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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Cloud ERP Transforms Global Supply Chains

Cloud ERP Transforms Global Supply Chains

In the cloud-dominated era, ERP systems are undergoing profound transformations, evolving from basic Material Requirements Planning to integrated, cloud-based intelligent platforms. Technologies like cloud computing, IoT, and Big Data empower ERP, making it more interconnected, economically flexible, and intelligently agile. This facilitates stronger decision support and business innovation for enterprises within the digital supply chain. Embracing the cloud and actively exploring innovative ERP applications are crucial for the future development of businesses. Cloud ERP enables real-time visibility and collaboration across the supply chain, driving efficiency and responsiveness.

01/28/2026 Logistics Industry Insights
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Guide to MAWB Vs HAWB for Efficient Air Freight Clearance

Guide to MAWB Vs HAWB for Efficient Air Freight Clearance

In international air freight, the Master Air Waybill (MAWB) and House Air Waybill (HAWB) are crucial transport documents. The MAWB serves as the contract of carriage between the airline and the freight forwarder, and is a legal document for customs clearance and cargo release. The HAWB represents the internal agreement between the freight forwarder and the shipper, and is dependent on the MAWB. Confusing the two can lead to customs clearance failures, cargo delivery delays, or even liability disputes. This article details the differences and applications of MAWB and HAWB to help you avoid air freight risks.

11/03/2025 Document Interpretation
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RAAF East Sale Airport Codes SXE YMES Clarified

RAAF East Sale Airport Codes SXE YMES Clarified

This article focuses on the airport codes of RAAF Base East Sale, explaining the significance of its IATA code SXE and ICAO code YMES. It also provides the base's geographical coordinates and a link to its Wikipedia page. From a data analyst's perspective, the article elaborates on how this information can be utilized for more in-depth aviation data analysis. Understanding these codes and related data is crucial for various applications, including flight tracking, logistics, and airspace management. This concise overview provides essential information for anyone working with aviation data related to RAAF Base East Sale.

01/22/2026 Airport Codes
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