiming to apply the same methodology to create operational digital twins for fabs, further accelerating industry-wide efficiency.From real-to-sim to sim-to-realMetAI's technology goes beyond digital twin creation to provide tools for physical AI training, validation, and the generation of precise world models. By integrating scalable digital twins with reinforcement learning, MetAI enables robots and AI agents to learn, adapt, and optimize performance within simulated environments that replicate real-world complexities before real-world deployment.Key benefits include:Scalability: Organizations can rapidly generate environments for multiple scenarios or facilities, enabling faster prototyping and validation, and reducing simulation setup time from months to minutes.World Models for Industrial Use: With digital twins that highly resemble the real world, MetAI enables the creation of world simulators—dynamic, physics-based virtual representations of physical environments—supporting comprehensive AI testing and optimization. Precision Training: Robots and autonomous systems can be trained in physically accurate environments, minimizing real-world testing time, risks, and costs. Iterative Optimization: AI systems can refine their strategies continuously, leveraging reinforcement learning to adapt to changing needs.Driving value for the semiconductor and robotics industriesOne of MetAI's primary focuses is accelerating semiconductor manufacturing, an industry that faces significant challenges in labor constraints and the operational efficiency of factor designs. By simulating fab construction and production line setup with AI agents, MetAI has the potential to reduce timelines by up to a year, significantly enhancing operational efficiency.MetAI's broader applications extend to robotics and warehouses/logistics, where its ability to generate precise, dynamic environments allows for optimal training of autonomous mobile robots (AMRs), robotic arms, and other precise industrial systems. This scalability helps industries maintain competitiveness in markets that evolve so fast nowadays.Credit: MetAICredit: MetAICollaboration with NVIDIAAs a member of the NVIDIA Inception program for startups, MetAI has collaborated closely with NVIDIA to refine its applications by integrating NVIDIA Omniverse technologies, unlocking new opportunities and industrial use cases. By taking advantage of the exceptional simulation scalability of the NVIDIA Omniverse platform, MetAI aims to empower businesses with applications that possess unprecedented speed and precision to train AI systems for real-world deployment.Scaling in the US MarketBuilding on its momentum and preliminary success with industry leaders in Taiwan's manufacturing and automation sector, MetAI is set to fuel the momentum of growth and accelerate its presence in the US market. With plans to deepen its US operations in 2025, the company is committed to bringing its groundbreaking technologies to the US semiconductor and automated warehouse industries, supporting businesses to achieve new heights of operational efficiency and digital transformation.Credit: MetAICredit: MetAI
Thursday 23 January 2025
Storage giants collaborate with Silicon Motion Technology
Artificial intelligence (AI) took center stage at CES 2025, bringing a key challenge for tech giants into focus: balancing high performance with power efficiency amid growing computational demands. In CES 2025, Silicon Motion Technology introduced its PCIe Gen5 SSD controller, the SM2508, specifically designed to address this need. Leading brands like ADATA Technology, BIWIN, and Lexar showcased a range of next-generation PCIe Gen5 SSD products powered by the SM2508 controller. Meanwhile, Fanxiang unveiled several storage solutions featuring the SM2320 controller, demonstrating Silicon Motion Technology's extensive expertise in storage controller innovations.CES 2025 – Striking the Perfect Balance Between High Performance and Power Efficiency in the Computational EraThe SM2508 capitalizes on TSMC's 6nm EUV process technology to slash power consumption by 50% compared to 12nm solutions. Its PCIe Gen5 implementation operates below 7 watts, delivering a 70% improvement in energy efficiency. Equipped with an advanced 8-channel architecture, the SM2508 supports capacities of up to 8TB. It is paired with a NAND flash interface speed of up to 3600MT/s, enabling sequential read/write speeds of 14.5GB/s and 13.6GB/s, respectively. The controller also delivers random read/write performance exceeding 2.5 million IOPS, representing a threefold improvement over its predecessor.At CES 2025, ADATA Technology showcased its new MARS 970 series, introducing two SSDs powered by the SM2508 controller for desktops and laptops. The MARS 970 STORM, designed for desktop computers, features an ARM Cortex R8 real-time computing architecture and an 8-channel NAND flash design. It achieves sequential read speeds of 14,000MB/s and sequential write speeds of 12,000MB/s. Combined with XPG's exclusive hybrid liquid-air cooling system, it is particularly suited for high-load applications such as AAA gaming, high-performance workstations, and AI computing. The MARS 970 BLADE, designed for laptops, breaks the limitation of large heatsinks typically required for PCIe Gen5 SSDs. It delivers sequential read speeds of 12,000MB/s and