Deepseek Outage Highlights Instability in Large Language Models

Deepseek Outage Highlights Instability in Large Language Models

This paper analyzes the technical reasons behind the intermittent downtime of Deepseek, proposes corresponding strategies, and interprets the AI industry development trends reflected by these issues. It focuses on problems related to concurrency, load, and upgrades. The analysis aims to provide insights into ensuring the stability of large language models in practical applications, especially in demanding sectors like cross-border e-commerce, where reliable AI services are crucial for business operations. Understanding and addressing these stability challenges is vital for the continued growth and adoption of AI technologies.

01/27/2026 Logistics Industry Insights
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Firms Shift Focus from Lean Costs to Supply Chain Resilience

Firms Shift Focus from Lean Costs to Supply Chain Resilience

This paper emphasizes the importance of reliability over cost-effectiveness in supply chain management, highlighting the various transportation risks involved. By employing strategies such as comprehensive risk assessment, adapting to seasonal changes, establishing business interruption procedures, and evaluating supplier financial stability, companies can build more resilient supply chains. This allows them to withstand disruptions and ensure business continuity. The Gap fire incident serves as a case study, underscoring the critical role of risk management in the supply chain. Building resilience is key to mitigating potential losses and maintaining operational stability.

01/29/2026 Logistics Industry Insights
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Innovative Strategies to Enhance Warehouse Management Efficiency

Innovative Strategies to Enhance Warehouse Management Efficiency

This article discusses the importance of optimizing warehouse processes, presenting specific goals such as enhancing operational efficiency, reducing error rates, and optimizing space. It combines practical operational experiences to share strategies aimed at improving overall warehouse management efficiency and customer satisfaction.

07/24/2025 Warehousing
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Key Role of Nvoccs in Modern Freight Logistics

Key Role of Nvoccs in Modern Freight Logistics

Non-Vessel Operating Common Carriers (NVOCC) play a crucial role in modern logistics by leasing transport space and providing flexible shipping services, enabling efficient international trade. This model reduces costs and opens up global markets for businesses, particularly small and medium-sized enterprises.

08/05/2025 Logistics Encyclopedia
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New Jersey Warehouses Optimize Large Goods Logistics and Storage

New Jersey Warehouses Optimize Large Goods Logistics and Storage

New Jersey's overseas warehouse, with its advantageous geographical location, ample storage space, and advanced intelligent management system, offers an efficient solution for storing and logistics of large cargo for cross-border e-commerce. This significantly enhances order processing efficiency and reduces operational costs.

07/31/2025 Warehousing
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