NEW YORK, July 16, 2026 /PRNewswire/ -- BOSGAME, a technology-based electronic product brand, has demonstrated distributed inference of the DeepSeek-V3.1 671B-parameter model on its AI MAX+ 395 7-Node Cluster. Built from seven BOSGAME M5 AI Mini PCs connected through USB4 Direct Connection, the system presents a scalable approach to private AI deployment and local large language model (LLM) inference.
As AI models continue to expand in parameter size and complexity, a single AI PC may lack the memory and computing resources required for advanced workloads. While traditional AI servers can provide the necessary computing power, their high deployment costs and infrastructure complexity can limit adoption. Enterprises and developers are therefore exploring scale-out architectures that support larger models while providing greater flexibility than conventional AI server deployments.
Against this backdrop, the BOSGAME AI Cluster offers a modular, cost-effective approach that grows with users' needs.
The BOSGAME demonstration shows how seven M5 AI Mini PCs can operate as a unified AI Cluster. By distributing the inference process across multiple nodes, the cluster supports models that may exceed the memory capacity of a standalone system. Its ability to run the DeepSeek-V3.1 671B model highlights the potential of distributed computing for locally deployed generative AI applications.
Across seven nodes, the cluster provides 896GB of Unified Memory, with up to 672GB allocated as Unified VRAM, creating a substantial resource pool for memory-intensive AI workloads. USB4 Direct Connection enables the nodes to work together without requiring a traditional centralized server architecture.
Designed around a modular scale-out architecture, the BOSGAME AI Cluster allows organizations and developers to begin with one M5 AI Mini PC and expand capacity as project requirements evolve. This flexible expansion model supports workload-based growth and offers a simpler alternative to traditional AI servers while aligning infrastructure investment with actual computing needs.
Beyond AI inference, the platform also supports local AI development through a local API service powered by Llama.cpp. The cluster can be used for software development, debugging, Kubernetes operations, enterprise AI initiatives, and edge AI computing applications. By keeping workloads and data on local infrastructure, organizations can maintain greater control over data management and deployment environments.
The demonstration reflects growing demand for scalable private AI infrastructure capable of supporting increasingly large models. Through distributed inference, modular expansion, and local deployment, BOSGAME aims to provide flexible computing options for enterprises, developers, and edge AI applications.
For more information, visit: www.bosgamepc.com.
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BOSGAME Demonstrates Scalable Private AI with 7-Node AI MAX+ 395 Cluster
AUSTIN, Texas, July 17, 2026 /PRNewswire/ -- Saronic today announced it has selected Brownsville, Texas as the future home of Port Alpha, its next-generation shipyard designed to help restore American maritime strength and significantly expand the nation's shipbuilding capacity.
The announcement marks a major milestone in Saronic's mission to restore U.S. shipbuilding capacity at scale. First introduced as a vision for the future of maritime manufacturing, Port Alpha now moves from concept to reality through a planned investment of more than $3 billion that aims to establish one of the most advanced shipyards in the world, built for software-defined shipbuilding and autonomous maritime systems.
The project is expected to generate more than $160 billion in regional economic impact for Cameron County and $264.5 billion for the State of Texas, while creating up to 10,000 direct jobs. This makes Port Alpha one of the largest economic development projects in modern Texas history. Construction is anticipated to begin in 2026, with Port Alpha expected to open for operations in 2028.
The timing is pivotal. In one of his first actions in office, President Trump issued an Executive Order on Restoring America's Maritime Dominance, followed by federal initiatives such as the SHIPS for America Act and the Maritime Action Plan that call for a generational rebuild of the American shipbuilding industry. These efforts recognize that economic security and national security are inseparable, and that restoring U.S. shipbuilding capacity is essential to both. Port Alpha will expand domestic production capacity and strengthen the nation's ability to meet commercial and defense requirements while closing the widening shipbuilding gap with foreign adversaries.
"America's maritime future depends on our ability to build again," said Dino Mavrookas, Co-Founder and CEO of Saronic. "Port Alpha is our commitment to that mission. Built from the ground up to deliver ships at a speed and scale not seen since World War II, this investment is about more than constructing a shipyard. It is about rebuilding the industrial capacity, workforce, and manufacturing advantage required to ensure American maritime leadership for decades to come. The state of Texas and city of Brownsville give us the foundation to turn that vision into reality."
Following a year-long nationwide search evaluating sites across the East, West, and Gulf Coasts, Brownsville was selected after a rigorous review of workforce availability, infrastructure readiness, land scale, logistics, and expansion potential. Initially situated on 835 acres at the Port of Brownsville, with the opportunity to expand to nearly 4,400 acres, Port Alpha will encompass a shipyard and manufacturing facility capable of producing vessels up to 850-ft. Future site expansion could support the production of vessels over 1,200 ft. The site provides hundreds of acres of waterfront access, deepwater channel connectivity, multimodal logistics infrastructure, and room for long-term expansion—everything required to anchor a next-generation shipbuilding hub.
"Today marks history with the announcement of the most advanced shipyard in the entire world," said Governor Abbott. "When this shipyard gets fully built out, there will be about 10,000 employees. Saronic is going to be providing about $750 million in annual paychecks to Texans. That's game-changing for the population of Texas. As Governor, I'm proud that Saronic calls Texas home."
Over the next decade, Port Alpha is expected to create up to 10,000 high-quality direct jobs spanning skilled trades such as welding and machining to advanced roles in robotics, software engineering, and naval architecture. The project aligns with national calls to rebuild the maritime workforce pipeline, creating new opportunities for skilled workers at the intersection of shipbuilding and advanced technology. Saronic will collaborate with the State of Texas, Cameron County, and local educational institutions – from regional technical colleges to leading State universities and institutions – to develop workforce training and apprenticeship programs designed to sustain long-term industrial growth and position South Texas as a center of excellence for advanced maritime manufacturing.
Port Alpha builds on Saronic's expanding shipbuilding footprint. In early 2025, the company acquired a shipyard in Franklin, Louisiana, where it is investing $300 million to add 300,000 square feet of production capacity. That facility will continue producing Saronic's 180-foot Marauder autonomous vessel, which was designed and launched in less than one year. Together, these facilities represent a multi-billion-dollar private capital commitment to restoring American shipbuilding capacity, advancing autonomous maritime systems, and strengthening the nation's industrial resilience.
More than a shipyard, Port Alpha represents a new model for American shipbuilding—combining advanced manufacturing, software-defined production, and autonomy at unprecedented scale. To sustain that edge, Saronic is forging strategic partnerships with leading manufacturers, emerging shipbuilding technology providers, and premier suppliers, ensuring that the latest capabilities continuously strengthen and inform Port Alpha's production architecture alongside Saronics' in-house expertise. In doing so, Port Alpha embodies the transformation envisioned in national maritime strategy, one that leverages technology to strengthen deterrence, resilience, and operational flexibility. As construction advances, Saronic will continue working with federal, state, and local partners to establish the industrial foundation required for the next generation of maritime power in America.
Contact: press@saronic.com
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Saronic to Build Port Alpha, America's Next Generation Shipyard, in Brownsville, Texas