sequential write speeds of 11,000MB/s, while an innovative ultra-thin heatsink design ensures excellent cooling without increasing the laptop's thickness or weight. ADATA Technology expressed its intention to continue deepening its partnership with Silicon Motion Technology, expanding the application of PCIe Gen5 technology to develop diversified storage solutions such as USB devices and external SSDs, catering to various market demands and providing comprehensive storage products for both consumer and enterprise users.Another storage giant, BIWIN (BIWIN STORAGE TECHNOLOGY), also exhibited a range of new storage products powered by Silicon Motion Technology controllers. Among them, the flagship PCIe Gen5 SSDs X570 PRO and Predator GM9000, both utilizing the SM2508 controller, offer read speeds of 14,000MB/s and write speeds of 13,000MB/s, along with up to 4GB of DRAM cache. These features, along with smart optimization mechanisms, significantly enhance data processing and multitasking capabilities. With a high-quality 3D TLC NAND flash memory design, the random access performance reaches 2 million IOPS, meeting the stringent demands of high-end users for professional workstations and gaming computations. For portable storage solutions, BIWIN introduced the Amber PR2000 external SSD powered by the SM2320 controller. It supports USB 3.2 Gen 2x2 specifications, offering read speeds of up to 2,000MB/s and write speeds of 1,800MB/s, providing high-performance mobile storage for professionals.Lexar presented several products based on its latest collaborations with Silicon Motion Technology. Among them, the SL500 external SSD, a recipient of the 2025 CES Innovation Award, features an innovative magnetic design for direct attachment to a smartphone's back and supports 4K 120fps high-quality video recording, catering to the mobile shooting needs of content creators. Another key product is the NM1090 Pro SSD, developed for PC gamers, which is powered by the SM2508 controller built using Silicon Motion Technology's 6nm process. It offers sequential read speeds of up to 14GB/s and write speeds of 12GB/s, nearly doubling the performance of PCIe 4.0 products. Thanks to the advanced manufacturing process of the SM2508 controller, this product not only effectively manages heat dissipation during high-speed operation but also maintains stable performance and excellent energy efficiency during professional applications such as 4K/8K video editing, AI model training and high-performance graphics computing.At CES 2025, Fanxiang showcased several new products powered by Silicon Motion SM2320 controller. Silicon Motion's SM2320 portable SSD controller is equipped with both Type-C and USB-A interfaces, supporting transmission speeds of 20Gbps and 10Gbps, respectively. Despite its compact size—roughly that of a USB flash drive—it delivers outstanding performance, transferring 4GB of video in just 2 seconds, even in low-temperature environments. This makes it particularly well-suited for mobile professionals, content creators, and business users.As the AI computing era unfolds, the balance between storage device performance and power consumption becomes increasingly important. At CES 2025, leading storage companies such as ADATA Technology, BIWIN, Lexar, and Fanxiang showcased several products powered by Silicon Motion Technology controllers. Whether it's the high-speed read/write performance sought by gamers, the stable computational performance demanded by professional workstations, or the need for thin and efficient cooling in laptops, Silicon Motion Technology's solutions cater to these diverse requirements. Looking to the future, Silicon Motion Technology is committed to deepening its relationships with customers and partners, seizing opportunities in the next generation of storage technology.Lexar - NM1090 Pro SSDCredit: LexarBIWIN - X570 SSDCredit: BiwinAdata - MARS 970 STORM SSD Credit: AdataAdata - MARS 970 BLADE SSDCredit: Adata
Friday 17 January 2025
Biwin unveils ultra-compact mini SSD, delivering powerful performance for edge intelligence devices
The accelerating global digital transformation has positioned storage devices as no longer merely tools for data storage but as critical cornerstones for facilitating information security, promoting computational efficiency, and shoring up business innovation. In response to the industry trends, BIWIN has unveiled a brand-new generation of storage solution - Mini SSD, a revolutionizing version that breaks through the volume limitations of traditional SSD. The breakout product is a masterpiece that combines all aspects of powerful performance, compact size, and high reliability, redefining new benchmarks for storage peripherals, breaking the boundaries between storage and application, and immersing users with efficient and secure data management experiences anytime, anywhere.Redefining Storage Form Factor: Balance Between Small Size and High PerformanceThe Mini SSD crystallizes BIWIN's years of technological accumulation in storage solutions and packaging and testing fields. The application of LGA (Land Grid Array) packaging technology contributes to high integration of controller and NAND flash modules, resulting in the integral dimensions of just 15mm×17mm×1.4mm which is almost equivalent to a microSD card or just half the size of a coin, yet realizing a leapfrog in performance and capacity enhancement. Its design meets both the needs of terminal devices for slim portability and provides greater design flexibility for device manufacturers.Redefining Storage Form Factor: Balance Between Small Size and High PerformancePowered by complementary slot design to enable a flexible plug-and-play experience, this innovation allows for extensive compatibility with abundant devices including laptops, tablets, smartphones, cameras, NAS, smart photo albums, and portable SSDs, effortlessly fitting massive data into your "pocket". Furthermore, the removability functionality featured by Mini SSD simplifies data transfer processes, breaks data boundaries, and enhances data sharing convenience between devices, meeting storage needs in different scenarios and becoming a capable assistant for smart living.Size Down, Performance Up Driving a Comprehensive Upgrade of Smart ExperienceMini SSD achieves excellent performance in its compact body. The product supports PCIe 4.0×2 interfaces and NVMe 1.4 protocol, and by adopting 3D TLC NAND, it achieves read speeds up to 3700MB/s and write speeds up to 3400MB/s, along with a wide range of capacity options covering 512GB~2TB, fulfilling high-efficient storage needs across various scenarios including mobile devices and edge intelligent terminals.Size Down, Performance Up Driving a Comprehensive Upgrade of Smart ExperienceWith extraordinary efficiency performance as swift as a strong gale, the Mini SSD effortlessly handles high-load scenarios, including rapid loading of large AAA games, 4K video editing, image rendering, real-time interactions, and multitasking demands. Whether for gaming enthusiasts or content creators, the Mini SSD delivers an unprecedented smooth and efficient user experience.With extraordinary efficiency performance as swift as a strong gale, the Mini SSD effortlessly handles high-load scenariosThe substantial capacity of the Mini SSD equips customers to handle multi-functional media centers and small data centers on home/enterprise NAS, and smart photo albums, providing excellent storage and performance guarantees for home audio-visual entertainment, photo album sharing management, cloud collaborative working, and remote file access applications, all of which help to ensure perfect preservation of precious moments from business exhibitions, artistic creation, and family life, making life more convenient and memories more vivid.Collaborative Hardware and Firmware: Dual Protection of Security and ReliabilityIn addition to demonstrating excellence in performance, Mini SSD from BIWIN qualifies for data security and device stability through hardware and software collaborative design. The products are equipped with top-notch integrated packaging technologies which are replete with capabilities of vibration resistance and shock resistance, as well as IP68 rating dust and water resistance. Designed to withstand outdoor drops and impacts, it's able to endure falls from a height of up to 3 meters without damage, meeting high-standard data protection in a wide range of complex and variable environments. The particular LGA packaging form creates reliable electrical and mechanical connections through direct pad-to-pin connections, engineered to power well-established vibration and shock resistance and then secure stable operation under harsh circumstances.Collaborative Hardware and Firmware: Dual Protection of Security and ReliabilityIn terms of firmware algorithm, this Mini SSD boasts technical features like dynamic SLC cache, dynamic wear leveling, Trim, GC (Garbage Collection), and advanced thermal management, ensuring continuously durable writing and secure reliable storage of data and thereby protecting data integrity and consistency.The launch of the Mini SSD, which marks an important step in BIWIN's integrated R&D and packaging and testing business model, not only crystallizes its profound insights into storage technology but also injects fresh vitality into the industry with its exceptional performance and innovative design.BIWIN has a clear sense that not only is the success of a product determined by the technology itself but also backed by collaborative cooperation with upstream and downstream partners in the industry chain. Looking ahead, BIWIN will continue to bear in mind the concepts of openness and mutual benefits to forge partnerships with terminal manufacturers and industry collaborators with the goal of promoting the marketization of Mini SSD, accelerating ecosystem development, and achieving dual empowerment of technology and business value. Taking Mini SSD as a springboard, BIWIN is readily steeling itself to explore the new frontiers in storage technologies, funding development efforts into technical research and development and diversifying the product matrix, thereby sparking valuable growth for users and partners and jointly creating unlimited possibilities for the future of storage.For More About BIWIN: https://en.biwin.com.cn/
CES 2025: Lightning D-Talks
Samsung expands mobile phone production beyond Asian countries, says DIGITIMES Research
SLMs to increase presence in GenAI business opportunities, says DIGITIMES Research
Generative AI market to reach US$1.5 trillion by 2030 with Taiwan holds hardware advantage; software and services to see promising future, says DIGITIMES Research